vania-janet/multiturn-rag-retrieval-data huggingface dataset:
So you're 23 with no higher graduation, certificates etc which would allow you to study / training but with a high passion for logical thinking and math? Im 31 now, i was in a similar position back then when i was 23. The very best thoughts i want to throw you over: FORGET IT (AT LEAS THIS WAY) - You need cash equity (not borrowed) to even get a foot in the door (read on why) . The fact that you even consider to trade with a few hundred dollar shows how desperate you're, it would very likely result in loss, resignation and mental pain.  Let me get you a reality check: If you think you can quadruple your money within months with ease and no risk your wrong - this mindset is gambling - don't end up as gambler. To make 24K a year or 2K a month (taxes are not included) would mean 10% a month on a 20K account which would be almost impossible on a long run (show me a hedge-fund with that performance) - What do you do on draw down months - 3 months no profit would mean you're 8K behind - you wont make a living wit ha 20K account in a western civilization and normal lifestyle. Big question, how do you want to trade? Everything newsfeed / latency based is very hard to compete in. So called technical systems drawing lines, fancy indicators etc are bogus in my opinion (read taleb black swan). Trading/speculation based on fundamentals is a different animal - It to be able to do that you would need to understand the market you trade and what influences it, takes lot time, brainpower , tools ready (ugh, hard to write the picture on my mind). Im 31 years into trading now, seen so many faces come and most of them go in that time , to me it sounds like you quietly hope for a lotto ticket. To speak about hardware, ie the tools you need depends on your trading style (again a hint that a lot more study is needed. If you're really hooked, readreadread and get in touch with people - always question yourself.
But the point is, you can open an IRA account, have the money transferred from your IRA account with the bank, and make the investments on-line all by yourself instead of having a financial advisor do it on your behalf and charge you a fee for doing so (not to mention possibly screwing it up.) You can set up Automated Investment too; the mutual fund company will gladly withdraw money from your checking account and invest it in whatever fund(s) you choose. All this is not complicated at all. If you would like to follow the Couch Potato strategy and rebalance your portfolio once a year, you can do it by yourself too. If you want to invest in funds other than the S&P 500 Index fund, etc. most mutual fund companies offer a ""portfolio analysis"" and advice for a fee (and the fee is usually waived when the assets increase above certain levels - varies from company to company). You could thus have a portfolio analysis done each year, and hopefully it will be free after a few more years. Indeed, at that level, you also typically get one person assigned as your advisor, just as you have with a bank. Once you get the recommendations, you can choose to follow them or not, but you have control over how and where your IRA assets are invested. Over the years, as your IRA assets grow, you can branch out into investments other than ""staid"" index funds, but right now, having a financial planner for your IRA might not be worth it. Later, when you have more assets, by all means if you want to explore investing in specific stocks with a brokerage instead of sticking to mutual funds only but this might also mean phone calls urging you to sell Stock A right now, or buy hot Stock B today etc. So, one way of improving your interactions and have a better experience with your new financial planner is to not have a planner at all for a few years and do some of the work yourself."
-Get a job doing it.  -Try the CFA curriculum if you want the base financial knowledge - but only if you don't have that knowledge already.  -Check out coursera  -Try writing some pricing tools or trading algo, depending on what area you're interested in. The future is not options pricing, the future is in data aggregation and prediction.  Yes it's possible to learn if you have the mathematical foundation. It's really no as complicated as the world believes. Remember that most people go finance -&gt; math and find it hard whereas you're going math -&gt; finance.
"You are your own worst enemy when it comes to investing. You might think that you can handle a lot of risk but when the market plummets you don't know exactly how you'll react. Many people panic and sell at the worst possible time, and that kills their returns. Will that be you? It's impossible to tell until it happens. Don't just invest in stocks. Put some of your money in bonds. For example TIPS, which are inflation adjusted treasury bonds (very safe, and the return is tied to the rate of inflation).  That way, when the stock market falls, you'll have a back-stop and you'll be less likely to sell at the wrong time. A 50/50 stock/bond mix is probably reasonable. Some recommend your age in bonds, which for you means 20% or so. Personally I think 50/50 is better even at your young age. Invest in broad market indexes, such as the S&P 500. Steer clear of individual stocks except for maybe 5-10% of your total. Individual stocks carry the risk of going out of business, such as Enron. Follow Warren Buffet's two rules of investing:  a) Don't lose money b) See rule a). Ignore the ""investment porn"" that is all around you in the form of TV shows and ads. Don't chase hot companies, sectors or countries.  Try to estimate what you'll need for retirement (if that's what your investing for) and don't take more risk than you need to. Try to maintain a very simple portfolio that you'll be able to sleep well with. For example, check into the coffeehouse investor  Pay a visit to the Bogleheads Forum - you can ask for advice there and the advice will be excellent. Avoid investments with high fees. Get advice from a good fee-only investment advisor if needed. Don't forget to enjoy some of your money now as well. You might not make it to retirement. Read, read, read about investing and retirement. There are many excellent books out there, many of which you can pick up used (cheap) through amazon.com."
