montenegro airlines a.d. ( montenegrin : монтенегро ерлајнс / montenegro erlajns ) is the flag carrier of montenegro , headquartered in podgorica .

it operates scheduled and charter services throughout europe from its hub at podgorica airport with a second base maintained at tivat airport .

montenegro airlines

montenegro airlines maintains codeshare agreements with adria airways , air france , alitalia , austrian airlines and s7 airlines .
the main airlines in the region are bosnia and herzegovina’s b & h airlines , croatia’s croatia airlines , montenegro’s montenegro airlines , serbia’s jat airways and slovenia’s adria airways .
flag carrier montenegro airlines ( ma ) plans to start operating charter flights to finland and israel this summer . montenegro airlines
from mid june 2009 , montenegro airlines from podgorica and bh airlines from sarajevo will add connections between montenegro and fyrmacedonia .
montenegro airlines announced its tax debt restructuring proposal had been rejected by the montenegro ' s tax authority .
montenegro airlines rewards those who fly frequently and are members of the vision team .
montenegro airlines in partnership agreement to operate charter flights to the tehran , iran .
montenegro airlines proudly celebrated the 10th anniversary of their first commercial flight in may 2007 .
montenegro airlines now flies from london gatwick to tivat on wednesday , friday and sundays .
meanwhile , the ceo of montenegro airlines and the vice director of belgrade nikola tesla airport have signed a new 2 year agreement where montenegro airlines will have special handling costs at the airport ( considerably lower than other airlines ) . montenegro airlines will operate 5 daily flights to belgrade from tivat and podgorica this winter . serbia is montenegro airlines’ most important and lucrative market bringing in a profit of 6 million euros for the airline . montenegro airlines is now the more popular airline for travel between serbia and montenegro , taking over jat airways .
you can pay for your flights with montenegro airlines in the currency and payment method of your choice when booking through alternative airlines .
as long as eurocontrol and international providers are paid , montenegro airlines will live another day .
in 2016 , montenegro airlines ' passenger numbers grew 0 . 6 % to 581 , 519 .
the airport has one runaway and handle nearly 1 million passengers per year . other airlines which use podgorica airport are adria airways , air serbia , alitalia , montenegro airlines and turkish airlines .
montenegro airlines have announced that the airline plans to begin operating new routes from belgrade to western europe .
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it ' s funny . when the us department of transport issued montenegro airlines a permit to codeshare on ju flights to new york 2 weeks ago , they said that they find montenegro airlines to be financially stable .
montenegro airlines operate five rolls royce engine fokker 100 aircraft and one embraer 195 , all aircraft are in white livery with the company logo on the tail . montenegro airlines offers both an economy and business class service .
the website has also announced its top ten safest airlines and top ten safest low cost airlines .
all the carriers in the region have relatively small operations . following croatia airlines , based on current capacity ( seats per week ) are jat airways , adria airways , montenegro airlines and b & h airlines .
bh airlines will fly between skopje and podgorica whilst montenegro airlines will operate between tivat and skopje . each route will be served twice weekly by the appropriate airline .
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podgorica airport is an international airport serving podgorica and is the hub of montenegro airlines . it is one of two international airport in montenegro , the other being tivat airport . both are operated by the state - owned company airports of montenegro .
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montenegro airlines currently operates the flight once a week , on saturday , according to data posted on its corporate website .
under the summer flight schedule , montenegro airlines operates up to six flights a day to podgorica and tivat from belgrade .
in the first seven days of 2018 , montenegro airlines handled 7 , 480 passengers , up 11 % on the year .
flag carrier montenegro airlines has said it plans to increase the frequency of its flights to france ' s lyon in 2018 .
the agreement will see etihad airways placing its “ey” code on montenegro airlines’ flights between belgrade and two destinations in montenegro – its capital podgorica and the attractive town of tivat on the adriatic coast .
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the issue is that no low cost airline could fly tgd - beg and tiv - beg which is a huge market . over half of montenegro airlines ' passengers last year flew between belgrade and montenegro .
on montenegro airlines you can take only one piece of carry - on hand luggage onto montenegro airlines flights . the maximum weight of the item is 10kg , and its total dimensions must not exceed 115 cm ( eg . 55x40x20 cm ) . montenegro airlines allow 1pc of maximum 23kg if you are travelling in economy class and 2pc of luggage not over 32kg if you are travelling in business class .
montenegro airlines is the flag carrier of montenegro which was founded in october 1994 . the airline operates scheduled and charter services to 19 destinations throughout europe from its hub at the podgorica airport . the airline is headquartered in podgorica and has codeshare agreements with adria airways , air france , alitalia , austrian airlines , s7 airlines , etc . montenegro airline is the member of the international air transport association .
in addition to the regular flights of russian airlines during the year , additional flights to montenegro have been announced during the summer season .
there are two cabin classes available on montenegro airlines flights ; economy and business . a business ticket is the most flexible one available .
daliborka pejović , president of the board of directors of montenegro airlines , said :
for us at montenegro airlines it is clear that such forms of collaboration with etihad airways , a global leader in the aviation industry , are very important for our airline and our country .
etihad airways and montenegro airlines have signed a codeshare agreement that provides travellers with enhanced connectivity when flying between southeast europe and the middle east .
montenegro airlines operates scheduled flights to zurich , frankfurt , dusseldorf , rome , paris , ljubljana , vienna , belgrade , moscow and copenhagen .
montenegro airlines fokker f . 28 mk . 4000 yu - aoi ( msn 11176 ) zrh ( rolf wallner ) . image : 941437 .
if ym went under the loss for montenegrin tourism would be huge since the majority of tourists to montenegro still come by montenegro airlines . that ' s why i think the government will never let this airline go bankrupt .
a montenegro airlines fokker 100 , registration 4o - aot performing flight ym - 500 from podgorica ( montenegro ) to vienna ( austria ) , was enroute at fl340 near belgrade ( serbia ) about 145nm north of . . .
montenegro airlines will , in return , enhance access to etihad airways ' network by placing its “ym” code on the airline ' s daily flights between belgrade and abu dhabi . the agreement will offer montenegro airlines’ passengers greater convenience and flexibility of travel to the uae and beyond via the serbian capital , and contribute to an increased inflow of business and leisure travellers to montenegro .
maybe bosnia , montenegro and macedonia could jointly open up a new company that would be competitive to croatia airlines and air serbia in the region .
montenegro airlines has announced plans to serve the european cities of milan and brussels from podgorica along with the arrival of its fourth embraer e195 jet .
a montenegro airlines embraer erj - 195 , registration 4o - aoa performing flight ym - 311 from dusseldorf ( germany ) to podgorica ( montenegro ) , was climbing out of dusseldorf ' s runway 23l when the crew . . .
a montenegro airlines embraer erj - 195 , registration 4o - aoc performing flight ym - 206 from tivat ( montenegro ) to belgrade ( serbia ) , was enroute when the crew received indication the left hand bleed air . . .
but , according to the latest data from montenegro’s statistics office , obtained by birn , russians are still coming to montenegro and make up the majority of foreign tourists .
the results are encouraging , as the number of airlines operating in montenegro rose to 54 in july from 12 in january 2017 , the company said .
the company plans to operate the podgorica - lyon route twice weekly in the summer season of 2018 , montenegro airlines said in a statement last week .
a list of the most dangerous airlines in the world has been released and while airasia indonesia is included , malaysia airlines is not .
the government of montenegro stated it plans to privatise montenegro airlines at some point in 2012 by way of a public tender , following restructuring . the carrier previously attempted privatisation in sep - 2011 when it commenced a tender process . el al israel airlines , etihad airways and arkia israel airlines purchased the tender documents , but none made an offer . turkish airlines was reportedly also interested in acquiring the carrier . montenegro airlines ceo zoran djurisic is opposed to the privatisation plans , stating in oct - 2011 he believes privatisation would have a long - term negative impact on the airline and the country .
to back up the business , the national air carrier , montenegro airlines , also announced more flight to moscow and st petersburg , starting from march 25 .
air serbia ( s7 airlines ) , the national airline of the republic of serbia , and montenegro airlines have signed a codeshare agreement that provides travellers with greater air connectivity when flying between europe , the middle east and north america .
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montenegro airlines has been operating flights to moscow since 2007 and launched a route from the adriatic town of tivat to russia ' s saint petersburg in june 2015 .
the codeshare agreement was signed in tivat by branislav malović , chief government affairs and relations officer of air serbia , and zoran kostić , chief executive officer of montenegro airlines . as part of the deal , air serbia will deepen its air links to montenegro by placing its “ju” code on montenegro airlines’ flights between belgrade and podgorica and tivat . in addition , the serbian carrier will codeshare on services between podgorica and rome .
s7 airlines ( siberia airlines ) airbus a321 - 211 vq - bqj ( msn 2076 ) muc ( arnd wolf ) . image : 941037 .
flag carrier montenegro airlines said its passenger numbers declined by 2 . 2 % in 2017 to 568 , 591 due to increased competition on the country ' s market .
the site reveals that out of the 449 airlines studied , all five airlines received one star or less in the website’s seven - star safety ranking .
the airline serves nearly 20 destinations across europe . some of its top destinations are flights to dusseldorf , london gatwick and paris charles de gaulle . austrian airlines , alitalia , air france , siberia airlines and adria airways have all set up codeshare agreements with montenegro airlines . the airline is not affiliate to an airline alliance .
