Kaan Berke UGURLAR
Kaan Berke's Blog

Kaan Berke's Blog

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Mastering Batch Normalization for Neural Networks

Mastering Batch Normalization for Neural Networks

Batch normalization has become a key technique for training deep neural networks. But what exactly does it do and why is it so important? In this post, we’ll explain batch normalization using an analogy, walk through the technical details, and cover ...

Kaan Berke UGURLAR
Kaan Berke UGURLAR

2 min read

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13 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
Kaan Berke UGURLAR

2 min read

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59 views

Comprehending Deep Learning Models with Explainable AI

Comprehending Deep Learning Models with Explainable AI

Kaan Berke UGURLAR
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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41 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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119 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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23 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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39 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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19 views

How to use ImageDataGenerator in TensorFlow?

How to use ImageDataGenerator in TensorFlow?

Kaan Berke UGURLAR

3 min read

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86 views

What is a virtual environment and how to use pyenv?

What is a virtual environment and how to use pyenv?

Kaan Berke UGURLAR

5 min read

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67 views