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ORIE4741
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Fall 2020
Fall 2020
Section 1 - Python for Data Science
Section 1 - Python for Data Science
Section 10 - AutoML
Section 10 - AutoML
Section 2 - Github, Jupyter, and Colab Crash Course
Section 2 - Github, Jupyter, and Colab Crash Course
Section 3 - Linear Algebra and Gradient Descent
Section 3 - Linear Algebra and Gradient Descent
Section 4 - Generalization Review and Tricks
Section 4 - Generalization Review and Tricks
Section 5 - Scikit-Learn
Section 5 - Scikit-Learn
Section 6 - Basic Data Structures to Use Every Day
Section 6 - Basic Data Structures to Use Every Day
Section 8 - Explainable ML
Section 8 - Explainable ML
Section 9 - Unsupervised Learning
Section 9 - Unsupervised Learning
Session 10 - Causal Inference
Session 10 - Causal Inference
.gitignore
.gitignore
README.md
README.md
Section 7 - Optimization.pdf
Section 7 - Optimization.pdf
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Section materials for ORIE 4741 in Fall 2021.
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