Machine Learning & Deep Learning Systems

🤖 Machine Learning & Deep Learning

How ML Models Learn

• Learning Mechanics
• Classes & Decision Boundaries
• Why Optimizers Matter

Neural Architectures Explained

• Neural Turing Machines
• Guided Backpropagation
• SqueezeNet

Building Real ML Systems

• ML System Design
• DL Classifier Pipeline
• Task2Vec