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Week 7 Participation Assignment

Reading

  • Read chapters 3 and 4 of Deep Learning with Python (by François Chollet)

Free PDF versions of the book are available at:


Participation Assignment (due November 17th at noon)

Answer the following questions:

  • What are the key components of a neural network for deep learning?
  • What are the major challenges when designing a neural network for deep learning?
  • What are the main differences between supervised, unsupervised, self-supervised and reinforcement learning?