Preprocessing data for Machine Learning - Python Programming for Finance p. 9

Channel:
United States sentdex
Subscribers:
1,410,000
Published on ● Video Link: https://www.youtube.com/watch?v=Z-5wNWgRJpk


Duration: 9:14
76,798 views
757

Hello and welcome to part 9 of the Python for Finance tutorial series. In the previous tutorials, we've covered how to pull in stock pricing data for a large number of companies, how to combine that data into one large dataset, and how to visually represent at least one relationship between all of the companies. Now, we're going to try to take this data and do some machine learning with it!

https://pythonprogramming.net
https://twitter.com/sentdex
https://www.facebook.com/pythonprogramming.net/
https://plus.google.com/+sentdex



Other Videos By sentdex


2017-01-30Backtesting Alpha Factor - Algorithmic Trading with Python and Quantopian p. 7
2017-01-30Analyzing Alpha Factors with Alphalens - Algorithmic Trading with Python and Quantopian p. 6
2017-01-30Pipeline - Algorithmic Trading with Python and Quantopian p. 5
2017-01-30Research - Algorithmic Trading with Python and Quantopian p. 4
2017-01-30Schedule Function - Algorithmic Trading with Python and Quantopian p. 3
2017-01-30Orders and Leverage - Algorithmic Trading with Python and Quantopian p. 2
2017-01-30Algorithmic Trading with Python and Quantopian p. 1
2017-01-23Machine learning - Python Programming for Finance p. 12
2017-01-23Creating labels for Machine Learning - Python Programming for Finance p. 11
2017-01-23Creating machine learning target function - Python Programming for Finance p. 10
2017-01-23Preprocessing data for Machine Learning - Python Programming for Finance p. 9
2017-01-23S&P 500 company correlation table - Python Programming for Finance p. 8
2017-01-23Combining S&P 500 into one DataFrame - Python Programming for Finance p. 7
2017-01-22Hobbies and Procrastination - Q&A #10
2017-01-17Getting all company pricing data in the S&P 500 - Python Programming for Finance p.6
2017-01-17Automating getting the S&P 500 list - Python Programming for Finance p.5
2017-01-17More stock manipulations - Python Programming for Finance p.4
2017-01-17Basic Stock data Manipulation - Python Programming for Finance p.3
2017-01-17Handling Data and Graphing - Python Programming for Finance p.2
2017-01-17Intro and Getting Stock Price Data - Python Programming for Finance p.1
2016-12-31Artificial Intelligence - Q&A #9


Tags:
preprocessing
machine learning
ai
scikit-learn
Python
programming
finance
tutorial
investing
stocks
trading
data analysis
data science
market
forex
Pandas
analysis
technical analysis
futures
options