Vinija's Notes • Machine Learning and Deep Learning Specialization on Coursera by deeplearning.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        = {Jain, Vinija and Chadha, Aman},
  title         = {Distilled Notes for the Machine Learning Specialization on Coursera (offered by Deeplearning.AI)},
  howpublished  = {\url{https://www.vinija.ai}},
  year          = {2022},
  note          = {Accessed: 2022-07-01},
  url           = {www.vinija.ai}
}

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