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Chapter 1: AI Fundamentals and Core Building Blocks

In this chapter, you will:

  • Understand how AI evolved from neural networks to transformers
  • Learn the main learning paradigms (supervised, unsupervised, reinforcement)
  • See how data pipelines support ML workflows
  • Understand why GPUs are critical for modern AI workloads