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KAUST_stage_2_2025

Materials for KAUST stage 2 2025

Course Content

Day Topics Lectures Labs Open in Colab Solutions
Day 1 Linear Regression Linear Regression Lecture Linear Regression Basics
Linear Regression Advanced

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Day 2 Classification Classification Lecture Logistic Regression Basics
Classification Advanced

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Day 3 Neural Networks Neural Networks Lecture Neural Networks with NumPy
Neural Networks with PyTorch

Coming soon
Day 4 Advanced Topics Advanced Topics Lecture DCT Compression
Logistic Regression with PyTorch
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Materials for KAUST stage 2 2025

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