Coder Social home page Coder Social logo

ai-beginner-w22's Introduction

ACM AI Beginner Track

Course content from ACM AI's Winter 2022 iteration of beginner track workshops.

Software Used: Python3 (Google Colaboratory + Jupyter Notebook), TensorFlow (Playground), scikit-learn, NumPy, Pandas

Asset Cluster: https://tinyurl.com/acm-ai-beginner-assets

Guiding Officers: Jenson Choi, Sudhanshu Agarwal, Claire Huang, Naman Modani

Course Material

Workshop Agenda Date
1 Intro to ML January 13
2 K-Nearest Neighbors January 20
3 Linear Regression January 27
4 Logistic Regression February 3
5 Multiclass Classification February 10
6 Machine Learning Libraries February 17
7 Guided Project - I February 24
8 Guided Project - II March 3

ai-beginner-w22's People

Contributors

namanmodani avatar

Watchers

James Cloos avatar

Recommend Projects

  • React photo React

    A declarative, efficient, and flexible JavaScript library for building user interfaces.

  • Vue.js photo Vue.js

    🖖 Vue.js is a progressive, incrementally-adoptable JavaScript framework for building UI on the web.

  • Typescript photo Typescript

    TypeScript is a superset of JavaScript that compiles to clean JavaScript output.

  • TensorFlow photo TensorFlow

    An Open Source Machine Learning Framework for Everyone

  • Django photo Django

    The Web framework for perfectionists with deadlines.

  • D3 photo D3

    Bring data to life with SVG, Canvas and HTML. 📊📈🎉

Recommend Topics

  • javascript

    JavaScript (JS) is a lightweight interpreted programming language with first-class functions.

  • web

    Some thing interesting about web. New door for the world.

  • server

    A server is a program made to process requests and deliver data to clients.

  • Machine learning

    Machine learning is a way of modeling and interpreting data that allows a piece of software to respond intelligently.

  • Game

    Some thing interesting about game, make everyone happy.

Recommend Org

  • Facebook photo Facebook

    We are working to build community through open source technology. NB: members must have two-factor auth.

  • Microsoft photo Microsoft

    Open source projects and samples from Microsoft.

  • Google photo Google

    Google ❤️ Open Source for everyone.

  • D3 photo D3

    Data-Driven Documents codes.