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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 ;)

Jupyter Notebook 28,351 7,957 Updated Jun 25, 2024

Course materials for the Data Science Specialization: https://www.coursera.org/specialization/jhudatascience/1

HTML 1,204 6,081 Updated Feb 5, 2017

Course materials for the Data Science Specialization: https://www.coursera.org/specialization/jhudatascience/1

HTML 1,886 14,623 Updated Jul 24, 2022

Code accompanying the book "Machine Learning for Hackers"

R 3,772 2,205 Updated May 26, 2019

The lecture slides for Coursera's Data Analysis class

JavaScript 772 722 Updated Sep 22, 2015

EuroScipy 2014 tutorial: Introduction to predictive analytics with pandas and scikit-learn

Python 85 55 Updated Aug 30, 2014

Notes used to give tutorials

Python 10 1 Updated Sep 1, 2018

Notebooks and code for the book "Introduction to Machine Learning with Python"

Jupyter Notebook 7,968 4,690 Updated Mar 14, 2024

💻 Data Structures and Algorithms in Python

Python 3,090 828 Updated Aug 3, 2021

📚 List of awesome university courses for learning Computer Science!

65,150 8,289 Updated May 4, 2023

NYU ITP data storytelling

Python 86 43 Updated Oct 17, 2013