...I'll be uploading all my notes of the book hereπ
- The Machine Learning Landscape
- End-to-End Machine Learning Project
- Classification
- Training Models
- Support Vector Machines
- Decision Trees
- Ensemble Learning and Random Forests
- Dimensionality Reduction
- Up and Running With TensorFlow
- Introduction to Artificial Neural Networks
- Training Deep Neural Nets
- Distributing TensorFlow between devices and servers
- Convolutional Neural Networks
- Recurrent Neural Networks
- Autoencoders
- Reinforcement Learning