You really have asked two different questions here: I'm interested in putting away some money for my family Then I urge you to read up on investing. Improving your knowledge in investing is an investment that will very likely pay off in the long-term - this can't be answered here in full length, pointers to where to start are asset allocation and low-cost index funds. Read serious books, read stackexchange posts, and try avoid the Wall Street marketing machine. Also, before considering any long term investments, build an emergency fund (e.g. 6 months worth of your expenses) in case you need some liquid money (loss of job etc.), and also helps you sleep better at night. What things are important to consider before making this kind of investment? Mainly the risk (other answers already elaborate on the details).  Investing in a single stock is quite risky, even more so when your income also depends on that company. Framed another way: which percentage of your portfolio should you put into a single stock? (which has been answered in this post). If after considering all things you think it's a good deal, take the offer, but don't put a too great percentage of you overall savings into it, limit it to say 10% (maybe even less).
I'm going to be a bit off topic and recommend 'The Only Investment Book You'll Ever Need' by Andrew Tobias. It doesn't start with describe the workings of the stock market. Instead, it starts with making sure you have a budget and have your basic finances in order BEFORE going into the stock market. This may not sound like what you are looking for, but it really is a valuable book to read, even if you think you are all set up in that department.
Goal - What is it that you are saving or investing to have: Educational costs, retirement, vacation, home, or something else. Dollar figure and time period would be the keys here. Risk tolerance - What kind of risks are you prepared to accept with the investment choices you are making? What kind of time commitment do these investments have and are you prepared to spend the time necessary for this to work? This is about how wild are the swings as well as what beliefs do you have that may play a role here. Strategy - Do you know what kind of buy and sell conditions you have? Do you know what kind of models you are following? This is really important to have before you buy something as afterward you may have buyer's remorse that may cause more problems in a sense. Record keeping - Do you know what kinds of records you'll need for tax purposes? Do you know how long to hold onto records? Those would be the main ones to my mind.
As stated in the comments, Index Funds are the way to go. Stocks have the best return on investment, if you can stomach the volatility, and the diversification index funds bring you is unbeatable, while keeping costs low.  You don't need an Individual Savings Account (UK), 401(k) (US) or similar, though they would be helpful to boost investment performance. These are tax advantaged accounts; without them you will have to pay taxes on your investment gains. However, there's still a lot to gain from investing, specially if the alternative is to place them in the vault or similar. Bear in mind that inflation makes your money shrink in real terms. Even a small interest is better than no interest.  By best I mean that is safe (regulated by the financial authorities, so your money is safe and insured up to a certain amount) and has reasonable fees (keeping costs low is a must in any scenario).  The two main concerns when designing your portfolio are diversification and low TER (Total Expense Ratio). As when we chose broker, our concern is to be as safe as we possibly can (diversification helps with this) and to keep costs at the bare minimum.  Some issues might restrict your election or make others seem better. Depending on the country you live and the one of the fund, you might have to pay more taxes on gains/dividends. e.g. The US keeps some of them if your country doesn't have a special treaty with them. Look for W-8Ben and tax withholding for more information.  Vanguard and Blackrock offer nice index funds. Morningstar might be a good place for gathering information. Don't trust blindly the 'rating'. Some values are 'not rated' and kick ass the 4 star ones. Again: seek low TER. Not a big fan of this point, but I'm bound to mention it. It can be actually helpful for sorting out tax related issues, which might decide the kind of index fund you pick, and if you find this topic somewhat daunting. You start with a good chunk of money, so it might make even more sense in your scenario to hire someone knowledgeable and trustworthy. I hope this helps to get you started. Best of luck.
You can't. Even as a technical trader you should know what events are coming up and be prepared. You can't prepare for everything but you should know when the earnings dates are. You should also pay attention to the market in general. Stocks also have personalities and you should get to know that personality.  Most important thing in trading is deciding when to get out before buying and stick to it when it goes against you. It is also one of the hardest things to do.
