Book

Hands-On Neural Networks

This book will be a journey for beginners who want to step into the world of deep learning and artificial intelligence. It will thoughtfully take you through the training and implementation of various neural network architectures using the Python ecosystem. You will master each neural network architecture while understanding its working mechanism.

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Difficulty Level
Intermediate
Completion Time
9h20m approx.
Language
English
Certification
Not available

About Course

Book Content

chapters 9h20m total length

1. Getting started with Supervised Learning
2. Neural Network fundamentals
3. Convolutional Neural Networks  for image processing
4. Exploiting text embedding
5. Working with RNN
6. Reusing Neural Networks with Transfer Learning
7. Working with Generative Algorithms  
8. Implementing Autoencoders
9. Working with Deep Belief Networks
10. Monte Carlo and Reinforcement Learning
11. What’s Next?

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