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montenegro airlines is the national airline of montenegro , with bases at podgorica and tivat airports . the airline operates scheduled service to destinations across eastern and western europe and charter service to destinations in italy , greece , turkey , israel , latvia , czech republic and germany .
montenegro airlines rewards customers who fly frequently and are members of vision team . the price of your montenegro airlines ticket can determine the number of miles you are eligible to earn . firstly , passengers have to register for an account and membership on vision team . vision team members can enjoy many benefits from special promotions with discounted flights and free flights .
the amount a passenger pays for their montenegro airlines ticket determines the number of
air miles
they earn ( passengers must first apply for membership in the vision team ) .
the airline operated five aircraft in 2017 , versus six in 2016 , and carried out a total of 6 , 959 flights , montenegro airlines said in a statement last week .
this will see 17 routes operated by air serbia carrying montenegro airlines’ ym - coded flight numbers . from the first week of january 2017 , planned codeshare routes include the following :
montenegro ' s finance minister darko radunovic has said the government plans to repay a 5 . 2 million euro ( $ 6 . 1 million ) debt of flag carrier montenegro airlines to prevent suspension of its flights in january the government plans to repay an outstanding debt of montenegro airlines that has matured and has put under question the operations of the company , radunovic said in a video file posted in the youtube channel of the montenegrin finance ministry on tuesday .
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in return , montenegro airlines will tap into air serbia’s growing network by adding its “ym” code on air serbia’s flights between belgrade and 32 destinations , including tivat and podgorica . this will provide unprecedented access between the two countries and offer montenegro airlines’ passengers convenient travel options to major cities such as new york , abu dhabi , paris and london via the serbian capital .
montenegro airlines ( podgorica ) on may 16 added its first embraer erj 190 - 100lr ( 4o - aod , msn 19000665 ) ( above ) joining the three larger embraer erj 195s ( erj 190 - 200lrs ) . montenegro is gradually phasing out its fokker 100s with the new embraers .
agree that the situation is dire but i don ' t think the government is injecting any money in montenegro airlines anymore . they can ' t because the eu warned them about it .
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the in - flight amenities of montenegro airlines include mouth - watering dishes , duty free shopping and various options for in - flight entertainment . the services may vary from cabin to cabin .
being national carriers , investors are likely to encounter issues with the governments of the airlines as they remain an important part of national identity . issues such as these have been seen with turkish airlines’ frustrations with bosnia and herzegovina over b & h airlines .
gregory kaldahl , etihad airways senior vice president network , said : “we are pleased to sign a codeshare agreement with montenegro airlines , which is advantageous for both our airlines and guests . travellers in montenegro can now reach our abu dhabi hub with a convenient one - stop connection in belgrade , from where they can access key destinations in our global network with greater ease . in turn , etihad airways will expand its travel offer to montenegro , an increasingly popular business and tourism destination . ”
yeah i agree . would be interesting to see how they managed that . stronger tourist year in montenegro ?
one thing is positive in all of this and that is that montenegro airlines is no longer falsifying its financial reports like it used to . maybe we can thank eu integration process for that .
in the period between april 1 and september 20 , 2017 , montenegro airlines handled 3 , 537 passengers on the podgorica - lyon and 25 , 074 passengers on the podgorica - paris routes .
the world’s airlines carried a record 3 . 3 billion passengers on 27 million flights .
in this way , montenegro airlines tops the blacklist of tax debtors to the country ' s treasury , with liabilities worth 15 . 4 million euro ( $ 17 . 3 million ) . in a separate statement issued on wednesday , montenegro airlines said it is cooperating with the country ' s finance and transport ministries on the elaboration of a long - term strategy for the development of the company . montenegro airlines will most probably be declared insolvent , as the tax administration has repeatedly warned that companies which fail to reach a debt restructuring deal would face bankruptcy . montenegro airlines saw its net loss widen to 11 . 5 million euro in 2016 from 10 . 4 million euro in the previous year , as revenue went down 3 . 4 % to 65 . 4 million euro .
montenegro ' s tourism business is gearing up for the summer , expecting more russian tourists than in previous years .
the debt of montenegro airlines is owed to the european organisation for the safety of air navigation ( eurocontrol ) , brazil ' s embraer commercial aviation , dutch aircraft manufacturer fokker , uk - based rolls - royce holdings and insurer generali osiguranje montenegro , radunovic said at a news conference following a government meeting .
the grounding of the aircraft of montenegro airlines would inflict an enormous damage to the budget of montenegro and would hinder the company from operating the flights it has already agreed for december and january ,
radunovic said . montenegro airlines saw its net loss widen to 11 . 5 million euro in 2016 from 10 . 4 million euro in the previous year . the air carrier ' s revenue went down 3 . 4 % to 65 . 4 million euro while operating costs rose 2 . 9 % to 75 . 6 million euro .
the world’s airlines carried a record 3 . 3 billion passengers on 27 million flights last year
we expect that in the period from june 1 to september 30 , a total of 110 , 000 passengers will be transported on that route . montenegro airlines plans to increase by the end of the year the frequency of the flights it operates as a result of codeshare agreements signed with air serbia and etihad airways . in 2016 , montenegro airlines ' passenger numbers grew 0 . 6 % to 581 , 519 .
montenegro airlines was founded in 1994 and is montenegro ' s national flag carrier airline . at the time of its founding , montenegro was part of the federal republic of yugoslavia , which broke up in 2006 . like many flag carriers , it is a state - owned company . it took 3 years after founding , until 1997 , for the airline to run its first commercial flight that flew to bari in italy . its headquarters and main flight hub are both found at podgorica airport . tivat airport is home to a smaller montenegro airlines base . the company has 6 planes consisting of 3 embraer 195s , 2 fokker 100s and 1 embraer 190 .
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b & h airlines is currently majority owned by the government of bosnia and herzegovina , however , 49 % is owned by turkish airlines , which also has management control of the carrier . in mar - 2012 turkish airlines chairman hamdi topcu said the airline is yet to execute its plans for b & h airlines as the government has failed to provide the necessary responses .
while slovenia is in the european union , croatia , serbia and montenegro are currently outside the eu . croatia is to become a full member of the eu from 01 - jul - 2013 while serbia and montenegro are deemed recognised candidates .
despite its often frigid political relations with moscow , montenegro hopes to attract more russian tourists to the country this year .
“the codeshare agreement will strengthen our connections to etihad ' s network and consequently enhance the global profile of montenegro airlines . as a result , travellers from across the world will now be able to access montenegro with greater ease and convenience , which will contribute to our inbound tourism figures , a vital component of our national economy .
montenegro airlines ( ym ) is the country ' s flag carrier . it operates from a primary hub at podgorica airport ( tgd ) and a secondary hub at tivat airport ( tiv ) . the airline , which was founded in 1994 , flies to destinations in armenia , austria , denmark , france , germany , italy , russia , serbia , slovenia , switzerland and the united kingdom . it also has codeshare agreements with adria airways , air france , alitalia , austrian airlines and s7 airlines . montenegro airlines has a fleet of six aircraft : one embraer 190 , three embraer 195 and two fokker 100 planes .
yes that would work out because all three have done a marvelous job with their national airlines .
in comparison , the airlines that received just one star have experienced a high number of accidents .
montenegro airlines has said that the airline will focus on a turnaround plan rather than consider bankruptcy , despite facing debts of eur37 . 2 million ( usd44 . 6 million ) . montenegro airlines said he has plans for fleet renewal and network expansion , and is also interested in finding a strategic partner . montenegro airlines will adjust its fleet make - up – which currently consists of three emb - 195s and two fokker 100s – by leasing in higher capacity aircraft of more than 140 seats . a limited supply of spare parts has seen more than half of the fleet grounded earlier this year , a situation which has now been rectified but affected operational performance before .
it noted that , compared to ten years ago , the number of the russian tourist in montenegro had doubled by 2017 .
no big problem . tourists will be able to route through dbv airport to get to montenegro . another big tick for croatian airports
flag carrier montenegro airlines ( ma ) plans to start operating flights to a third russian city in addition to moscow and saint petersburg in the short term , the director of the company ' s representative office on the russian market .
