AI-Practice-Assignments

All my practice assignments and challenges AI, ML and Data Science reside here.

WebSites & Resources

MIT integration bee questions and solutions

• Test 2020 & their [Solutions]
• Test 2019 & their [Solutions]
• Test 2018 & their [Solutions]
• Test 2017 & their [Solutions]
• Test 2016 & their [Solutions]
• Test 2015 & their [Solutions]
• Test 2014 & their [Solutions]
• Test 2013 & their [Solutions]

Helpful Courses on Coursera

• Python for Everybody Specialization
• Machine Learning
• Deep Learning Specialization
• Mathematics for Machine Learning Specialization

Misc

• Gilbert Strang (Lectures) [Linear Algebra]
• Abhishek Thakur(Kaggle Profile)
• Machine Learning Interview Preparation (Ebooks & Lecture Notes)(github)
• An Introduction to Statistical Learning with Applications in R (eBook)
  — [Gareth James, Daniela Witten, Trevor Hastie, Robert Tibshirani]
• Standard Normal Cumulative Probability Table

Resources For Practicing

• https://paperswithcode.com/
• https://www.kaggle.com/
• https://www.hackerrank.com/

Tools

• PythonAnywhere - A platform to host small python projects
• NoIP - Free Dynamic DNS and Managed DNS Provider*
• Derivative Calculator - Calculate derivatives online with steps and graphing
• Integral Calculator - Calculate integrals online with steps and graphing
• Z-score Calculator