Berika Varol Malkoçoğlu – Medium

Berika Varol Malkoçoğlu

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Towards AI

Artificial Intelligence Can Now Smell

Sight, Speak, Hear, and now Smell…

Dec 24, 2024

Artificial Intelligence Can Now Smell

Dec 24, 2024

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YOLOv11 Architecture

Previously we mentioned its younger brother YOLOv10. Today we continue with YOLOv11, the newest in the series. YOLO is an almost unrivaled…

Oct 23, 2024

YOLOv11 Architecture

Oct 23, 2024

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Published in
Towards AI

The First Hybrid Reasoning Model: Claude 3.7 Sonnet

For readers who can’t see the full story, click here.

2d ago

The First Hybrid Reasoning Model: Claude 3.7 Sonnet

2d ago

Transition from Academia to Corporate Life: Pros and Cons

As someone who has worked both in academia and in the industry, I will share my observations with you.

Feb 10

Transition from Academia to Corporate Life: Pros and Cons

Feb 10

Published in
Towards AI

DeepSeek-R1 is biased?

China’s newest artificial intelligence model, DeepSeek-R1, has upset the balance and its results have raised questions.

Jan 31

DeepSeek-R1 is biased?

Jan 31

Published in
Towards AI

Don’t do “RAG” because now there is “CAG”

Attention Data Scientists, the new successor of RAG could be CAG!

Jan 13

Don’t do “RAG” because now there is “CAG”

Jan 13

Artificial Intelligence is Older Than You Think

The first appearance of artificial intelligence in history. Chronological order of its development from 1900–2024

Jan 11

Artificial Intelligence is Older Than You Think

Jan 11

Prophecies of 2025 Made by AI

A series of technological, political and economic events awaiting us in 2025…

Jan 10

Prophecies of 2025 Made by AI

Jan 10

The Riddle

Seen but not touched, bugs but not discarded.

Jan 8

The Riddle

Jan 8

Published in
Generative AI

OpenAI o3 | Towards Artificial General Intelligence

Thanks to o3, we are a little closer to human intelligence…

Dec 23, 2024

OpenAI o3 | Towards Artificial General Intelligence

Dec 23, 2024

RAG | Örnekler ile Chunking Aşaması

Chunking, LLM modellerinin spesifik veriler üzerinde kullanımını kolaylaştıran RAG yapısının ilk adımıdır. Kaynak gösterilen dosyaların…

Dec 16, 2024

RAG | Örnekler ile Chunking Aşaması

Dec 16, 2024

Published in
Generative AI

About OpenAI Sora

The good news… Sora, developed by OpenAI, is now available!

Dec 15, 2024

About OpenAI Sora

Dec 15, 2024

Published in
Towards AI

Super Resolution to Improve Object Detection Performance

In short, we can explain it as a technique used to increase the resolution of the image.

Dec 12, 2024

Super Resolution to Improve Object Detection Performance

Dec 12, 2024

Why Should You Learn GenAI?

Did you know that you can increase your sources of income thanks to GenAI?

Dec 11, 2024

Why Should You Learn GenAI?

Dec 11, 2024

Doktora Yeterlilik Sınavı

“Açılın ben doktorum” diyemeyen Doktorların sınavı :)

Dec 5, 2024

Doktora Yeterlilik Sınavı

Dec 5, 2024

Are LLMs Software Developers’ Executioners or Helpers?

In 2017, our lives changed with the publication of Attention Is All You Need by the Google team. Yes, the change didn’t happen in a day…

Dec 3, 2024

Are LLMs Software Developers’ Executioners or Helpers?

Dec 3, 2024

The Key to Staying Current in the World of Artificial Intelligence: 14 Best Resources!

Have you ever felt like you can’t keep up with the speed of development of algorithms and designs in “Artificial Intelligence”?

Nov 29, 2024

The Key to Staying Current in the World of Artificial Intelligence: 14 Best Resources!

Nov 29, 2024

Published in
Towards AI

Impact of Data Augmentation with LLM on ML Model

The training of ML models affects the success of the model’s output. In order for the model to produce successful results, it needs…

Nov 26, 2024

Impact of Data Augmentation with LLM on ML Model

Nov 26, 2024

RAG | Indexing Phase

Indexing is another step of the RAG structure that facilitates the use of LLM models on specific data. It allows the data in the referenced…

Nov 22, 2024

RAG | Indexing Phase

Nov 22, 2024

LoRA: Low-rank Adaptation

Many applications in natural language processing rely on multiple sub-adaptations of LLM models. To run models on more specialized tasks…

Nov 7, 2024

LoRA: Low-rank Adaptation

Nov 7, 2024

Berika Varol Malkoçoğlu

Berika Varol Malkoçoğlu

PhD | Data Scientist | Lecturer | AI Researcher

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