There are a few Computer Science classes available in the high school, but courses for Data Science and Machine Learnings are not taught in the regular, honors, or AP curriculum. One major goal of the Community AI is to spread the knowledge of Machine Learning to more students so that the community gains from the projects these students subsequently build.
Deep Dive Series: Concepts and Hands on Codding
What is Machine Learning?
Linear Regression
Neural Networks
Logistic Regression
Data Preprocessing
Optimization
Application of ML
K-Means Clustering
Generative AI
Intro Series: Concepts in 2 Minutes
What is ML?
by Shraman
Optimization Algorithms: Gradient Discent
by Shreyas
Overfitting and Underfitting
by Shraman
Example: Simple ML Model
by Shraman
Neural Network Explained
by Shraman
HowCNNWorks.pdfHow CNN works - a step by step explanation
What is a Large Language Model (Hint: ChatGPT)
Use ChatGPT API in your app
Check out our Community Academy for scheduling lessons in Math, coding, or machine learning.
