DeepLearning.AI: Machine Learning Specialization 🧠
A table of contents for my notes on the Machine Learning Specialization by DeepLearning.AI.
Each section is divided by topic to help you get bite-sized information that is easy to understand!
Each section is divided by topic to help you get bite-sized information that is easy to understand!
Table of Contents 📌
- Supervised Machine Learning
Classification, Regression, Overfit, Gradient Descent, and Cost Fn, oh my!
- Unsupervised Machine Learning
Clustering; Dimensionality reduction; Anomaly detection
- Advanced Learning Algorithms
CNN; Neural Network training code; Decision Trees
Credits 📸
The in-line diagrams are taken from the DeepLearning.AI Machine Learning Specialization
Citation 📝
If you found our work useful, please cite it as:
{ author = {Jain, Vinija}, title = {Notes for DeepLearning.AI's Machine Learning Specialization}, howpublished = {\url{https://www.vinija.ai}}, year = {2022}, note = {Accessed: 2022-07-01}, url = {www.vinija.ai} }
V. Jain, Notes for DeepLearning.AI's Machine Learning Specialization https://www.vinija.ai, 2022, Accessed: July 1 2022.