Course overview
You will learn to apply linear regression to create models for cryptocurrency price prediction. You will master data processing and analysis techniques to make predictions based on historical data. As a result, you will be able to develop models for predicting Bitcoin prices using machine learning.
You will learn
Apply linear regression for predicting Bitcoin prices
Use methods for analyzing historical data to make predictions
Develop and test machine learning models for financial forecasting
Implement a REST API that will generate predictions
Table of contents
About the pet project
Theory
8 min.
Fetching trading history
Practice
50 min.
Aggregating candlestick data (bars)
Practice
30 min.
Forecasting cryptocurrency price
Practice
2 min.
Frequently Asked Questions
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