Kemal Toprak Uçar – Medium

Kemal Toprak Uçar

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Kemal Toprak Uçar
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Level Up Coding

Pre-Commit Hooks for Data Science Projects: Boost Code Quality in Your Repositories

Format Jupyter Notebook and Python Files with a Single Pre-Commit Configuration

6 min readApr 2, 2024

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Pre-Commit Hooks for Data Science Projects: Boost Code Quality in Your Repositories

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Kemal Toprak Uçar
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Numberly Tech Blog

Build Your RAG Pipeline: A Step-by-Step Guide Using Open-Source Models to Generate a Novelist…

Demystifying RAG: Learn how to build a RAG pipeline step-by-step with open-source models

11 min readFeb 14, 2024

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Build Your RAG Pipeline: A Step-by-Step Guide Using Open-Source Models to Generate a Novelist…

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Kemal Toprak Uçar

A Comprehensive Guide to Error Analysis in Machine Learning

A step-by-step error analysis for a classification problem, including data analysis and recommendations

8 min readApr 17, 2023

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A Comprehensive Guide to Error Analysis in Machine Learning

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Kemal Toprak Uçar

How to Calculate the Correlation Between Categorical and Continuous Values

Theoretical Explanations and Practical Examples of Correlation between Categorical and Continuous Values

4 min readFeb 28, 2023

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How to Calculate the Correlation Between Categorical and Continuous Values

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Better Programming

Implementing Unit Tests and Integration Tests in Python With Test Database and Mock Server

A brief guide for software testing

10 min readMar 29, 2022

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Implementing Unit Tests and Integration Tests in Python With Test Database and Mock Server

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Kemal Toprak Uçar

Geleceğe Bir Not: Modern Bir Türkiye İçin 6 Dilek

İkinci yuzyilin ilk gününde, modern bir Türkiye için; Cumhuriyet’in 2. yüzyılına dair hayallerim, içime atmak istemediklerim

3 min readOct 30, 2023

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Geleceğe Bir Not: Modern Bir Türkiye İçin 6 Dilek

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Kemal Toprak Uçar

Doğal Dil İşleme ile Cumhurbaşkanı Adaylarının Söylem Dünyasına Yolculuk

Adayların mitinglerde kullandığı metinlerdeki kelime ve duygu analizlerini bulabileceğiniz bir blog yazısı

11 min readMay 26, 2023

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Doğal Dil İşleme ile Cumhurbaşkanı Adaylarının Söylem Dünyasına Yolculuk

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Kemal Toprak Uçar
in
Better Programming

5 Python Scripts I Found Useful for Data Processing Operations

Some practical scripts I discovered in my archives

5 min readFeb 1, 2023

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5 Python Scripts I Found Useful for Data Processing Operations

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Kemal Toprak Uçar

6 Best Practices for a Data Science Project in Production with Examples

Development of more efficient and stable ML applications and putting models into production like a boss!

9 min readAug 3, 2022

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6 Best Practices for a Data Science Project in Production with Examples

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Kemal Toprak Uçar
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Towards Data Science

Software Engineering XOR Data Science

My experience working as a Software Engineer and a Data Scientist, and the solutions to the challenges that I faced

8 min readNov 16, 2021

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Software Engineering XOR Data Science

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Kemal Toprak Uçar

Kemal Toprak Uçar

Loves research and programming. Besides the technology, analog photography, books, alternative rock, and the architecture are indispensable by his side.

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