Pro Deep Learning with TensorFlow A Mathematical Approach to Advanced Artificial Intelligence in Python /

Deploy deep learning solutions in production with ease using TensorFlow. You'll also develop the mathematical understanding and intuition required to invent new deep learning architectures and solutions on your own. Pro Deep Learning with TensorFlow provides practical, hands-on expertise so you...

Πλήρης περιγραφή

Λεπτομέρειες βιβλιογραφικής εγγραφής
Κύριος συγγραφέας: Pattanayak, Santanu (Συγγραφέας)
Συγγραφή απο Οργανισμό/Αρχή: SpringerLink (Online service)
Μορφή: Ηλεκτρονική πηγή Ηλ. βιβλίο
Γλώσσα:English
Έκδοση: Berkeley, CA : Apress : Imprint: Apress, 2017.
Θέματα:
Διαθέσιμο Online:Full Text via HEAL-Link
Πίνακας περιεχομένων:
  • Chapter 1: Mathematical Foundations
  • Chapter 2: Introduction to Deep Learning Concepts and TensorFlow
  • Chapter 3: Convolutional Neural Networks
  • Chapter 4: Natural Language Processing Using Recursive Neural Networks
  • Chapter 5: Unsupervised Learning with Restricted Boltzmann Machines and Auto Encoders
  • Chapter 6: Advanced Neural Networks.