Neural Networks and Deep Learning

Welcome to the last chapter of this course! This chapter focuses on an interesting and trending topic: neural networks and deep learning. You will learn, for example:

  • Brief history of neural networks
  • Perceptron algorithm
  • Multi-layer perceptron
  • Backpropagation
  • Building sequential models in TensorFlow framework
  • Convolutional neural networks
  • Transfer learning

After finishing this chapter, you will be able to utilize various pre-existing and pre-trained models to perform object recognition.