deep learning
artificial intelligence

deep learning

deep learning course in the artificial intelligence category

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4 chapters • 10 lessons

Course outline

1

Chapter 1

3 lessons in this chapter

1

Introduction to Deep Learning

2

From the Perceptron to the Multilayer Network

3

Activation Functions

2

Chapter 2

3 lessons in this chapter

1

Gradient Descent and Optimizers

2

Backpropagation Explained Step by Step

3

Overfitting and Regularization

3

Chapter 3

2 lessons in this chapter

1

Convolutional Networks for Images

2

Recurrent Networks and Sequential Data

4

Chapter 4

2 lessons in this chapter

1

Transfer Learning

2

Project: End-to-End Image Classification

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