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montenegro airlines still intend to carry out charter services from podgorica - tehran , operating once a week . the route is a result of a memorandum of understanding ( mou ) signed in december 2015 to ease the tourism regulations as well as promoting a new route between the two countries . this will allow iranian travellers to use montenegro airlines’ network of scheduled flights to many european destinations . this service will be the airline ' s sole route to the middle east and asia .
montenegro airlines have just announced that they will stop the execution of flights between montenegro and azerbaijan . the decision has been made after a dispute between the airline and the tour operator in azerbaijan . the travel agency of the airline is working hard to reschedule flights with other airlines . unfortunately , in march 2017 , it was annonuced that no strategic investor had shown an interest in acquiring state - owned flag carrier montengro airlines . in january , montenegrin transport minister osman nurkovic said the government aims to sell a 50 % stake minus one share in the heavily - indebted ma . f
montenegro airlines is the national carrier for the country and was incorporated by the government in 1994 . though it operates the majority of flights into and out of belgrade , it also shares airspace with adria airways , austrian airways and jat airways .
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for all its problems with two tragic flights in 2014 , malaysia airlines earned five out of seven stars .
adria airways , which is currently undergoing a privatisation attempt , supports the view that a merger involving all the players in the region could become necessary . ceo klemen boštjančič told slovenian media outlet siol that “if the sale of adria to a foreign partner fails , then our last chance is for regional integration with croatia airlines , jat airways and montenegro airlines ” .
a montenegro airlines fokker 100 jet ran off the side of the runway during a night landing in snowy conditions at podgorica . the nosegear collapsed and the airplane skidded for about 700 metres before coming to rest , 1180 m after touchdown . ( apa )
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the two companies were featured alongside afghan airline kam air , scat airlines in kazakhstan and lion air in indonesia .
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based in the capital , podgorica , montenegro airlines is the national carrier of this newly independent country that separated from serbia in summer 2006 . the airline operates 12 flights per week on the 45 - minute hop between tivat and belgrade plus the new service to london - gatwick . from the main base at podgorica they fly to belgrade , vienna , frankfurt ljubljana , rome and zurich . montenegro airlines new flights from gatwick a great little airline representing a historic country , we are hoping that we can encourage them to realise their ambition to fly to london – soon ! we’d be interested in hearing from regular travellers between london and montenegro as to your thoughts .
people booking flights to podgorica with montenegro airlines may be interested to hear that the country is expected to start european membership talks soon . flights to podgoricaaccording to zsolt nemeth , the minister of foreign affairs for hungary , which is currently in charge of the european union , expansion of membership should be high on the agenda . he claimed that the eu is planning on kick - starting accession negotiations with montenegro in the coming year .
today , montenegro convinced me again that it will fulfil the criteria and can start negotiations soon ,
nemeth said . he added that he appreciates montenegro ' s
enormous efforts
in preparing for admission to the eu . recently , montenegro ' s minister for transport and maritime affairs andija lompar noted that montenegro ' s rail network was in need of modernisation . use alternative airlines to book your cheap flights to podgoricamontenegro airlines announces routes to new airports in europe individuals travelling around europe and considering montenegro airlines flights to podgorica may have more options to choose from as the carrier introduces two new routes . montenegrofrom april , passengers will be able to fly direct to the montenegrin capital from brussels and milan , urltoken reports , with flights from the belgian city commencing three times per week from april 15th , while milan operations begin on april 8th . the airline stated that the new options would not only appeal to business travellers , but it would also enable more tourists to experience what the country has to offer .
montenegro is seeking a rapprochement with the european community and leisure passengers will be particularly impressed by its spectacular coastline , ” the carrier said . the flights will be carried out with the airline ' s fokker 100 and embraer e195 jet aircraft and bring the number of destinations served by montenegro airlines to 18 . recently , it was stated by psychologist and author dr david lewis that travelling to experience new cultures is a great way to expand a person ' s mind and give them new insights . use alternative airlines to book your cheap flights to podgorica
we now take a look at the best airlines in europe by region . . . best airline southern europe - turkish airlines best airline northern europe - finnair best airline western europe - lufthansa best airline eastern europe - aeroflot evo nesto i za g nemjee best regional airline africa - royal air maroc best regional airline north america - porter airlines best regional airline south america - sky airline best regional airline asia - dragonair best regional airline europe - aegean airlines * * * * * * * * * * * * * * * * welcome to the 2015 world airline awards . the first awards for the best airline catering have just been announced . . . economy class - asiana airlines premium economy - air new zealand business class - austrian airlines and now the remaining awards in this section . . . best airline middle east - qatar airways best airline asia - singapore airlines best airline europe - turkish airlines inn - ns
i have read somewhere that montenegro airlines plans to phase out the 2 remaining f100s by the end of this year . then they will be left with 3 embraers . what are they going to do then ? will they get new aircraft to replace the fokkers ?
kosovo’s kosova airlines ceased operations in may - 2006 when its only aircraft was returned . the company is still operating but more as a travel agency , offering services on airlines such as airberlin and germanwings who operate into kosovo’s capital pristina .
royale airlines embraer emb - 110p1 bandeirante n692ra ( msn 110240 ) msy ( bruce drum ) . image : 104648 .
in 2011 the merger idea was proposed during discussions between the serbian government and turkish airlines . at the time , the serbian gvernment suggested a regional airline , balkan airways , could be established as the national carrier for serbia , bosnia and herzegovina , montenegro and macedonia .
air valid publishes certified online information about airlines in compliance to the regulation ( ec ) no 2111 / 2005 of the european parliament and of the council of 14 december 2005 on the establishment of a community list of air carriers subject to an operating ban within the community and regarding the obligation to disclose to air transport passengers information about the identity of the airline carriers including low cost airlines , regular airlines and charter airlines repealing article 9 of directive 2004 / 36 / ec .
european commission stated ( 17 - apr - 2018 ) montenegro airlines is facing major sustainability issues , having accumulated significant financial debts . the ec report added the 2012 restructuring plan for the carrier was only partially implemented but further state support was granted to keep the airline operational .
montenegro airlines announced its net loss had widened to 11 . 5 million euros in 2016 from 10 . 4 million euro in the previous year , data from the company ' s financial statement showed . the air carrier ' s revenue went down 3 . 4 % to 65 . 4 million euro while operating costs rose 2 . 9 % to 75 . 6 million euro . montenegro airlines handled 581 , 519 passengers in 2016 , up 0 . 6 % . the number of flights fell 8 . 7 % to 8 , 607 in 2016 .
montenegro airlines ( ym , podgorica ) has announced it has wet - leased a b737 - 500 from maltese acmi / charter specialist airx charter ( axy , malta ) . flightradar24 ads - b data shows 9h - ome ( msn 24274 ) was positioned to podgorica on april 14 and has since been deployed into service for the montenegrin carrier on flights to zurich , paris cdg , and belgrade . an airline statement indicates the contract is due to run for the duration of the summer season . montenegro airlines operates an in - house fleet . . .
but those companies signed those code - share years ago wile montenegro was looking as prospective company . air serbia did that after scanning , few months ago .
montenegro’s once close relations with russia have cooled markedly since podgorica joined western sanctions against moscow in 2014 over the crisis in ukraine and since it joined nato .
visitors from russia accounted for 26 . 7 per cent of all overnight stays last year in montenegro , followed by nationals from serbia , bosnia and ukraine .
lithuanian airlines boeing 737 - 524 ly - agz ( msn 26340 ) cdg ( christian volpati ) . image : 941531 .
the airlines operates scheduled and charter services throughout europe from its hub at podgroica airport with a second base maintained at tivat airport .
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there were 149 airlines which achieved seven - stars while 58 scored six stars and almost 41 had just three stars or less .
come visit the beautiful country of montenegro , located in southeastern europe . explore the rustic villages that dot the countryside , or enjoy all the night life that montenegro ' s podgorica has to offer . encounter the rich variety of culinary delights around the city . with a mix of mediterranean and oriental , you are sure to find a delicacy to suite any palette . when you aren ' t out exploring the countryside , take in an exciting game of football at podgorica ' s expansive open air stadiums . having both a picturesque coast , and breathtaking mountain range , montenegro provides the best of both worlds . don ' t let this opportunity pass you by . so , fly with austrian airlines to montenegro and experience all that one of europe ' s elite travel destinations has to offer .
alternative airlines is an online travel agency bonded by the international air transport association ( iata ) . we specialise in finding the best available fares on the widest range of airlines and making them available to you online , with prices in the currency of your choice .
founded in 1994 , this montenegro - based airline links the country with destinations including cities in germany , italy , france , slovenia , macedonia , hungary and austria .
for added ease , our smart choice which comprises the recommended option according to price , is highlighted at the top . let us do the work for you ! finally , are you not sure where to go ? let edreams inspire you with our top montenegro airlines deals displayed further up the page .
passengers on montenegro airlines flights can take 1 hand luggage item that should not weigh more than 10 kg and not be larger than 55 x 40 x 20 cm . this includes any handles , wheels or pockets which stick out . montenegro airlines provides frames at the airport to check the size of a passenger ' s hand luggage . in addition to their hand luggage , passengers may also carry one of several personal items , such as cameras , strollers , walking sticks , umbrellas or crutches . passengers traveling with a baby are allowed to put soft food and milk in their hand luggage for the infant .
