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Understanding Neural Network Series' Articles

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Cover image for Introduction to Neural Networks

May 7

Introduction to Neural Networks

2 min read

Cover image for Internal Architecture of Neural Networks

May 8

Internal Architecture of Neural Networks

#ai #architecture #deeplearning #machinelearning

2 min read

Cover image for Action Potentials in Neurons

May 11

Action Potentials in Neurons

1 min read

Cover image for How Calculations Happen in a Neural Network

May 13

How Calculations Happen in a Neural Network

2 min read

Cover image for Understanding Importance Derivation

May 16

Understanding Importance Derivation

#showdev #ai #learning #science

2 min read

Cover image for Understanding Chain Rule

May 19

Understanding Chain Rule

2 min read

Cover image for Slope-Intercept Form equation

May 22

Slope-Intercept Form equation

1 min read

Cover image for Slope Intercept Form with Gradient Descent

May 24

Slope Intercept Form with Gradient Descent

#ai

1 min read

Cover image for Main Idea of Least Squares Method and Linear Regression

May 31

Main Idea of Least Squares Method and Linear Regression

2 min read

Cover image for Mathematical Intuition of Linear Regression

Jun 2

Mathematical Intuition of Linear Regression

1 min read

Cover image for From Linear Regression to Gradient Descent

Jun 4

From Linear Regression to Gradient Descent

#beginners #datascience #machinelearning #tutorial

4 min read

Cover image for Understanding Backpropagation: How Neural Networks Learn from Their Mistakes

Jun 6

Understanding Backpropagation: How Neural Networks Learn from Their Mistakes

2 min read

Cover image for Why Do Neural Networks Need the Chain Rule? How do we apply it?

Jun 13

Why Do Neural Networks Need the Chain Rule? How do we apply it?

3 min read

Jun 17

Understanding Idea behind Full Backpropogation

1 min read

Cover image for How to calculate weights using gradient descent

Jun 19

How to calculate weights using gradient descent

2 min read

Cover image for Understanding Backpropagation: Chain Rule, SSR Gradients, and Weight Updates in Neural Networks

Jun 23

Understanding Backpropagation: Chain Rule, SSR Gradients, and Weight Updates in Neural Networks

2 min read

Cover image for Understanding Backpropagation: Calculating Gradients for Hidden Layer Weights and Biases

Jun 30

Understanding Backpropagation: Calculating Gradients for Hidden Layer Weights and Biases

#algorithms #deeplearning #machinelearning #tutorial

3 min read

Cover image for Understanding ReLU activation function for Neural Network

Jul 5

Understanding ReLU activation function for Neural Network

1 min read

Cover image for Understanding Multiple Input and Output Neural Network

Jul 7

Understanding Multiple Input and Output Neural Network

3 min read