Distilled AI Back to aman.ai
Machine Learning Specialization on Coursera
(offered by deeplearning.ai)

A table of contents for my notes on the Machine Learning Specialization on Coursera (offered by deeplearning.ai).
Each section is divided by topic to help you get bite-sized information that is easy to understand!
📌 Table of Contents
Supervised Learning: Regression and Classification
classification; regression; overfitting; gradient descent; cost functions
Advanced Learning Algorithms
CNNs; neural network training code; decision trees
Unsupervised Learning, Recommenders, Reinforcement Learning
collaborative filtering; clustering; recommender systems; reinforcement learning; dimensionality reduction; anomaly detection
📸 Credits
The in-line diagrams are taken from Coursera, unless specified otherwise.
📝 Citation
If you found our work useful, please cite it as: 
{
  author        = {Chadha, Aman and Jain, Vinija},
  title         = {Distilled Notes for the Machine Learning Specialization on Coursera (offered by deeplearning.ai)},
  howpublished  = {\url{https://www.aman.ai}},
  year          = {2022},
  note          = {Accessed: 2022-07-01},
  url           = {www.aman.ai}
}


A. Chadha, V. Jain, Distilled Notes for Machine Learning Specialization on Coursera (offered by deeplearning.ai), https://www.aman.ai, 2022, Accessed: July 1 2022.