For the mechanices/terms of stock investing, I recommend Learn to Earn by Peter Lynch. I also like The Little Book of Common Sense Investing by John Bogle. It explains why indexing is the best choice for most people. For stock picking, a good intro is The Little Book of Value Investing by Chris Brown. And then there is The Intelligent Investor by Ben Graham. IMO, this is the bible of investing.
"You have already indicted in another question, titled Which risk did I take winning this much?, that you did not understand (1) Why a previous trade made you as much money as it did; nor (2) How much you could have lost if things went a different way. You were, in that other question, talking about taking short position, without understanding (apparently) that a short position can create losses exceeding the value of your initial investment. Can one make money doing day trading? Yes, an educated investor may be able to prudently invest in short term positions making knowledgeable judgments about risk, and still make money. Can you make money doing day trading? Well, maybe. You have in the past, in what you described in a previous post as ""winning"". So even in your own eyes, you were effectively gambling, and got lucky. Perhaps the more relevant questions you can ask yourself are: Can you lose money doing day trading? And, most importantly, Are you more likely to lose money day trading, or consistently make money by taking on reasonable and educated risks?"
I say, before investing your real capital into the Stock Market, play around on the virtual stock exchange game. It let's you invest with virtual capital and you can gain experience with the stock market. I wouldn't start investing in stock until I'm sure I can cover losses though. If you do intend to invest stocks so early in your career, then you should learn how to read SEC filings (not necessary, but helpful in understanding how investors think) such as 8-K/10-K/10-Q documents so you can predict profitability and growth of companies you invest in. Once you become a veteran of the stock market game, you probably won't need to read the SEC filings into too much detail - especially if you have a diverse portfolio. Good Luck. The one takeaway from this message would probably be: Stop! and play around on virtual stocks before immersing yourself in the real thing.
The steps you outlined are fine by themselves. Step 5, seeking criticism can be less helpful than one may think. See stocktwits.com There are a lot of opposing opinions all of which can be correct over different time-frames. Try and quantify your confidence and develop different strategies for different confidence levels. I was never smart enough or patient with follow through to be a successful value investor. It was very frustrating to watch stocks trade sideways for years before the company's intrinsic value was better reflected in the market. Also, you could make an excellent pick, but a macro change and slump could set you back a year and raise doubts. In my experience portfolio management techniques like asset allocation and dollar-cost-averaging is what made my version of value investing work. Your interest in 10k/10q is something to applaud. Is there something specific about 10k/10q that you do not understand? Context is key, these types of reports are more relevant and understandable when compared to competitors in the same sector. It is good to assess over confidence! It is also good to diversify your knowledge and the effort put into Securities Analysis 6th edition will help with other books in the field. I see a bit of myself in your post, and if you are like me, than subsequent readings, and full mastery of the concepts in 'Securities & Analysis 6th ed.' will lead to over confidence, or a false understanding as there are many factors at play in the market. So many, that even the most scientific approaches to investing can just as equally be described as an 'art'. I'm not aware of the details of your situation, but in general, for you to fully realize the benefits from applying the principals of value investing shared by Graham and more recently Warren Buffett, you must invest on the level that requires use of the consolidation or equity method of accounting, e.g. > 20% ownership. Sure, the same principals used by Buffett can work on a smaller scale, but a small scale investor is best served by wealth accumulation, which can take many forms. Not the addition of instant equity via acquisitions to their consolidated financials. Lastly, to test what you have learned about value investing, and order execution, try the inverse. At least on paper.
"Is this amount an adequate starting amount to begin investing with? Yes. You can open an account at a brokerage with this amount. I'm not sure I would invest in individual stocks at this point. Which services should I use to start buying shares? (Currently my bank offers this service but I'm willing to use other sources) I can't make UK-specific recommendations, but I'd compare your bank's fees to those of a discount broker -- as well as the variety and level of service available. I would like to regularly increase the amount invested in shares. Is it worth doing this in say £200 increments? Take a look at the fees associated with each investment. Divide the fee by the increment to see what percent you'll lose to fees/commissions. Keep in mind that you have to gain more than that percentage to start earning a positive return on your investment. If you have access to fee-free automatic mutual fund investments, and you can commit to the £200 amount on a regular basis going forward, then this can be a completely free way of making these incremental investments. See also this answer on dollar cost averaging, and my comment on the other answer on that question for how fees impact returns. When buying shares should I focus on say two or three companies, or diversify more? I would diversify into two or three different index funds. Read up on asset allocation. For example, you might invest 1/3 of your balance into S&P 500 index fund, bond index fund, and MSCI EAFE index fund (but that's just a rough example, and not necessarily good for you). I highly recommend ""The Intelligent Asset Allocator"" by William Bernstein for excellent info on diversification and asset allocation."
