Add punctuations in the transcriptions, don't change anything— why did we learn python uni because we had to become a senior machine learning engineer before we had the time to learn programming before we start uh make sure you know we're talking about python 3 not python 2. actually a bit of python 2.7 is also okay geared towards children and phds children and phds python i know python which means i know machine learning ai data science computer vision big data keras tensorflow psychic learn high torch open cv deep learning nlp huge community of kids now i didn't learn python in an online course i actually never really learned it lists are arrays tuples are arrays sets have no order dicts are arrays comprehensions are arrays numpy arrays are arrays no more semicolon errors only white space arrows where is that arrow enumerate enumerate zip os walk tuple unpacking it's not dynamically typed it's strongly dynamically typed in python we don't do constants we only do change who put the main function at the bottom of the file equality is not identity is not identity i can do in python in five lines which you can do in c and 50. and it will take 10 times the time to execute oh i didn't i didn't say that wrong right booyah who needs brackets anyway all these people with their logical syntax sugar might need brackets you can return multiple values multiple values multiple values are udemy no no i learned all of this on medium how many libraries does it take until i can actually put python as my status on linkedin like three numpy med plot live pandas pandas pandas pandas or maybe two you know because we start counting from zero str minus one double colon zero minus one huh all right so that's smart engineering fast and that's engineer that's smart all the compiled languages are worse because you get errors before you can even run them it's like man it's really you know holding you back from innovation science automation progress not very child friendly if you ask me and i'm not a child so i'm a phd oh the shirt goes into the genes in c plus plus everything takes so long you have to write into main declare variables it's literally just the execution that's fast who cares it's about the scientific revolutionary data science machine learning nlp big data that you're going to do with yourself or you can automate your coffee machine which does the coffee that helps you make the scientific advances in lua ideas to code why can't i just run this in latex latex oh this is a python interview all right python why am i so good at this i've never written code before tuple open bracket oh this is machine learning oh this is uh data science uh big data nlp computer vision um ai you know what that is i can give you a quick tutorial i just learned that on youtube on medium uh just an hour ago that's uh machine learning generative advisorial networks have you heard of them or me neither let's check it out oh it's really easy to find the documentation is just one page almost there almost there where's the async with all right oh you want to learn python we can do it just right now you don't really need to learn anything or you need to learn at least three libraries pandas matplotlib and numpy fundamental well the good thing in python is single and double quotes are not differentiated because you don't need to cite properly it's not latex sadly are you convinced should we do a tutorial i mean should we read a medium write a medium block let me show you a graph real quick uh let me introduce you to a graph real quick this represents the amount of memory used by for my program and this represents the amount of memory python uses my screen is not big enough