manote101 / introduction-to-machine-learning

Repository of course materials for a two-day course on machine learning using Scikit-Learn and PyTorch

introduction-to-machine-learning

Repository of course materials for a three-day course on machine learning using Scikit-Learn and PyTorch

Day 1: Lectures

• Morning: Introduction to Machine Learning
• Afternoon: Introduction to Deep Learning

Day 2: Introduction to Scikit-Learn

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Day 3: Introduction to PyTorch

1. PyTorch Tutorial

2. NN in Numpy

3. NN in PyTorch

4. CNN PyTorch

5. Data Loaders

6. Data Augmentation

7. Fine Tuning