TENSORFLOW FOR BEGINNERS AND PYTHON CODING BASICS: FOR ABSOLUTE BEGINNERS

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TABLE OF CONTENTS
TensorFlow INTRO
What is TensorFlow?
Installation of TensorFlow Through pip
Installation of TensorFlow through conda
Architecture of TensorFlow
Advantage and Disadvantage of TensorFlow
TensorFlow Playground
TensorFlow Basics
Single Layer Perceptron in TensorFlow
Multi-layer Perceptron in TensorFlow
Machine Learning and Deep Learning
Artificial Neural Network in TensorFlow
Linear Regression in TensorFlow
Introduction of Convolutional Neural Network in TensorFlow
Training of CNN in TensorFlow
Difference between TensorFlow and PyTorch
Difference between TensorFlow and Keras
Introduction to Python
Features of python
Install pip
Executing first program
Python Keywords
Python built-in keywords
Comments in Python
Block Comments in Python
Create multiline comments
Python Numeric Types
Variables and DataTypes
Determine a Python variable's type
Python Arithmetic Operators
Python Identity Operators
Membership Operators in Python
Behavior of increment operators in Python
Logical and Bitwise NOT Operators
Logical Operators on String
if else Conditional Operator