Preprocess and analyze stock returns with Python
Learn to statistically analyze the stock performance of a company with Python.
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ENTSO-E API in Python: European energy data analysis
Automate your European energy analyses with Python and the ENTSO-E API. We explain step by step with practical examples.
Backtesting with ML-based investment strategies
Learn to integrate a Machine Learning model into an investment strategy and evaluate its performance using the backtesting.py library with Python.
Working with temporal properties using pandas Datetime Index
Leverage the properties of DatetimeIndex in Pandas for more efficient time series analysis, from formatting the column to creating reports with pivot tables.
Isolation Forest to detect anomalies in time series data
Learn to detect anomalies in time series with Python, using advanced techniques and Machine Learning algorithms.
Unstack data frame after grouping to create heat matrix
Python tutorial to unstack the row categories into columns (long to wide table) to later create a heat matrix.
Style pivot table to create heat matrix
Learn how to highlight the most valuable cells in a Pandas pivot table that summarizes information on billionaires by country and industry.
ESIOS API in Python: Spain energy data analysis
Step by step, you'll learn how to download, preprocess, and visualize data from the Spanish Electric Grid's API using Python.