Tags
Language
Tags
March 2024
Su Mo Tu We Th Fr Sa
25 26 27 28 29 1 2
3 4 5 6 7 8 9
10 11 12 13 14 15 16
17 18 19 20 21 22 23
24 25 26 27 28 29 30
31 1 2 3 4 5 6

Tensorflow And Pytorch Basics: For Absolute Beginners

Posted By: silva1410
Tensorflow And Pytorch Basics: For Absolute Beginners

Tensorflow And Pytorch Basics: For Absolute Beginners
By TAM SEL
English | 2021 | ASIN : B095KLXTM9 | 152 pages | EPUB | 2.4 MB

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