Lecture 1: Introduction to ML Systems

Slides

Download PDF

Topics Covered

• What is a Machine Learning System?
• Hardware Accelerators (GPU, TPU, NPU)
• Deep Learning Frameworks (TensorFlow, PyTorch)
• Distributed Training Overview

Readings

• Deep Learning Systems: Algorithms and Implementation
• System for AI: A Tutorial