Introduction – Learn Python for Data Science #1




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Welcome to the 1st Episode of Learn Python for Data Science! This series will teach you Python and Data Science at the same time! In this video we install Python and our text editor (Sublime Text), then build a gender classifier using the sci-kit learn library in just about 10 lines of code.

Please subscribe & share this video if you liked it!

The code for this video is here:
https://github.com/llSourcell/gender_classification_challenge

I created a Slack channel for us, sign up here:
https://wizards.herokuapp.com/

Download Python here:
https://www.python.org/downloads/

Download Sublime Text here:
https://www.sublimetext.com/3

Some Great simple sci-kit learn examples here:
https://github.com/chribsen/simple-machine-learning-examples

and the official scikit website:
http://scikit-learn.org/

Highly recommend this online book as supplementary reading material:
https://learnpythonthehardway.org/book/

Wondering when to use which model? This chart helps, but keep in mind deep neural nets outperform pretty much any model given enough data and computing power. so use these when you don’t have access to loads of data and compute:
http://scikit-learn.org/stable/tutorial/machine_learning_map/

Thank you guys for watching! Subscribe, like, and comment! That’s what keeps me going. Feel free to support me on Patreon:

https://www.patreon.com/user?u=3191693
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Comment List

  • Siraj Raval
    November 14, 2020

    I just got a female prediction using Python 3.8 in Jupyter Notebook by putting in the same info in the video.

    Any way to figure out why I got the opposite prediction??

  • Siraj Raval
    November 14, 2020

    this man didn't tell me where to install the pip install ;(, and i get error when i try to install it in cmd

  • Siraj Raval
    November 14, 2020

    1:16 I'm not sitting i am sleeping

  • Siraj Raval
    November 14, 2020

    Iam completely a beginner & this video is of no use to me, what is this??????

  • Siraj Raval
    November 14, 2020

    It simply never works for me. I follow the steps and I get could not install packages due to an EnviromentError…..

  • Siraj Raval
    November 14, 2020

    I laughed so hard when the guy got punched for Emacs!:D

  • Siraj Raval
    November 14, 2020

    hahahahahaha this guy #best ever

  • Siraj Raval
    November 14, 2020

    Siraj Bro you are awesome… Simply Awesome

  • Siraj Raval
    November 14, 2020

    2:20 made me lol

  • Siraj Raval
    November 14, 2020

    man and women by using body measures.. i m fat.. i might get classified as male.. i feel attacked

  • Siraj Raval
    November 14, 2020

    ben looking for something just like this— this fits perfect!!!!!! p.s. thanks

  • Siraj Raval
    November 14, 2020

    Free data science sessions by senior data scientist Utsav Aggarwal https://www.youtube.com/channel/UCSz5IBDVS2zlPcZofdZfELg

  • Siraj Raval
    November 14, 2020

    steps in installing the package
    Open cmd
    Step 1 locate the folder where you installed python got to Scrips and copy its address for me its D:PythonScripts
    Step 2 go to Cmd and type: cd D:PythonScripts "the addres of Script"
    Step3 type :pip
    Step4 type:pip install sklearn

  • Siraj Raval
    November 14, 2020

    You are like the computer science teacher I never had (because I never took the subject).

    But, I will begin now, now that I have Python and Siraj, the 2 things every non-coder should have.

    Btw, I am not able to access your Slack channel.

  • Siraj Raval
    November 14, 2020

    Genius!! Data science is somehow boring but you've made it tremendously awesome.

  • Siraj Raval
    November 14, 2020

    I am lost but I am not mad so I did it again and I now understand it thanks.

  • Siraj Raval
    November 14, 2020

    No emacs? What's wrong with you man?

  • Siraj Raval
    November 14, 2020

    dude this made me laugh so hard i love your videos man

  • Siraj Raval
    November 14, 2020

    This is the first thing I learnt by myself. ..print('hello world')

  • Siraj Raval
    November 14, 2020

    you are good, siraj!

    your pronounciations is clear, you dont show accent, and your explanation was good

  • Siraj Raval
    November 14, 2020

    Linear regression gives the result as Female…..others give it as Male

  • Siraj Raval
    November 14, 2020

    Your explanation would have been more clearer

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