12 Weeks, 24 Lessons, AI for All!
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10 Weeks, 20 Lessons, Data Science for All!
Lab Materials for MIT 6.S191: Introduction to Deep Learning
Open Machine Learning course
- machine-learning
- python
- course
- deep-learning
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