browse for flights , find some amazing deals , make a reservation and pay in the currency of your choice today with alternative airlines .
contour airlines embraer erj 135er ( emb - 135er ) n16501 ( msn 145145 ) bwi ( brian mcdonough ) . image : 942603 .
all five of the most dangerous airlines listed are banned in the european union member states and ‘strongly advised against’ in the united states .
following the success had with its podgorica - paris route , montenegro airlines commenced its second route to french territory . this time lyon is the chosen destiny and a promising one as well , given that there is no other airline currently flying this route . the 1000 kms will be covered weekly on saturday departures .
montenegro airlines says the aircraft type has proven extremely reliable over the past years and the carrier will count on them in the future . the airline’s executive director , živko banjević , told the “vijesti” daily , “the fokkers are still an integral part of our fleet and we will count on them during our next development cycle” . montenegro airlines retired its first f100 in 2011 . the second operated its last flight for the airline on december 31 , 2013 before it too was permanently grounded . finally , the third jet , in need of the abovementioned d - check , ended its run for the carrier on march 1 last year .
sierra pacific airlines ( 3rd ) boeing 737 - 5l9 wl n709s ( msn 28722 ) bwi ( tony storck ) . image : 941354 .
mauritania airlines international boeing 737 - 8 max 8 5t - clj ( msn 64299 ) bru ( karl cornil ) . image : 941029 .
nepal airlines and tara air both came bottom in a report by australian review site airlineratings . com , earning just one star for safety .
montenegro airlines is one of the rare european national carriers which is reporting stable passenger figures in spite of the global financial crisis . the airline is currently operating with a fleet of 7 aircraft ( 5 fokker f100s and 2 embraer e175s ) . the airline will receive a further 2 embraers within the next 2 years .
montenegro airlines operates its own frequent flyer programme , vision team . members of this programme earn air miles according to the amount of money paid for the ticket . the programme has three levels ; blue , silver and gold . benefits of the different levels include increased baggage allowance , priority boarding and upgrades to business class .
relations become even tenser last october when montenegro said russians stood behind an alleged coup attempt , aimed at overthrowing the pro - western government and assassinating the then prime minister milo djukanovic .
these results are quite bad but i do not think montenegro airlines will go bankrupt . the government just won ' t let it happen . but they need to make some radical changes . they put in a new management team at the start of january . let ' s give them some time and see how they do .
adria airways is looking to privatise in 2012 and is currently seeking strategic investors . the airline said its last chance for survival if the privatisation attempt fails is regional integration with the other national carriers in the region . adria airways already cooperates with jat airways and montenegro airlines through codeshare agreements . adria airways ceo , klemen boštjančič , stated while the airlines do enjoy cooperation , such regional integration could fail due to political reasons rather than the commercial aspect of a merged operation .
alternative airlines handles all your travel arrangements and payments , complete with ticketed confirmation . we do not direct you to other websites or service providers .
to offer you even more destinations and additional services , air france partners with airlines that share its high standards of safety , comfort and quality .
the malaysian carrier scored five out of a possible seven stars for its safety record , as opposed to five airlines which just manage one star .
in january 2013 , all 21 people on board scat airlines flight from kokshetau to almaty died when the aircraft crashed in poor weather near kyzyltu .
i have to give montenegro air a couple of stars since they did get us safely to our destination . but their customer service was terrible . first , we found out at checkin that we would have to pay an additional 50 euros because we had one small additional piece of luggage . yes , we should have read the fine print . but montenegro . . .
montenegro airlines plans to operate a series of charter flights to the iranian capital tehran this summer 2017 season . services will operate once a week .
the number of weekly rotations could be doubled . the national airline has very high expectations of the iranian market .
the launch date for the charter flights has not been specified .
montenegro airlines , a western balkans airline which boasts a fleet of five modern aircraft , was established 23 years ago on 24th october 1994 . it now flies to 20 scheduled destinations throughout europe as well as charter flights to other destinations , including teheran and tel aviv . the airline has been a member of the international air transport association ( iata ) since 2000 . since 2003 , * * montenegro airlines
flights can be booked on the amadeus global reservation service . the company is iosa ( iata operational safety standards audit ) compliant ; a benchmark for airline global safety management . the airline was recently recognised as a brand leader in tourism in south - east europe .
montenegro airlines had an unusual incident earlier this year when an eagle flew into the nose cone of one of its f100s as the jet was on final to land at tivat airport . the bird strike damaged the aircraft’s meteorological radar . in february this year , an engine on the airline’s e195 was damaged in vienna due to careless handlers .
montenegro airlines has halted the planned sale of two of its fokker 100 aircraft , estimated to be worth 1 . 440 . 000 us dollars , according to the government . despite state approval for the sale , the airline says that due to their age , the aircraft are no longer fit for use and a buyer would be difficult to find . the jets will likely be cannibalised for spare parts for the remaining two operational fokkers in montenegro airlines’ fleet ( registered 4o - aom and 40 - aop ) . a fifth f100 ( registered 4o - aot ) has been grounded for over a year and is need of an expensive d - check . this is by far the most comprehensive and demanding check for an airplane . it requires , more or less , for the entire aircraft to be taken apart , inspected and overhauled . although the aircraft were once the workhorse of montenegro airlines’ fleet , the carrier’s two remaining operational f100s are now over 24 years old . the jets have a capacity to seat 102 passengers .
as one of the market leaders for central & eastern europe flights austrian airlines provides flights to more than 40 destinations . check out our offers below !
montenegro is too far away for vie with atr and they don ' t need so many frequencies to fly to beg with atr . fco is just 3 frequencies per week . so , atr is not a good alternative . they should have one model of plane , and embraer is the best option which can fly to all of montenegro destinations + charters . 4 of them are enough .
with more than 16 , 300 daily flights to 177 countries , skyteam offers you service to more than 1 , 000 destinations around the world ! when you travel with skyteam member airlines , you also enjoy many additional advantages that enable you to do the following : - earn flying blue miles on flights provided by each of these airlines . - if you are traveling in the la première or business cabin , or if you are a member of flying blue gold , platinum or skyteam elite plus , you benefit from all of our skypriority services . - gain access to over 600 lounges in airports all around the world . - check in only once if your trip includes flights provided by skyteam partners . - use skyteam passes to travel the world , cross continents or explore a specific country . - take advantage of our interactive round the world planner to organize your trip around the world . the skyteam alliance comprises the following airlines : air france , aeroflot , aerolíneas argentinas , aeromexico , air europa , alitalia , china airlines , china eastern , china southern , czech airlines , delta air lines , garuda indonesia , kenya airways , klm , korean air , middle east airlines , saudi arabian airlines , tarom , vietnam airlines and xiamen air .
due to a media frenzy regarding the airline’s safety performance , montenegro airlines has explained that its aircraft perform over 20 . 000 hours of flying time per year and that such technical problems are standard . although it admitted that the airline is experiencing economic hardship it assured the public that no cost cutting measures are being applied to its safety and maintenance procedures .
montenegro airlines ( ym , podgorica ) will launch two new routes between tivat and germany in may 2018 in cooperation with fti group tour operator . the montenegrin carrier will operate from the country ' s main seaside resort to leipzig / halle and munich . both routes will be served 2x weekly on thursdays and sundays from may 3 through october 27 , the tour operator announced . fti group will also purchase capacity on montenegro airlines services from podgorica , the country capital , to frankfurt int ' l and munich . these routes will be operated 5x weekly and 3x weekly , respectively , but fti group will only offer tickets on 2x weekly connections on each route . all flights between montenegro and germany will be operated with emb - 195s . besides the growing popularity of montenegro as a tourist destination competing with neighbouring croatia , fti group named the fact that the country ' s currency is the euro as one of the reasons facilitating launching the flights . on top of the montenegrin flag carrier , ryanair currently offers 2x weekly service from berlin schönefeld to podgorica and wizz air flies 2x weekly from memmingen to podgorica .
montenegro airlines has become the first national carrier in the former yugoslavia to appoint a female as its ceo . it comes after the montenegrin government dismissed zoran djurišić who has led the airline since its creation nineteen years ago . daliborka pejović , a high ranking member of the governing democratic party of socialists ( dps ) , will now lead the carrier . however , the montenegrin government has missed the opportunity to professionalise the airline’s management . ms . pejović is serving as the state secretary for sustainable development and tourism within the government but will be relieved of her duties as she takes up her new role at montenegro airlines . only two weeks ago ms . pejović was named as the head of the women’s alliance of the dps .
the israeli flag carrier which was initially interested in the purchase of montenegro airlines has decided not to put forward a bid and has therefore backed away from the airline’s privatisation process . this has proved to be a big blow for the montenegrin government which was hoping to sell the airline by the end of the year . the government has now announced that it will change the terms of the privatisation . the european bank for reconstruction and development earlier this year also announced that it was interested in the purchase of the airline however it too is no longer interested in the purchase . slovenia’s adria airways earlier also confirmed it was interested in purchasing montenegro airlines though no word about the possible purchase from adria has been released ever since .


