Kaan Berke UGURLAR
Kaan Berke's Blog

Kaan Berke's Blog

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The Ups and Downs of Probability Distributions in Deep Learning

The Ups and Downs of Probability Distributions in Deep Learning

Probability distributions are a key component of many deep learning systems. By understanding the advantages and disadvantages of using probability distributions, we can build more effective models. In this post, I'll explore when probability distrib...

Kaan Berke UGURLAR
Kaan Berke UGURLAR
2 min read

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8 views
Linearity and Non-Linearity in Deep Learning: Why We Need Both

Linearity and Non-Linearity in Deep Learning: Why We Need Both

Kaan Berke UGURLAR
Kaan Berke UGURLAR
3 min read

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17 views
Why Logarithmic Functions?

Why Logarithmic Functions?

Kaan Berke UGURLAR
Kaan Berke UGURLAR
4 min read

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34 views
Mastering Batch Normalization for Neural Networks

Mastering Batch Normalization for Neural Networks

Kaan Berke UGURLAR
2 min read

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34 views
This New Optimizer Called Lion Could Replace Adam as the Go-To for Training Neural Nets

This New Optimizer Called Lion Could Replace Adam as the Go-To for Training Neural Nets

Kaan Berke UGURLAR
2 min read

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109 views
Comprehending Deep Learning Models with Explainable AI

Comprehending Deep Learning Models with Explainable AI

Kaan Berke UGURLAR
2 min read

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51 views
The Evolution of Transformers: From BERT to Models with Billions of Parameters

The Evolution of Transformers: From BERT to Models with Billions of Parameters

Kaan Berke UGURLAR
4 min read

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42 views
Time Travel with Git: How to Commit in the Past

Time Travel with Git: How to Commit in the Past

Kaan Berke UGURLAR
4 min read

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136 views
Fine-tuning OpenAI's OpenClip Model for Image Classification Tasks

Fine-tuning OpenAI's OpenClip Model for Image Classification Tasks

Kaan Berke UGURLAR
3 min read

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36 views
From Noise to Masterpiece: Unraveling and Coding Diffusion Models with PyTorch Lightning

From Noise to Masterpiece: Unraveling and Coding Diffusion Models with PyTorch Lightning

Kaan Berke UGURLAR
3 min read

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64 views
Generative AI: A Comprehensive Overview of Its History and Impact

Generative AI: A Comprehensive Overview of Its History and Impact

Kaan Berke UGURLAR
25 min read

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33 views
How to use ImageDataGenerator in TensorFlow?

How to use ImageDataGenerator in TensorFlow?

Kaan Berke UGURLAR
3 min read

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87 views