Ketkar, Nikhil
Deep Learning with Python
Table of contents
1. Introduction to Deep Learning
Nikhil Ketkar
2. Machine Learning Fundamentals
Nikhil Ketkar
3. Feed Forward Neural Networks
Nikhil Ketkar
4. Introduction to Theano
Nikhil Ketkar
5. Convolutional Neural Networks
Nikhil Ketkar
6. Recurrent Neural Networks
Nikhil Ketkar
7. Introduction to Keras
Nikhil Ketkar
8. Stochastic Gradient Descent
Nikhil Ketkar
9. Automatic Differentiation
Nikhil Ketkar
10. Introduction to GPUs
Nikhil Ketkar
Keywords: Computer Science, Computing Methodologies, Programming Techniques, Programming Languages, Compilers, Interpreters, Mathematical Logic and Formal Languages
- Author(s)
- Ketkar, Nikhil
- Publisher
- Springer
- Publication year
- 2017
- Language
- en
- Edition
- 1
- Page amount
- 15 pages
- Category
- Information Technology, Telecommunications
- Format
- Ebook
- eISBN (PDF)
- 9781484227664
- Printed ISBN
- 978-1-4842-2765-7
