Ertuğrul Demir – Medium

Ertuğrul Demir

Ertuğrul Demir

Analyzing Financial Reports with Gemini 1.5

A potential RAG alternative?

6 min readFeb 22, 2024

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Analyzing Financial Reports with Gemini 1.5

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Ertuğrul Demir
in
Towards Data Science

The Arrival of SDXL 1.0

Introducing SDXL 1.0: Understanding the Diffusion Models

12 min readAug 2, 2023

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The Arrival of SDXL 1.0

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Ertuğrul Demir
in
Towards Data Science

Transform Your NLP Game

Learn and improve NLP skills by building your own encoder from scratch

15 min readDec 24, 2022

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Transform Your NLP Game

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Ertuğrul Demir
in
Global Maksimum Data & Information Technologies

Kaggle Handbook: Tips & Tricks To Survive a Kaggle Shake-up

Hi folks! In the first post [LINK] of this series, I talked about a set of fundamental techniques — including bias-variance tradeoff…

7 min readMay 24, 2022

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Kaggle Handbook: Tips & Tricks To Survive a Kaggle Shake-up

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Ertuğrul Demir
in
Global Maksimum Data & Information Technologies

Kaggle Handbook: Fundamentals to Survive a Kaggle Shake-up

A guide to Kaggle competitions with tips & tricks to get on the good side of the “Shake-up”.

6 min readApr 19, 2022

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Kaggle Handbook: Fundamentals to Survive a Kaggle Shake-up

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Ertuğrul Demir
in
Analytics Vidhya

“Back to the Basics in Machine Learning” a Beginner’s Guide

A walk-through to the roots of machine learning and how they helped me on more advanced problems.

10 min readApr 14, 2021

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“Back to the Basics in Machine Learning” a Beginner’s Guide

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Ertuğrul Demir

Ertuğrul Demir

Data Scientist, Google Developer Expert — Machine Learning, Kaggle Grandmaster, Interested in Deep Learning and Machine Learning

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