This is the Curriculum for "Machine Learning Journey" By Siraj Raval on Youtube. It starts with this video on Youtube.
- Backpropagation Explained
- Loss Functions Explained
- Research Paper to Code
- 100 Days of ML Code Challenge
- How to Build a Trading Bot
- Stock Price Prediction using Reinforcement Learning
- Convolutional Networks Applied to Time Series Data
- Your First Machine Learning API
- AWS Explained
- Google Colab Explained
- Azure Explained
- Completing a Kaggle Competition
- Data Preprocessing
- Cleaning Data
- Data Tools
- Live Stream
- TF.JS
- Eager Execution
- Tensorflow Lite
- Live Stream
- TensorFlow Serving
- Scaling
- Live Stream
- Latest GANs
- Research opportunites
- Live Stream
- Meta Learning
- New optimization strategies
- Deep Reinforcement Learning
- Live Stream