Book

Neural Network Projects with Python

This book contains practical implementations of several deep learning projects in multiple domains, including in regression-based tasks such as taxi fare prediction in New York City, image classification of cats and dogs using a convolutional neural network, implementing a facial recognition security system using Siamese Neural Networks, and more.

Offered byPackt Logo

Difficulty Level
Intermediate
Completion Time
10h16m approx.
Language
English
Certification
Not available

About Course

Book Content

chapters 10h16m total length

1. Machine Learning and Neural Networks 101
2. Predicting Diabetes with Multilayer Perceptrons
3. Predicting Taxi Fares with Deep Feedforward Networks
4. Cats Versus Dogs - Image Classification Using CNNs
5. Removing Noise from Images Using Autoencoders
6. Sentiment Analysis of Movie Reviews Using LSTM
7. Implementing a Facial Recognition System with Neural Networks
8. What’s Next?

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