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Hands-on Sequential Learning and Design of Experiments
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Classroom Contents
Hands-on Data Science and Machine Learning Training (2020)
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- 1 Introduction to Jupyter Notebooks, Data Organization and Plotting (1st offering)
- 2 Introduction to Jupyter Notebooks, Data Organization and Plotting (2nd offering)
- 3 Repositories and Data Management (1st offering)
- 4 Repositories and Data Management (2nd offering)
- 5 Hands-on Supervised Learning: Part 1 - Linear Regression and Neural Networks (1st offering)
- 6 Hands-on Supervised Learning: Part 2 - Classification and Random Forests (1st offering)
- 7 Hands-on Supervised Learning: Part 2 - Classification and Random Forests (2nd offering)
- 8 Hands-on Unsupervised Learning using Dimensionality Reduction via Matrix Decomposition (1st)
- 9 Hands-on Unsupervised Learning using Dimensionality Reduction via Matrix Decomposition (2nd)
- 10 Hands-on Sequential Learning and Design of Experiments