skymind is an artificial intelligence company supporting the open source deep learning framework deeplearning4j and the jvm-based scientific computing library nd4j .

the company was founded in 2014 by adam gibson and chris nicholson , and is headquartered in san francisco , california .

it is privately funded , and raised $ 3 million in seed financing in 2016 .

skymind

understand why skymind is a good enterprise choice for those embarking on ai initiatives .
skymind has partnered with the largest software and hardware vendors in the enterprise it ecosystem .
copyright © 2017 . skymind . nd4j is distributed under an apache 2 . 0 license .
cisco integrates with skymind to bring ai / ml workloads to hyperconverged infrastructure . read more →
orange tests skymind ' s deep learning software to identify fraud in telecommunications . read more →
chris nicholson is a co - founder at skymind , an enterprise - facing deep learning company .
softbank integrates skymind ' s skil somatic for building household robots with sensory data . read more →
in september , skymind raised $ 3 million from y combinator and the chinese internet giant tencent .
the skymind intelligence layer is the open - source enterprise distribution which is a pre - built and pre - configured collection of software packages focused on machine learning . skymind ' s products include :
2015 presentation on deep learning for the enterprise by skymind , the commercial support arm of deeplearning4j .
create a new experiment in the skymind intelligence layer ( skil ) by importing a zeppelin notebook .
the latest step down this path is tuesday’s announcement of cloudian’s collaboration with skymind , an ai company .
as a member of several global consortiums , skymind is part of an ecosystem of complementary products and services .
$ 42 billion french telecom orange sa is already using skymind and its skymind intelligence layer ( skil ) to build and deploy production code for deep - learning projects . skil facilitates the digital interactions between skymind and existing tools like hadoop . nicholson also notes interest from medium - size companies in traditional data - rich sectors like financial services and e - commerce .
skymind is the company behind the deeplearning4j framework . deeplearning4j makes efficient use of gpus and integrates with distributed systems such as hadoop and spark to scale to large data sets . skymind sells an enterprise editions of its software together with training and support .
with nvidia’s powerful dgx - 1 ai supercomputer and skymind’s open - source deep learning distribution , skil ( skymind intelligence layer ) , large organizations can leverage a single , unified platform that works natively with their existing software to build deep learning solutions .
the libraries are completely open - source , apache 2 . 0 , and maintained by the developer community and skymind team .
skymind academy enables your team to build deep learning solutions . we offer private corporate seminars and public workshops . learn more at urltoken
500 , 000 docker pulls for the skymind intelligence layer ce . check out the rest api for our free machine learning model server :
less than 48 hours after skymind’s funding round , two other emerging analytics providers called arcompany and realsociable inc . merged into new company bearing the name
skymind sells software and services based on deeplearning4j , a popular tool that enterprise programmers are using to build systems to detect fraud and recognize images for business .
20 . urltoken help @ urltoken skymind inc . u . s . a . 1328 mission street suite 9 san francisco , ca 94103 help @ urltoken urltoken
we had a chance to talk with chris nicholson , founder and ceo of the deep learning company skymind , to discuss where the future of ai is heading .
( for most of that time , i’ve been working on a deep learning startup called skymind , and raised more than $ 3 million dollars from angels , seed funds , and larger investors on the idea that deep learning will transform most industries . skymind built deeplearning4j , an open - source framework for java and scala . )
without the engagement of skymind customers and community , and the generous backing of skymind’s investors – tencent ’s investment team , led by david wallerstein ; liquid 2 ventures ; mandra capital ; sv angel ; ullas naik ; hemi ventures ; wei guo ; ray lanes’s greatpoint ventures and others – deeplearning4j would not exist in its present form .
new startup skymind offers support for open source deep learning - it offers support and services for deeplearning4j , an open source deep learning project it has created . [ 5 ]
skymind is an early - stage company , but it ' s quickly establishing itself as one of silicon valley ' s premier sources of expertise on artificial intelligence in the enterprise .
skymind is its commercial support arm , bundling deeplearning4j and other libraries such as tensorflow and keras in the skymind intelligence layer ( community edition ) , a deep learning environment that gives developers an easy , fast way to train and deploy ai models . skil ce is free and downloadable here . skil acts as a bridge between python data science environments and the jvm .
open - source deep - learning allows retailers and e - commerce companies to empower their internal teams to create , customize and adapt recommender solutions with the help of deep - learning experts at skymind . online retail has wholeheartedly embraced open - source , starting with linux as an operating system , continuing through the big data ecosystem of hadoop and spark , and ending with the analytics necessary to take actions . skymind’s deep learning offers record - breaking analytics tools to the open - source enterprise . with them , skymind clients are actively modernizing how they sell .
this screencast shows how to use skymind ' s datavec to build an image pipeline to prepare data for processing in a neural network using deeplearning4j . topics covered include , parentpathlabelgenerat . . .
deeplearning4j is part of a set of open source libraries for building deep learning applications on the java virtual machine . it is one of several open - source libraries maintained by skymind engineers .
skymind , a company developing an open - source deep - learning library for java , along with tools for implementation , today closed $ 3 million in financing from tencent , sv angel , greatpoint ventures , mandra capital , hemi ventures and y combinator . skymind was previously part of y combinator’s winter 2016 batch and has taken money from joe montana’s liquid 2 ventures and a number of other prominent angels .
for instance , skymind cofounder adam gibson and top engineer josh patterson were tapped by famed tech publisher o ' reilly to write its guide to
deep learning ,
a core technology in building ai .
cloudian will combine its scalable , on - premises storage systems for hyperscale technology in the data center with skymind’s deeplearning4j ability to recognize patterns in massive amounts of data . this will give users actionable intelligence .
the skymind and dl4j team’s mascot is a mathematical object , the oloid , which is composed of two linked congruent circles in perpendicular planes . to us , it stands for non - dualism and interdependence .
we’d like to thank chris for taking the time to answer some of our questions . skymind was founded in 2014 and is headquartered in san francisco . to learn more about the company , check them out here .
this screencast shows how to use skymind ' s datavec to ingest comma separated values from a text file , convert the fields to numeric using a datavec transform process in spark , and save the modified . . .
i can spend months organizing data before i ' m even to the point of being able to analyze it and that ' s not even speaking to the confidence level of data accuracy . with skymind ' s deep learning solutions , analysts like me can present solutions derived from organized data much , much quicker . skymind is pushing towards a future where every data point is accounted for , delivering the what so analysts can deliver the why .
the goal of skymind is become an open - source ( that ' s right , it ' s all open - source ) artificial intelligence layer for enterprise data systems , similar to how red hat supports the open - source operating system layer . in order to achieve that goal , skymind is not stopping with deeplearning4j . rather , it has recently introduced another deep learning layer called skil ( skymind intelligence layer ) . thanks to a $ 3 million seed round from tencent , sv angels , great point ventures , mandra capital and y combinator , the company that was started in bunk beds in a hacker house is moving forward with bringing more deep learning solutions to enterprise data warehouses .
object detection skymind ' s image recognition technology can be trained to recognize specific objects or patterns such as scenes in images . for example , it can detect corporate logos and therefore perform copyright infringement functions . alternatively , it can detect weapons , both carried openly and hidden under clothing . open - source deep - learning allows those institutions to empower their internal teams to create , customize and adapt image recogntion solutions with the help of deep - learning experts at skymind .
skymind launches with open - source , plug - and - play deep learning features for your app - deep learning essentially drives computers to make inferences like human brains do , based on the consideration of lots of information . [ 7 ]
this screencast shows how to use skymind ' s datavec to build an image pipeline to prepare data for processing in a neural network using deeplearning4j . topics covered include , parentpathlabelgenerator and image scaling . browse all our public training courses at urltoken .
