Fundamentals of Deep Learning: Designing Next Generation Machine Intelligence Algorithms
Buduma, Nikhil
Fundamentals of Deep Learning: Designing Next Generation Machine Intelligence Algorithms - Mumbai Shroff Publishers & Distributors Pvt. Ltd. 2017 - 283p
1. The network
2. Training feed forward neural networks
3. Implementing neural networks in tensor flow
4. Beyond gradient Descent
5. Convolutional neural networks
6. Embedding and representation learning
7. Models for sequence analysis
8. Memory augmented networks
9. Deep reinforcement learning
9789352135608
Computer Engineering
006.32 / BUD
Fundamentals of Deep Learning: Designing Next Generation Machine Intelligence Algorithms - Mumbai Shroff Publishers & Distributors Pvt. Ltd. 2017 - 283p
1. The network
2. Training feed forward neural networks
3. Implementing neural networks in tensor flow
4. Beyond gradient Descent
5. Convolutional neural networks
6. Embedding and representation learning
7. Models for sequence analysis
8. Memory augmented networks
9. Deep reinforcement learning
9789352135608
Computer Engineering
006.32 / BUD