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12 Weeks, 24 Lessons, AI for All!
10 Weeks, 20 Lessons, Data Science for All!
Translated100-Days-Of-ML-Code Chinese version
- machine-learning
- python
- 100-days-of-ml-code
- chinese-simplified
Lab Materials for MIT 6.S191: Introduction to Deep Learning
A multi-module course teaching everything you need to know about using GitHub Copilot as an AI Peer Programming resource.
Open Machine Learning course
- machine-learning
- python
- course
- deep-learning
Udacity Self-Driving Car Engineer Nanodegree projects.
- self-driving-car
- udacity-self-driving-car
- deep-learning
- deep-neural-networks
Lecture Notes for Linear Algebra Featuring Python. This series of lecture notes will walk you through all the must-know concepts that set the foundation of data science or advanced quantitative skillsets. Suitable for statistician/econometrician, quantitative analysts, data scientists and etc. to quickly refresh the linear algebra with the assistance of Python computation and visualization.
- mathematics
- linear-algebra
- python
- jupyter
Urban Informatics and Visualization (UC Berkeley CP255)
Materials for GWU DNSC 6279 and DNSC 6290.
- data-science
- data-mining
- data-visualization
- machine-learning
Syllabus and other general course information