Predicting Stock Prices – Learn Python for Data Science #4




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In this video, we build an Apple Stock Prediction script in 40 lines of Python using the scikit-learn library and plot the graph using the matplotlib library.

The challenge for this video is here:
https://github.com/llSourcell/predicting_stock_prices

Victor’s winning recommender code:
https://github.com/ciurana2016/recommender_system_py

Kevin’s runner-up code:
https://github.com/Krewn/learner/blob/master/FieldPredictor.py#L62

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

Stock prediction with Tensorflow:
https://nicholastsmith.wordpress.com/2016/04/20/stock-market-prediction-using-multi-layer-perceptrons-with-tensorflow/

Another great stock prediction tutorial:
http://eugenezhulenev.com/blog/2014/11/14/stock-price-prediction-with-big-data-and-machine-learning/

This guy made 500K doing ML stuff with stocks:
http://jspauld.com/post/35126549635/how-i-made-500k-with-machine-learning-and-hft

Please share this video, like, comment and subscribe! That’s what keeps me going.

and please support me on Patreon!:
https://www.patreon.com/user?u=3191693

Check out this youtube channel for some more cool Python tutorials:
https://www.youtube.com/watch?v=RZF17FfRIIo
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Comment List

  • Siraj Raval
    December 14, 2020

    Is it racist that your voice REALLY surprised me lol great video man ty!

  • Siraj Raval
    December 14, 2020

    This is a great video. I am using it in my own website about this topic here: https://binbitforex.site/forecasting-stock-prices/

  • Siraj Raval
    December 14, 2020

    I learned a lot from your series when I was a student. now I work at a trading fund and use ML for actual trading… it is not your expertise for sure lol and your modeling is completely wrong. please do what you do better

  • Siraj Raval
    December 14, 2020

    on line 43 I got a bug
    what is it? predicted)price = …. predicted_price = ….. or something else?

  • Siraj Raval
    December 14, 2020

    Where is the prediction? All you did was do the regression of the data. Overfiting the model completly. What I am. Missing?

  • Siraj Raval
    December 14, 2020

    neat but just play

  • Siraj Raval
    December 14, 2020

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    December 14, 2020

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  • Siraj Raval
    December 14, 2020

    This was just regression.
    One can't just use regression to "predict" stock prices as everyday the parameters involved are changing.
    Stock prices prediction involves a lot of different statistical concepts like Brownian Motion, Random Walk etc.
    There are different models in finance like Black-Scholes equation, Monte Carlo Simulation etc. which take into account these parameters.
    You have to know a decent amount of math to build a stock prediction algorithm

  • Siraj Raval
    December 14, 2020

    Good

  • Siraj Raval
    December 14, 2020

    pete

  • Siraj Raval
    December 14, 2020

    You need to split the training and testing data bro

  • Siraj Raval
    December 14, 2020

    So what was the prediction?

  • Siraj Raval
    December 14, 2020

    Hello Siraj brother, how you become so expert in machine learning and data science stuff. Please guide me how should I learn. You are awesome. You look so confident I don't know how you are doing that. How you easily see problems and solves them in minutes. Please brother I am newbie from India to this field, having experience in programming.

  • Siraj Raval
    December 14, 2020

    Also, one cool way to get stock data.
    symbol = 'MSFT'

    df = web.DataReader(symbol, data_source='yahoo', start='2012-01-01', end='2020-01-01')

    data = df.filter(items = ['Open'])

  • Siraj Raval
    December 14, 2020

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    https://www.datacamp.com/tracks/data-scientist-with-python?tap_a=5644-dce66f&tap_s=841152-474aa4

    With no prior coding experience in Python, I learn how easily this language allows you to import, clean, manipulate, and visualize data—all integral skills for any aspiring data professional or researcher.

    I would recommend all my linked connections with similar interests looking to boost their Python skills and wanting to begin their journey to becoming a confident data scientist should try out this awesome course by DataCamp.

    You guys can follow me on my social media profiles for the projects i have done as a data scientist.

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  • Siraj Raval
    December 14, 2020
  • Siraj Raval
    December 14, 2020

    Am I the only lunatic here, or you just can do that in excel without a single line of code.??

  • Siraj Raval
    December 14, 2020

    So energetic! and so oversimplified. I love your videos, but it's true. Keep up the good work. you teach people the basics, You're not the only click-baiter on younube

  • Siraj Raval
    December 14, 2020

    the original source of the code is ::: https://github.com/chaitjo/regression-stock-prediction/blob/master/svr.py
    what a theife

  • Siraj Raval
    December 14, 2020

    this is the last time i watch this shit… siraj made great videos but with these stock market videos he is shitting his chennal

  • Siraj Raval
    December 14, 2020

    man you should make fundamental analysis with other factors like economic calendar and economic news ….
    how this can possible work??? it just take the open price to predict the open prices….

  • Siraj Raval
    December 14, 2020

    very good video

  • Siraj Raval
    December 14, 2020

    i think this guy trying to be zayn malik

  • Siraj Raval
    December 14, 2020

    Cool video, are u high? Better! Haha

  • Siraj Raval
    December 14, 2020

    really appreciate mike harry for his amazing stock strategy this past 5 months it has been indeed a huge success and very profitable.

  • Siraj Raval
    December 14, 2020

    bullshit, you know nothing.

  • Siraj Raval
    December 14, 2020

    Hi siraj ,my name is nitish and i m from India , actually i m using above code but getting error while using get data in python 377
    Will you plZ help me with that

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