deep learning Archives - Page 2 of 4

18 Sep

Deep Learning Models integration for iOS Apps – briefly explained – Day 52

January 21, 2025
By ingoampt

Key Deep Learning Models for iOS Apps Natural Language Processing (NLP) ModelsNLP models enable apps to understand and generate human-l...

13 Sep

Machine Learning Overview

DropOut and Monte Carlo Dropout (MC Dropout)- Day 48

January 20, 2025
By ingoampt

Understanding Dropout in Neural Networks MathJax = { tex: { ...

12 Sep

Machine Learning Overview

Understanding Regularization in Deep Learning – Day 47

January 20, 2025
By ingoampt

Understanding Regularization in Deep Learning – A Mathematical and Practical Approach Introduction One of the most compelling challenge...

10 Sep

Machine Learning Overview

Learning Rate – 1-Cycle Scheduling, exponential decay and Cyclic Exponential Decay (CED) – Part 4 – Day 45

January 19, 2025
By ingoampt

Advanced Learning Rate Scheduling Methods for Machine Learning: Learning rate scheduling is critical in optimizing machine learning mod...

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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08 Sep

Machine Learning Overview

The Power of Learning Rates in Deep Learning and Why Schedules Matter – Day 42

January 19, 2025
By ingoampt

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03 Sep

Machine Learning Overview

Adam vs SGD vs AdaGrad vs RMSprop vs AdamW – Day 39

January 18, 2025
By ingoampt

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03 Sep

Machine Learning Overview

AdaGrad vs RMSProp vs Adam: Why Adam is the Most Popular? – Day 38

January 18, 2025
By ingoampt

A Comprehensive Guide to Optimization Algorithms: AdaGrad, RMSProp, and Adam In the realm of machine learning, selecting the right op...

02 Sep

Machine Learning Overview

Nag as optimiser in deep learning – day 36

January 18, 2025
By ingoampt

Nesterov Accelerated Gradient (NAG): A Comprehensive Overview Nesterov Accelerated Gradient (NAG): A Comprehensive Overview Introduct...

30 Aug

Machine Learning Overview

Mastering Deep Neural Network Optimization: Techniques and Algorithms for Faster Training – Day 32

January 17, 2025
By ingoampt

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