Schedule


Date Description Course Materials
September 14, 2022 Machine Learning Club Overview Slides
September 21, 2022 Intro to Python and Kaggle Slides
September 28, 2022 Pandas Tutorial and Decision Trees 1 Pandas Lab
Slides
October 3, 2022 Decision Tree 2 Slides
October 19, 2022 Random Forests and Kaggle Competition Slides
Competition
October 26, 2022 Implementing Decision Trees with Scikit-Learn Lab
Lab Answer Key
November 2, 2022 Decision Tree Contest Workday DTree - Sci-Kit Learn Contest
DTree - From Scratch! Contest
Shell Code
November 9, 2022 Support Vector Machines Slides
Colab Notebook
November 16, 2022 SVM Competition Work Day (AMC) Kaggle Contest
November 30, 2022 Intro to Research: Science Fairs! Slides
ISEF Projects
December 7, 2022 Ensemble Learning Slides
Lab
January 4, 2023 KNN & Naive Bayes Slideshow
January 18, 2023 Neural Networks 1: Forward Prop Slideshow + Practice Problems
February 1, 2023 Neural Networks 2: Forward Prop with Matrices + Intro to Calculus Slideshow
February 8, 2023 Neural Networks 3: Backpropogation Slideshow
February 15, 2023 Neural Networks 4: Hyperparameters Slideshow
February 22, 2023 Convolutional Neural Networks: The Convolution Slideshow
Lab
March 1, 2023 Convolutional Neural Networks: The Network Slideshow
Lab
March 8, 2023 Cloud Computing Collab Slides
Contest
March 15, 2023 Dimensionality Reduction with Autoencoders Slides
Lab
March 22, 2023 GANs Slides