14 . deep learning for enterprise 14 skil® the skymind intelligence layer - deep learning in production skil is skymind’s proprietary enterprise distribution . it contains all of the necessary components and dependencies to deploy to production deeplearning4j as well as the proprietary vendor integrations and open source components . r core components core components are composed of our full suite of open - source libraries such as deeplearning4j , nd4j , datavec , javacpp and libnd4j . this is everything you need to build a deep learning application . vendor integrations vendor integrations are separate proprietary pieces of software that we bundle with our enterprise distribution . this includes hadoop distributions , connectors and chip / blas integrations . reference architecture skymind intelligence layer ( skil ) works natively with the jvm stack .
skymind employs 15 people , but they are not all centralized in a single opulent palo alto or soma headquarters like most startups these days . instead , members of the team operate out of japan , south korea and australia . many of these engineers came directly from the skymind open - source community , where they were working on their own challenges with the library . of course , the company does have a small soma headquarters , but it’s not nearly as integral to the core business .
to help enterprises keep pace in the new phase of digital transformation with artificial intelligence ( ai ) , skymind offers an end - to - end ai service with a leading deep - learning framework written in enterprise - friendly java , called deeplearning4j ( dl4j ) .
these are just a few examples of how businesses are using ai to add value . the combination of massive gpu computing resources with a deep learning framework adapted to java and the enterprise production stack makes the nvidia and skymind offering a powerful tool for enterprise teams .
skymind is the company behind deeplearning4j , the only commercial - grade , open - source , distributed deep - learning library written for java and scala . integrated with hadoop and spark , dl4j is specifically designed to run in business environments on distributed gpus and cpus .
skymind is the company behind deeplearning4j , the only commercial - grade , open - source , distributed deep - learning library written in java and scala . used by fortune 500 corporations , dl4j is specifically designed to run in business environments on distributed gpus and cpus .
17 . urltoken help @ urltoken 17 skymind university machine learning is one of the fastest - growing and most exciting fields in technology , and deep learning represents the state of the art . through skymind university , you can master our deep learning technologies with our lab - intensive , real - world training . get certified our certification program helps professionals demonstrate their skills and credentials and build their careers . it gives employers a meaningful way to develop qualified professionals and also allows entrepreneur to build amazing products using deep learning technology . skymind university starts with the practical , teaching you what you need to knowtostartsolvingrealworldproblems . our program covers everything from data pipelines and deep learning model development to deploying deep learning to production . whether you’re updating your expertise or building brand new skills , this is where it all begins .
the mission to bring google’s ai to the rest of the world - skymind will serve not only as a steward for this open source project but as a consultant that will help others use the code to build their own ai - powered online services . [ 6 ]
nd4j is an open - source , distributed deep - learning project in java spearheaded by the people at skymind , a san francisco - based business intelligence and enterprise software firm . we’re a team of data scientists , deep - learning specialists , java programmers and semi - sentient robots .
eclipse deeplearning4j is an open - source , distributed deep - learning project in java and scala spearheaded by the people at skymind , a san francisco - based business intelligence and enterprise software firm . we’re a team of data scientists , deep - learning specialists , java systems engineers and semi - sentient robots .
but while it certainly lends itself to a wide range of use cases , hadoop can’t support every single data - crunching workload in the enterprise . applications that use deep learning algorithms to process data , for instance , often need to be run on specialized frameworks like the deeplearning4j engine from skymind inc . , which
a startup called skymind launches , pushing open source deep learning - the existence of open source libraries backed by professional services could certainly help spur adoption — especially for a field of data analysis previously relegated to top universities and research labs at companies such as google , microsoft , facebook and baidu . [ 9 ]
if you have any questions , please join us on gitter ; for premium support , contact us at skymind . nd4j is the java - based scientific computing engine powering our matrix operations . on large matrices , our benchmarks show it runs roughly twice as fast as numpy . dl4j ' s programming guide is available here .
skymind libraries were downloaded 22 thousand times last month , and that number is growing at 17 percent month over month . nicholson wants the company to continue to develop tools for data scientists . these tools could eventually include packages to better democratize access to reinforcement learning , a categorization of reward - based machine learning , for existing businesses .
skymind , the creator of the deeplearning4j open source deep - learning library , and cloudian are set to create data - management solutions for the hyper - scalable data sets necessary for ai and ml use cases , that target vertical industries such as medical , fraud detection for financial services , security and robotics , to name a handful .
3 . adam gibson | skymind who is deep learning for ? ● chief information officers looking for the highest performance in machine learning ● businesses looking to maximize the value of small data science teams , creating apps and cutting costs . ● data scientists and programmers who seek to process huge amounts of unstructured data without laborious feature extraction . users
one sector that will not be leveraging skymind is the top layer of large tech companies that have poured billions of dollars into developing their own open - source technologies . google’s tensorflow , amazon’s dsstne and baidu’s paddle have all found their way into a number of external applications . importantly , however , none of these tools are built for java .
“cloudian and skymind help organizations extract actionable information from vast pools of unstructured data , ” said tso . “training data is the foundation of ai and ml . more training data and better metadata tagging result in quicker , more effective learning , making data the dynamic asset that is the key to unlocking ai and ml’s business impact , ” he added .
there are a lot of knobs to turn when you’re training a distributed deep - learning network . we’ve done our best to explain them , so that deeplearning4j can serve as a diy tool for java , scala and clojure programmers working on hadoop and other file systems . if you require support or customization beyond these tutorials , please contact us at skymind .
our open - core product , the skymind intelligence layer , bundles the deeplearning4j suite of libraries alongside a conda environment with tensorflow , keras , scikit - learn and other popular machine learning tools . skil makes it easy to perform distributed training , testing against production environments , and deployment of trained models to production , automating redundant , everyday workflow tasks faced by data scientists .
6 . deep learning for enterprise 6 what is skymind ? we make deep learning accessible to enterprises about us skymind is tackling some of the most advanced problems in data analysis and machine intelligence . we offer state - of - the - art , flexible , scalable deep learning for enterprise . deep learning is becoming an important tool for natural - language processing ( nlp ) , computer vision , database predictions , pattern recognition , speech recognition , predictive analytics and fraud detection . we support urltoken and nd4j . org , the only commercial - grade , open - source , distributed deep - learning library written for java and scala . integrated with hadoop and spark , dl4j is specifically designed to run in business environments on distributed gpus and cpus . r
to be fair , skymind ' s target market is a bit above my pay grade . it is aimed squarely at cios who are staring at thousands of data tables , sipping their coffee and wondering what do with all that information . i ' ve worked for these cios . they need insight , they need to be able to make forecasts and analyze historical transactions or customer behavior .
deeplearning4j aims to be cutting - edge plug and play , more convention than configuration , which allows for fast prototyping for data scientists , machine - learning practitioners and software engineers . dl4j is customizable at scale . released under the apache 2 . 0 license , all derivatives of dl4j belong to their authors . dl4j can import neural net models from most major frameworks via keras , including tensorflow , caffe and theano , bridging the gap between the python ecosystem and the jvm with a cross - team toolkit for data scientists , data engineers and devops . keras is deeplearning4j ' s python api . skymind is the second - largest contributor to keras after google , and offers commercial support for keras . machine learning models are served in production with skymind ' s machine learning server .
read : urltoken at skymind , we’re tackling some of the most advanced problems in data analysis and machine intelligence . we offer state - of - the - art , flexible , scalable deep learning for industry . deep learning is becoming an important tool set for natural - language processing ( nlp ) , computer vision , database predictions , pattern recognition , image / video processing and fraud detection .
the skymind intelligence layer ( skil ) is an open - source enterprise distribution that contains all necessary components and proprietary vendor integrations to build production - grade deep learning solutions . core components are composed of the full suite of open - source libraries such as deeplearning4j , nd4j , datavec , javacpp and libnd4j . along with vendor integrations , you get everything you need to build a deep learning application .
yes ! deeplearning4j ' s python api employs keras , a high - level , intuitive abstraction layer that also takes tensorflow and theano as a backend . teams that have trained models on other python frameworks can import them to the jvm and deeplearning4j using keras model import . and developers just starting to train configure and train a model can do so via our python interface . skymind is the second - largest contributor to keras and offers commercial support for the framework .
image classification image classification categorizes objects that appear in images . for example , skymind ' s image recognition technology can be trained to recognize vehicle categories such as cars , trucks and motorcycles . this allows users to sort images in real time and flag certain objects as necessary . skymind ' s image recognition technology also provides pre - trained classifiers that can label images with existing categories , so that it becomes easier to automatically tag large collections of images . in the vanguard of the ai revolution , a few companies are moving now to apply the most accurate techniques to their costliest and most challenging problems . they are the companies embracing deep learning to cut risk and modernize compliance . optical character recognition ocr is the process of extracting text from images . ocr can be applied to scanned or photographed documents , pictures , or photos to them them to computer - readable formats . that makes it easier to sort , store and search those documents .
the enterprise demands performance , fault tolerance , and scalability . skymind helps you take any tensorflow , keras , deeplearning4j , or pmml model and deploy it as an enterprise - ready microservice . we give you all of the tooling you need to satisfy your systems engineers such as monitoring and integration support . our flagship software skil helps you bridge r & d ; to deployment and improve your models for any use case : fraud detection , computer vision , product recommendation , and more .
to be sure , the algorithms championed by gibson are still an awfully long way from cloning the human brain–which means even the artificial intelligence moniker is a big of a stretch–and skymind is still very much in its infancy . but google and microsoft have shown that deep learning can advance the state of the art , and with his startup , gibson has at least identified the next logical step for this fledgling technology . if he doesn ' t bring deep learning to the rest of world , someone else will .
skil will bundle up deeplearning4j and the other skymind open - source libraries and integrate with numerous big - data tools like hadoop and spark , as well as message queue kafka and cloud controlling openstack . skil will allow users to build production grade deep learning deployments , adding that artificial intelligence layer to the dirty piles of unorganized ( or even slightly organized ) data . we collect a lot of data , sometimes we need help not only cleaning up that data for presentation - - but knowing what it is .
