Wednesday, May 13, 2020

IOT305 - Deep Learning using TensorFlow and Keras

Deep Learning is a branch of machine learning that utilizes neural networks. But how does a neural network work, and how does deep learning solve machine learning problems? In this workshop, you will learn how to get started with deep learning using one of the most popular frameworks for implementing deep learning – TensorFlow and Keras, to make deep learning more user-friendly and easier.

  • Understand what is deep learning
  • Understand the various concepts in deep learning - weights, biases, activation functions, loss functions, back propagation gradient descent, etc
  • Common types of neural networks
  • Using Keras with TensorFlow
  • Image Recognition
  • Transfer Learning

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