Tensorflow And Pytorch Basics: For Absolute Beginners
- Length: 152 pages
- Edition: 1
- Language: English
- Publication Date: 2021-05-20
- ISBN-10: B095KLXTM9
- Sales Rank: #21724 (See Top 100 Books)
YOU WILL SAVE 33% WITH THIS OFFER. This Books Absolutely For Beginners: You can learn primary skills of TENSORFLOW AND PYTORCH fast and easily. The book includes practical examples for beginners.
TABLE OF CONTENTS
TensorFlow INTRODUCTION
TensorFlow Brief History
TensorFlow Installation Through pip
TensorFlow Installation through conda
TensorFlow Architecture
TensorFlow Advantage and Disadvantage
TensorFlow Playground
Basics of TensorFlow
TensorFlow – Single Layer Perceptron
TensorFlow – Multi-layer Perceptron
Machine Learning and Deep Learning
TensorFlow Artificial Neural Network
TensorFlow Linear Regression
PYTORCH INTRO
PyTorch Basics
PyTorch vs. TensorFlow
Tensors Introduction
One Dimensional Tensors
Vector Operations
Two Dimensional Tensor
Gradient with PyTorch
Linear Regression
Prediction and linear class
Creating Data Model
Gradient Descent in PyTorch
Mean Squared Error
Perceptron Introduction
