Bastien

Learn how to get started with Data Science using Python

Getting Started

How long does it take to learn Python for Data Science in 2023

Streamlit

How to do an interactive dashboard with Python using Streamlit

Machine Learning

How to avoid overfitting in Python

Learn the tools that big banks and quants companies are using for complex financial modeling.

Finance

How to do a trend-following algorithm in Python

How to analyze the correlation between two variables

How to do linear regression in Python

Fundamentals

How to do statistics on a DataFrame

How to read an excel, csv, json file in Python

How to do AI in Python

How to install Jupyter lab

Learn how to scrape websites, transform data into patterns and build machine-learning models using the Pandas library.

Pandas

How to install the Pandas library for Python

Learn about the best methods to read, clean, plot and save data.

DataFrame

How to groupby using multiple operations with Pandas using Python

How to compute the standard error of the mean with Pandas using Python

How to combine two DataFrame together either by rows or columns with Pandas using Python

How to drop a DataFrame column with Pandas using Python

How to compute the exponential moving average with Pandas using Python

Statistics

How to compute the quantiles of a DataFrame with Pandas using Python

How to compute the variance of a DataFrame with Pandas using Python

How to compute the standard deviation of a DataFrame with Pandas using Python

How to compute the average value of a DataFrame with Pandas using Python

How to compute the cumulative product with Pandas using Python

How to compute the Sharpe Ratio using Python

Learn the best way to create AMAZING graphs that are super easy to understand!

Matplotlib

How to hide the axes spines of a plot with Matplotlib using Python

How to compute the present value of an annuity in Python

How to compute the cumulative sum of a column with Pandas using Python

How to split values into discrete intervals categories with Pandas in Python

How to save a DataFrame in HTML format

Seaborn

How to plot a histogram but split it by categories using Seaborn in Python

How to get the number per row of columns that are not 0

How to use Seaborn in Python

Data Science

Learn everything you need to know about Data Science