artificial intelligence Archives

08 Sep

Machine Learning Overview

Theory Behind 1Cycle Learning Rate Scheduling & Learning Rate Schedules – Day 43

January 19, 2025
By ingoampt

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26 Aug

Machine Learning Overview

Transfer learning – day 29

January 17, 2025
By ingoampt

Understanding Transfer Learning in Deep Neural Networks Understanding Transfer Learning in Deep Neural Networks: A Step-by-Step Guide...

20 Aug

Machine Learning Overview

Batch Normalization – day 25

December 31, 2024
By ingoampt

Understanding Batch Normalization in Deep Learning /* Style to make the table scrollable on small screens */ .tabl...

08 Aug

Machine Learning Overview

Hyperparameter Tuning with Keras Tuner _ Day 17

January 16, 2025
By ingoampt

A Comprehensive Guide to Hyperparameter Tuning with Keras Tuner Introduction In the world of machine learning, the performance of you...

06 Aug

learn German

Day 14 _ German Grammar: German Noun , etc

August 9, 2024
By ingoampt

As always let’s learn the vocabulary of today first :

26 Jul

Machine Learning Overview

Activation Function, Hidden Layer and non linearity. _ day 12

January 13, 2025
By ingoampt

Understanding Non-Linearity in Neural Networks body {<br /> font-family: Arial, sans-serif;<b...

26 Jul

Machine Learning Overview

Activation Function _ day 11

January 15, 2025
By ingoampt

Activation Functions in Neural Networks body { font-family: Arial, sans-serif; line-height: 1.6; color: black;...

19 Jul

Machine Learning Overview

3 Types of Gradient Decent Types : Batch, Stochastic & Mini-Batch _ Day 8

January 14, 2025
By ingoampt

Understanding Gradient Descent: Batch, Stochastic, and Mini-Batch Understanding Gradient Descent: Batch, Stochastic, and Mini-BatchL...

18 Jul

Machine Learning Overview

Can we make prediction without need of going through iteration ? yes with the Normal Equation _ Day 6

January 14, 2025
By ingoampt

Understanding Linear Regression: The Normal Equation and Matrix Multiplications Explained

03 Jul

Machine Learning Overview

Regression & Classification with MNIST. _ day 4

January 12, 2025
By ingoampt

A Comprehensive Guide to Machine Learning: Regression and Classification with the MNIST DatasetIntroduction to Supervised Learning: Re...

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