7 . • “a breakthrough in machine learning would be worth 10 microsofts . ” - bill gates , microsoft • “machine learning is the next internet . ” - tony tether , darpa director • “web rankings today are mostly a matter of machine learning . ” - prabhakar raghavan , yahoo director of research • “machine learning is going to result in a real revolution . ” - greg papadopoulos , sun cto • “machine learning is todayʼs discontinuity . ” - jerry yang , yahoo deep learning is that breakthrough , and skymind is bringing it to industry .
9 . urltoken help @ urltoken 9 skymind’s suite of tools takes advantage of the latest distributed computing frameworks including hadoop and apache spark to improve model training . first commercial - grade , open - source , distributed deep learning library deeplearning4j is the most widely used open - source deep learning tool for the jvm . its aim is to bring deep learning to the production stack , integrating tightly with popular big data frameworks like hadoop and spark . deep learning excels at identifying patterns in unstructured data . this includes images , sound , time series and text . sound text time series image video
team . deepmind raised and finally was acquired on the strength of its team . starting with the founders , deepmind gathered some of the best minds in deep learning , cleverly working their connections in academia to find the top graduate students until they almost cornered a very small market . smart people gravitate to smart people . for skymind , open - source gave us a way to send out a beacon and gather talent together in one team . a lot of the world’s smartest engineers want to work on open - source ai , and they consider it vastly preferable to polishing another mobile app .
people gather data without knowing what it is . most data storage has a bunch of stuff that no algorithm has tagged ,
skymind ' s co - founder / ceo chris nicholson tells me via email .
you can have a million photos and not know what ' s in the photos . but deep learning can tell you what ' s in them . and deep learning can tell you which transactions , of the billion your bank processed today , are probably fraudulent . deep learning takes the raw data of business , and interprets it so people can know what they ' re dealing with .
alongside another engineer named josh patterson , who previously worked for big data startup cloudera , gibson has built a new library of deep learning software tools that ' s freely available to anyone , and skymind will serve not only as a steward for this open source project but as a consultant that will help others use the code to build their own ai - powered online services . based on academic papers published by some of the deep learning engineers now working for google and facebook , the software could help power everything from voice recognition to language translation to the kind of automatic product recommendations you see when you visit amazon . com .
i have built a career on the back of disorganized data . while one might assume i am but a humble satirical tech columnist , in another life i ' m a data analyst . my specialty has been working with small to medium sized companies and getting their data reporting on track to actually help the business . many companies experience growth without the tools in place to keep the junk drawer clean . this isn ' t a digital resume , i have a point . back in my day we didn ' t have deep learning artificial intelligence to help organize data . thanks to companies like skymind , that ' s exactly what we have now at the enterprise level .
whether it ' s google ' s headline - grabbing deepmind alphago victory , or apple ' s weaving of
using deep neural network technology
into ios 10 , deep learning and artificial intelligence are all the rage these days , promising to take applications to new heights in how they interact with us mere mortals . to go deeper ( yes , i went there ) on the subject , i reached out to the team at the deep learning - focused company skymind , creators of deep learning for java ( dl4j ) , and authors of the recently released o ' reilly book deep learning : a practitioner ' s approach , josh patterson and adam gibson . . .
the technology has so much promise , it has sparked a kind of arms race among the giants of tech . google and facebook recently hired the two academics who originally laid out the concepts behind deep learning , and earlier this month , chinese search giant baidu followed suit when it snapped up another academic at the heart of the movement . but adam gibson , an independent software engineer based in san francisco , doesn ' t want this new technology locked inside the biggest names on the net . he believes deep learning techniques should be available to any website , company , or developer interested in using them . and that ' s why he ' s launching a new startup called skymind .
with regards to deep learning , we realized last year that javacpp had the characteristics of something that was in demand especially in that field , that is to say an easy way to access native libraries from an efficient platform like java : java meets caffe , deep learning in perspective . since then , samuel has switched jobs and now works for skymind , integrating javacpp , the javacpp presets , and javacv into nd4j and deeplearning4j , as well as pursuing other avenues , such as maintaining not only bindings for caffe and cudnn , but also for mxnet and tensorflow , among others . many thanks to adam gibson and chris nicholson for their trust ! i am sure we will achieve great things together .
19 . urltoken help @ urltoken 19 case study : orange sv orange is working with skymind to prevent subscriber identity module box ( simbox ) fraud on its mobile network . using an artificial neural network ( ann ) called an autoencoder , orange silicon valley analyzes call detail records ( cdrs ) to find patterns that identify fraud . the ann also predicts the likelihood that an instance is fraudulent . where a static rule system flags cases only as likely fraud or not , the ann enables orange’s analysts to prioritize high probability cases of sim box fraud . “the problem is that fraud moves so quickly that it has been difficult for orange’s static algorithms to detect it , ” told by georges nahon , ceo of orange silicon valley
skymind is the company behind deeplearning4j , if you ' ve been keeping up on your enterprise - level software . deeplearning4j is a distributed deep learning library written for java and scala . this library integrates with existing hadoop and spark frameworks . basically , deeplearning4j is slapped into existing large databases and then it does my job for me . at least , part of it . it searches for patterns in unstructured data ( which a lot of data tends to be these days , especially as we move forward with data collection ) in order to make connections for streamlined analysis . i know , sexy right ? from an analytical perspective and having seen databases with over 16 , 000 un - linked tables in my career , it ' s enough to make my analytical pants sweat .
deeplearning on apachespark with deeplearning4j - java user group basel 10 . 1 . 17
chris nicholson , the company’s co - founder and ceo , decided to start the company after he noticed the steady stream of deep - learning researchers leaving the halls of academia for the six - and seven - figure salaries of large tech companies . with human capital becoming a finite resource , the challenge quickly became about helping companies leverage existing resources to play in the world of deep learning .
eighty percent of the world’s programmers are versed in java programming . nicholson , and his co - founder adam gibson , began to question whether it would be possible to build a library that would let those developers put their skills to work on ai challenges . this idea became deeplearning4j , and it remains the core of
nicholson describes his company as the red hat of deep - learning . red hat , a company that produces open - source software for the enterprise community , has grown to become an over $ 14 billion company .
for startups that produce software for the fortune 100 , the pressure to create in open - source has never been higher . not only does open - source allow companies to stay competitive , it allows the startups producing the technologies to hire the best engineers .
other investors in the party round include muse’s matthew bellamy , hemi ventures , jpush’s chris lo , wei guo , rising tide fund , ullas naik’s streamlined ventures , soma capital , lookout’s kevin mahaffey , gmo venture partners , fundersclub , s2 capital , former head of google search amit singhal and google news creator krishna bharat .
tl ; dr : deep learning startups are in vogue , but that doesn’t mean fundraising is easy . here are the pitfalls startups should avoid to get funded and build a business .
this how - to is for founders and technologists who know something about ai and are currently seeking out their very first investment .
i’m going to generalize a little bit about vcs and the deep learning landscape to keep it readable .
advances in deep learning have made ai hot again , and that heat has launched a lot of startups , investments , and headlines in the last couple years .
but a quick warning to machine - learning grad students : you’re not going to raise on an algorithm . the marginal improvement you made in the basement lab , and which you’re planning to hide from the world , is simply not enough .
vicarious is probably the only ai startup that’s really raised a lot of money on their secret sauce . but the real advances in deep learning are happening now in the public domain , accelerated by a slew of papers shared among major universities and corporate research labs .
it’s going to be hard for you to compete with a community of thousands of grad students and researchers backed by massive corporate gpu clusters , testing their ideas and iterating faster than you can imagine .
the algorithm fallacy is a special case of a more widespread mistake made in silicon valley . technologists admire machines that run faster , do more , and break some record to become superlative . a billion row join ! in under 3 nanoseconds ! they build solutions in search of a problem .
but a lot of the time , those superlative solutions leave potential customers cold . so forget about the bright new algorithm and remember you just need to be good at two things :
in other words , you have to make the algorithm useful in a new way , and only users can tell you if it is .
the world hasn’t caught up to last year’s ai yet , let alone the research we don’t even know about yet . the harder nut to crack is not better ai , but how you will sell the ai that works now . how will you change the world’s behavior so that it drops whatever it’s doing and adopts what you’ve made ? this is not a technological problem ; it’s a sales problem . and when you talk about sales , you talk about human relationships : listening , learning , and persuading .
good investors know this , and they are going to ask you : why should the world care ? how will you sell this thing you’ve made ? what’s your go - to - market ? and many more pesky questions like that .
