Machine Learning for Networking
Version 0.1

Table of Contents

  • Chapter 1: Introduction
  • Chapter 2: Motivating Problems
  • Chapter 3: Network Data
  • Chapter 4: Machine Learning Pipeline
  • Chapter 5: Supervised Learning
  • Chapter 6: Unsupervised Learning
  • Chapter 7: Large Language Models
  • Chapter 8: Reinforcement Learning
  • Chapter 9: Deployment Considerations
  • Chapter 10: Looking Ahead
  • Appendix: Activities
  • About The Book
  • About The Authors
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