aka "Bayesian Methods for Hackers": An introduction to Bayesian methods + probabilistic programming with a computation/understanding-first, mathematics-second point of view. All in pure Python ;)

Statistical Rethinking course and book package

Implementation of Markov Chain Monte Carlo in Python from scratch

Statistical Rethinking Course for Jan-Mar 2023

Analyzes 10 years of SEC 10-K filings from S&P 50 firms using NLP and Guided LDA to evaluate ESG communication clarity and detect greenwashing. Introduces the Greenwashing Risk Index (GRI) to measu…

📊 Path to a free self-taught education in Data Science!

Your new Mentor for Data Science E-Learning.

MADS ALGOS AND DSA

Code and slides of my YouTube series called "Audio Signal Proessing for Machine Learning"

Code that accompanies the book "Linear Algebra for Data Science"

From the Specialization of Mathematics for Machine Learning and Data Science by DeepLearning.AI from Coursera.

A series of Python Jupyter notebooks that help you better understand "The Elements of Statistical Learning" book

SQL data analysis & visualization projects using MySQL, PostgreSQL, SQLite, Tableau, Apache Spark and pySpark.

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