Presentations and code

2023-2024

2022-2023

1/13/23 Presentation: https://docs.google.com/presentation/d/1QAWZgy8asEINQ2JIx7JwyXzPiPkfYx8psVtaKNSDuUA/edit?usp=sharing

11/11/22 Presentation: https://docs.google.com/presentation/d/1yIxS5QpqT0kB6ZKu6twGj4eSBQycpC4z9HDgNfjIxrc/edit?usp=sharing

11/4/22 Presentation: https://docs.google.com/presentation/d/11LjU9YJb95uAFGuSTa0X8JTt5jvFjh4zrO4I6yRYkIA/edit?usp=sharing

10/7/22 Presentation: https://docs.google.com/presentation/d/1rvebn1Mpnp_vBzro4dZRq_wIjWhiPNaVsX6opBcunn4/edit?usp=sharing

11/11/22 Google Colab (Housing Prices) link: https://colab.research.google.com/drive/1BZyO9dEkPr-wtUQEe-brPfBoH-rG5vYb?usp=sharing

Housing Prices Data

training_data_housing_prices.csv: https://drive.google.com/file/d/1VOgXaaFBwgpULGwlst7pfIoj4ll2KXxT/view?usp=sharing 

10/7/22 Google Colab (Titanic) link: https://colab.research.google.com/drive/1TMNN2D-BlubGdUIGQHRkT4RQTd8_A6oS

Titanic Data

train.csv: https://drive.google.com/file/d/1u8BjXH7cichwxIo56gYveh8lkjk2KWXi/view?usp=sharing 

test.csv: https://drive.google.com/file/d/1R-C-thyyhphFlTd2HJBI9s0QE1-zbsFz/view?usp=sharing

Regression 

Neural Networks 

Forward Propagation 

Convolutional Neural Network 

Computer Vision

Natural Language Processing 

2020-21: Presentations

Introduction to AI and Machine Learning

Training and Loss

AI and Finance

Gradient Descent

Neural Networks and Other Machine Learning Concepts

Chatbots

Review for Second Semester

AI and Social Media

Computer Vision and Medicine

Natural Language Processing

2019-20: Presentations

First Flex Info Session

First Club Info Session

General Machine Learning Concepts and Terminology

Linear Regression

Gradient Descent

Ethics Day - 1

Ethics Day - 2

Convolutional Neural Networks

LSTMs and Recurrent Neural Networks

Reinforcement Learning

2020-21: Google Colab Notebooks (the code). If you want to edit the code yourself, go to file -> make a copy.

Google Colab Tutorial - https://colab.research.google.com/drive/15hM6lMTCd-_EUaW7b9gE_S7pKBCSw2pm?usp=sharing

Advanced Colab Tutorial - https://colab.research.google.com/drive/1ddBf7fuATxqmpNpSXYzol0k6lj2su2Lu?usp=sharing

House Prices Linear Regression - https://colab.research.google.com/drive/1qeTaEDdlRnH55XPx5Yzln9aro3-6x4Os?usp=sharing

House Prices Data CSV - https://drive.google.com/file/d/1-5SxsKIc46zEZKuxTXKqnmV13yrC2vBL/view?usp=sharing

Neural Network For Stock Price Prediction - https://colab.research.google.com/drive/1905NyOEXBhoBhDDKJonkVlNFxhJhK0Qb?usp=sharing

Financial Data CSV - https://drive.google.com/file/d/1bd-J0tYfUytjVeoqID9D-vY3wBDhVN59/view?usp=sharing

Neural Network From Scratch - https://colab.research.google.com/drive/1o36w-dt1wWwPZTwmi8uD-7Qf0SdsO6bL?usp=sharing

Fashion MNIST CNN - https://colab.research.google.com/drive/1jcl8miOgEjuJt6U585rZiJH1aIYJjLiP?usp=sharing

Fashion MNIST Answer Key - https://colab.research.google.com/drive/1K3juZyueTBJddOPGcqm2_VjeERM94a_l?usp=sharing

CIFAR-10 CNN - https://colab.research.google.com/drive/1ZnpQU2HdvSAi5qcZFJJkJattbDoZGqC5?usp=sharing

AI Club Project Section 1 - https://colab.research.google.com/drive/170KgUezyE7uQUdhuV41LFTlzViUMS_Ng?usp=sharing

AI Club Project CSV - https://drive.google.com/file/d/1TBKe9UcSQyE-1io6hjM5YgRqxAv7FE9g/view?usp=sharing

2019-20: Google Colab Notebooks (the code). If you want to edit the code yourself, go to file -> make a copy.

Linear Regression Tutorial - https://colab.research.google.com/drive/1aSb2TwKxaeCsqWUZH2toFyvMcs9gotDz

Machine Learning Concepts Tutorial (Overfitting, Underfitting, Cross Validation, Polynomial Regression) - https://colab.research.google.com/drive/1USoINVp_6SrEmzAOsXvY_lK1XeFVdXAS

Convolutional Neural Network Tutorial - https://colab.research.google.com/drive/1IrOltFMh2ynn074MNLRUslHOEip1NtmL

Vanilla Neural Network - https://colab.research.google.com/drive/1F7l-YFdpAJ_jw4Hn4maTEb674lRrlYYj?usp=sharing

Decision Trees - https://colab.research.google.com/drive/1TMNN2D-BlubGdUIGQHRkT4RQTd8_A6oS?usp=sharing

Natural Language Processing Demonstration - https://colab.research.google.com/drive/1mZNBEWgrJuQDc2j4cyQ8YNuaKkDjaFHF?usp=sharing

Template AI Club Project (1st part) - https://colab.research.google.com/drive/1aaNWzQdaURQKZheJovdogEU3-V115cHg?usp=sharing

Template Text Generation - https://colab.research.google.com/drive/1jdW8gIXIUZAzsNGK0cELk8tvlVwR3zYQ?usp=sharing