"If you want to do #1, then you should form an ""investment club."" This is an entity that is recognized by the SEC and the IRS.  From the SEC: An investment club is a group of people who pool their money to make investments. Usually, investment clubs are organized as partnerships and, after the members study different investments, the group decides to buy or sell based on a majority vote of the members. Club meetings may be educational and each member may actively participate in investment decisions. https://www.sec.gov/investor/pubs/invclub.htm You should do your own legal research on how to organize, but I believe that a common way is to form a formal partnership, which then provides the legal structure for distributing gains, tax liability, income, and other costs to the members.  IRS publication 550 has a section on Investment Clubs from a tax perspective, but I'd definitely recommend get professional help on this in addition to whatever you can read yourself. As for #2, I believe that's illegal unless you're licensed."
If you literally know almost nothing?  I suggest:  1) learn financial terms, such as going through a glossary  2) learn how to read financial statements (balance, income, and cash flow sheets)  edit:   If you mean just in terms of a job?  I have no advice other than to keep your mind open, adapt, and be proactive/enthusiastic.
"Your questions seek answers to specifics, but I feel that you may need more general help. There are two things, I feel, that you need to learn about in the general category of personal finance. Your asking questions about investing, but it is not as important, IMHO, as how you manage your day-to-day operations. For example, you should first learn to budget. In personal finance often times ""living on a budget"" equates to poor, or low income. That is hardly the case. A budget is a plan on how to spend money. It should be refreshed each and every month and your income should equal your expenses. You might have in your budget a $1200 trip into the city to see a concert, hardly what a low income person should have in theirs. Secondly you need to be deliberate about debt management. For some, they feel that having a car payment and having student loans are a necessary part of life and argue that paying them off is foolish as you can earn more from investments. Others argue for zero debt. I fall in the later. Using and carrying a balance on high interest CCs and having high leases or car payments are just dumb. They are also easy to wander into unless you are deliberate. Third you need to prepare for emergencies. Engineers still get laid off and hurt where they are unable to work. They get sued. Having the proper insurance and sufficient reserves in the bank help prevent debt. Now you can start looking into investments. Start off slow and deliberate with investing. Put some in your company 401K or open some mutual funds on the side. You can read about them and talk with advisers, for free, at Fidelity and Vanguard. Read books from the library. Most of all don't get caught up in too much hype. Things like Forex, options, life insurance, gold/silver, are not investments. They are tools for sales people to make fat commissions off the ignorant. You are fortunate in that Engineers are very likely to retire wealthy. They are part of the second largest demographic of first generation rich. The first is small business owners. To start out I would read Millionaire Next Door and Stop Acting Rich.
"I'd answer it this way:  What do you want to do? I'd say any amount is acceptable from as low as $100.  When you look at the specific ""tree"" of investing paying $5 for a $100 seems unacceptable.  However when observing the ""forest"" what does it matter if you ""waste"" $5 on a commission?  Your friends (and maybe you) probably waste more than $5 multiple times per day.  For them buying a latte might empower them, if buying another share of HD, for a similar cost, empowers you than do it.  In the end who will be better off? Studies show that the more important part of building a significant investment portfolio is actually doing it.  Rate of return and the cost of investing pales in comparison to actually doing it.  How many of your peers are doing similar things?  You are probably in very rare company. If it makes you happy, it is a wonderful way to spend your money."
You didn't even know that you can't avoid capital gains taxes by reinvesting stock gains. You don't know enough, and worse, you're not experienced enough. I deduce you're either a college student, or a recent grad. Which means you don't have experience investing your own money. You don't know how the market moves, you just know the theory. You know who you are? You're me, 20 years ago. And thank God my grandparents ignored my advise. I was right about their utilities stocks back then, too. But I know from what I learned in the years afterwards, investing on my own account, that at some point I would have hurt them. And I would have had a very hard time living with that. So, tell your folks to go visit a fee-only financial adviser to create a retirement plan. Perhaps I'm reading into your post, but it seems like you're enthusiastic about investing; stocks, bonds, building wealth, etc. I love that. My advise -- go for it! Pull some money together, and open your own stock account. Do some trading! As much as people grouse about it, the market really is glorious. It's like playing Monopoly, but for keeps. I mean that in the best way possible. It's fun, you can build wealth doing it, and it provides a very useful social purpose. In the spirit of that, check out these ideas (just for you, not for your folks!), based on ideas in your post: Good luck."