the first 10 , 000 pitches are the hardest . convincing other people to shower you with their money gets easier after that . that is , you’re going to pitch a lot of investors , and almost all of them are going to say no . please don’t feel bitter . don’t conclude that life is unfair . saying no is their job . vcs , like hiring managers , mostly reject . they need to learn about a lot of companies to find a couple they like .
they also have much more time than you . vc time is measured in years and tied to the lifecycle of their funds ; early - stage startup time is months or weeks . that means they won’t feel your urgency , and they may say silly things like “let’s circle back early next year” when you’re staring down the barrel of next month’s rent .
but you only need one good investor to say yes . after that , others will follow because they trust the signal from the first . so your job is to get through the no to arrive at the yes . don’t tell yourself that you’re wasting precious time . when actors rehearse before their debut , they’re not wasting time . they’re getting better . pitches are just rehearsals . their purpose is to make you better for when your big day comes .
one of the reasons we managed to raise a large seed at the end of y combinator is because we had pitching down . not every startup is as lucky . our secret weapon was a desperate year knocking on doors .
investors come in all stripes and with all sorts of experience . some investors will understand ai and the industry you’re tackling , and others won’t . the two things that all investors understand , regardless of expertise , are traction and social proof . traction is how many users or customers you have , and social proof is how many important players are backing you .
so how do you get traction and social proof ? to get users , you need a product , to get a product , you need funding , and to get funding , you need users . i’m sure you can appreciate the catch - 22 implied in that reasoning . the typical workaround is a bootstrapping marathon of many nights and weekends alongside co - founders who are smart enough to build the tech and dumb enough to accept the risk for very little pay .
just because an investor isn’t an expert on ai doesn’t mean you can get hand - wavy about it . non - experts will have you vetted by people who are smarter than you , me , or them , and the person vetting you will feel a righteous anger if you can’t back up your claims , and your potential investor will hear about it .
so be honest and know your shit . if you have a vision to add ai to your product down the road , be very clear about who you will need to hire , what they will do , and when that moment of adding ai will actually happen .
if you are ready to implement ai now , be ready to name your algorithm and compare it to others to explain your choice . there are usually tradeoffs . for instance , you might accept lower accuracy for more interpretability .
platforms . they’re powerful but rare . if you can build the platform , you control the api , and you have the potential to become the foundation of an enormous ecosystem . that’s what we did , and it worked . but the moment for new platforms in deep learning is passing quickly because network effects are in force . the leading platforms are established .
products . now is the time to build products that are infused invisibly with ai . to your customers , the invisible ai won’t matter , because all they want is the experience your technology you can give them . either you classify photos correctly or you don’t . but investors care a lot about these ai - infused products because they have an edge over the dumb objects we have wrestled with for millennia . this is the edge where new winners are established and old victors are felled .
data . investors will want to know about your data . how will you get the data ? what kind will it be ? is it proprietary ? is it sufficient ? whether your data gives you an edge or not , you should have a plan for how to gather , move , and store it , just like every business building an ai solution . if you can’t answer these questions , you’ll look unprepared .
some people raise on pedigree . they get funded half way through their stanford ph . d . , or immediately after leaving google’s machine learning team , and more power to them . if you don’t have pedigree , you need a product with traction . if you don’t have a product , you need a personality that makes your idea compelling . if you can’t even raise on personality , all you’ve got left is persistence . persistence is what we raised on , and it has come in useful in other ways since the round .
disclosure : when y combinator comes up , it’s worth noting that referly , which later became mattermark , was a y combinator company . as always , the editorial team at mattermark is independent .
adam gibson ( right ) teaches deep learning techniques at the zipfian academy in san francisco .
at google , it helps drive the voice recognition service that lets you search the web merely by talking into your android smartphone . at microsoft , it underpins the new skype translation tool that lets you instantly communicate with people who speak another language . and at facebook , a newly assembled team of engineers is exploring how it might be used to recognize faces in online photos . it ' s called deep learning , and it seeks to remake computing by more closely mimicking the way the human brain processes information , giving machines more power to
learn
as time goes on .
> ' we want to give people machine learning without them having to hire a data scientist . '
we want to give people machine learning without them having to hire a data scientist ,
says gibson , 24 , a college dropout who has taught himself the vagaries of deep learning from public academic papers and has served as a kind of machine learning consultant for various companies while teaching courses on the subject through an outfit called the zipfian academy .
we ' re trying to clone what google does ,
says patterson . and though the project is still in the early stages , gibson says the code is already capable of bringing deep learning techniques to live web services .
we ' re handling production - level systems ,
he says , while declining to name which companies are using it .
at the very least , we ' re able to reproduce the results that the academic papers are producing .
there are other ways of using deep learning . the academic community that founded the movement offers its own open source software tools written in the python programming language , and these serve as the basis for ersatz , a service that lets you tap deep learning algorithms via the internet . but with his open source project , known as deeplearning4j , gibson has bigger ambitions . unlike the academic tools that are already available , his software is built with the java programming language–thus the
4j
–and that means it can run atop hadoop , the massive number crunching system that has become a staple inside many of the world ' s online operations .
based on software designed at google , hadoop is a way of storing and processing enormous amounts of data across hundreds of ordinary computer servers , and this sort of distributed computing power is what deep learning requires .
hadoop is becoming the system of record for all data ,
patterson says .
we need to move deep learning to the data that already lives in hadoop .
an existing open source project , known as mahout , already provides a way of running artificial intelligence algorithms atop hadoop . urltoken uses mahout to drive product recommendations on its popular retail site . but deep learning is something very different from this older breed of ai . according to those who have used it , deep learning comes closer to creating
neural networks
that mirror the way the brain operates . whereas older ai systems must be
taught
to preform tasks by human engineers in many cases , deep learning algorithms are better at learning and adapting on their own .
> ' there are more java programmers out there , but there are probably more machine learning programmers who use python or other languages . '
david sullivan , who oversees ersatz , the online deep - learning service , calls gibson ' s project
interesting ,
and he calls gibson
a very sharp dude .
but he questions whether the move to java is really that important .
there are more java programmers out there , but there are probably more machine learning programmers who use python or other languages ,
he says .
gibson and patterson also argue that java can eventually provide deep learning calculations at much faster speeds . but yoshua bengio , a university of montreal professor who sits at the heart of the deep learning academic community , says this isn ' t necessarily the case .
there are other languages which seem better suited for statistical and numerical computation , not just because of the language itself but because of the community around and the set of tools that have been developed around it ,
he explains .
but bengio still welcomes gibson ' s project–
i ' m a big advocate of diversity ,
he says–and if deep learning is to reach a much wider audience , it must certainly find a place in the world of java . the language has become one of the primary ways of building big - time web services .
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github is home to over 28 million developers working together to host and review code , manage projects , and build software together .
if nothing happens , download the github extension for visual studio and try again .
* offer the apache license , version 2 . 0 , as a new choice of license , …
update version in the ` pom . xml ` file to 1 . 4 . 2 - snapshot
javacpp provides efficient access to native c + + inside java , not unlike the way some c / c + + compilers interact with assembly language . no need to invent new languages such as with swig , sip , c + + / cli , cython , or rpython as required by cppyy . instead , it exploits the syntactic and semantic similarities between java and c + + . under the hood , it uses jni , so it works with all implementations of java se , in addition to android , avian , and robovm ( instructions ) .
as a case in point , we have already used it to produce complete interfaces to opencv , ffmpeg , libdc1394 , pgr flycapture , openkinect , videoinput , artoolkitplus , and others as part of the javacpp presets subproject , also demonstrating early parsing capabilities of c / c + + header files that show promising and useful results .
please feel free to ask questions on the mailing list if you encounter any problems with the software ! i am sure it is far from perfect . . .
to produce binary files for android 4 . 0 or newer , you will also have to install :
finally , because we are dealing with native code , bugs can easily crash the virtual machine . luckily , the hotspot vm provides some tools to help us debug under those circumstances :
to implement native methods , javacpp generates appropriate code for jni , and passes it to the c + + compiler to build a native library . at no point do we need to get our hands dirty with jni , makefiles , or other native tools . the important thing to realize here is that , while we do all customization inside the java language using annotations , javacpp produces code that has zero overhead compared to manually coded jni functions ( verify the generated . cpp files to convince yourself ) . moreover , at runtime , the loader . load ( ) method automatically loads the native libraries from java resources , which were placed in the right directory by the building process . they can even be archived in a jar file , it changes nothing . users simply do not need to figure out how to make the system load the files . these characteristics make javacpp suitable for either
in addition to the few examples provided below , to learn more about how to use the features of this tool , please refer to the source code of the javacpp presets . for more information about the api itself , one may refer to the documentation generated by javadoc .
as a matter of course , this all works with the scala language as well , but to make the process even smoother , it should not be too hard to add support for
native properties
, such that declarations like @ native var could generate native getter and setter methods . . .