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Home > Hands-On Python Deep Learning for the Web: Integrating neural network architectures to build smart web apps with Flask, Django, and TensorFlow

Hands-On Python Deep Learning for the Web: Integrating neural network architectures to build smart web apps with Flask, Django, and TensorFlow


Book Informaton

Hands-On Python Deep Learning for the Web: Integrating neural network architectures to build smart web apps with Flask, Django, and TensorFlow

Author

Anubhav Singh, Sayak Paul

Year of Publication

2020

Publisher

Packt Publishing

Pages

404

Language

en

ISBN

1789956080, 9781789956085

ARI Id

1673077448291


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Showing 1 to 20 of 333 entries
Chapters/HeadingsAuthor(s)PagesInfo
About Packt
Section 1: Artificial Intelligence on the Web
Chapter 1: Demystifying Artificial Intelligence and Fundamentals of Machine Learning
Introduction to artificial intelligence and its types
Factors responsible for AI propulsion
Data
Advancements in algorithms
Advancements in hardware
The democratization of high-performance computing
ML – the most popular form of AI
What is DL?
The relation between AI, ML, and DL
Revisiting the fundamentals of ML
Types of ML
Supervised learning
Unsupervised learning
Reinforcement learning
Semi-supervised learning
Necessary terminologies
Train, test, and validation sets
Chapters/HeadingsAuthor(s)PagesInfo
Showing 1 to 20 of 333 entries