Algorithmic Trading Python for Beginners FULL TUTORIAL

YOUR LINK HERE:

http://youtube.com/watch?v=GDMkkmkJigw

We have a created an Algorithmic Trading Course in python for pure beginners wherein we discuss multiple concepts from a basic zero to hero framework. The video is a full tutorial which starts from basic installation of python and anaconda all the way to backtesting strategies and creating trading API. There are more quality quantitative strategy video son our channel that can be found below: • / @quantprogram • The full code can be downloaded from the link below: • https://www.quantprogram.com/Algorith... • Feel free to check out our Quantitative Trading course: • https://www.quantprogram.com • Chapters • 00:00 Intro • 00:55 Installation of Anaconda • 01:50 Installing Yfinance • 02:40 Working with Jupyter Notebook • 06:58 Working with numpy and pandas and other libraries • 07:50 Downloading stock data • 12:00 Working with data • 13:00 Read and writing Data • 21:35 Separating and Segregating Data • 23:00 Data visualization and graphs • 26:00 Normalization • 30:00 Making changes and creating new data • 42:00 Deleting Data • 44:40 Resampling Data • 48:50 Histogram Graph • 50:30 Mean, Variance and Standard Deviation • 01:00:00 Scatter Plot • 01:00:40 Stock Comparison with risk metric • 01:01:50 For loops • 01:09:00 Correlation and Covariance • 01:10:20 Heat map • 01:15:00 Challenge 1 • 01:16:00 Simple and Log returns • 01:23:00 Creating Moving averages data • 01:32:15 Challenge 2 • 01:35:00 Reindexing • 01:37:45 Forward fill and Backfill • 01:41:00 Cumulative returns and drawdowns • 01:57:00 Creating and Backtesting Strategies • 02:09:00 Comparison to buy and hold • 02:11:40 Long bias Strategy • 02:16:00 Challenge 3 • 02:16:30 Creating a function • 02:26:30 Creating a class • 02:43:30 Importing and Using a Class • 02:48:45 Challenge 4 • 02:51:00 API • 02:52:00 Working with API • Disclaimer: The contents provided in the channel are purely educational. We do not provide any financial or investment advice. There is a very high degree of risk involved in trading. Past results are not indicative of future returns. quantprogram.com and all individuals affiliated with this site assume no responsibilities for your trading and investment results. The contents, videos, columns, articles and all other features are for educational purposes only and should not be construed as investment advice.

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