Skip to main content
Ertaç Paprat Logo

Ertaç Paprat

Home Blog About
Home Blog About

Posts in "Machine Learning"

Page 1 of 3 • 17 total posts

← Back to all posts
The Role of Claude Code and Cursor Integration Among LLMs: A Comparative Analysis of Claude Sonnet and Gemini
Ertaç Paprat

Ertaç Paprat

June 2, 2025

•

12 min read

The Role of Claude Code and Cursor Integration Among LLMs: A Comparative Analysis of Claude Sonnet and Gemini

A deep dive into how Claude Code's integration with Cursor IDE stacks up against Claude Sonnet and Google Gemini, with performance metrics, real-world examples, and practical guidance for software developers.

Software Development AI Machine Learning
Rethinking Coding Agents: Marrying RAG and Agentic Intelligence for True Context Mastery
Ertaç Paprat

Ertaç Paprat

May 20, 2025

•

9 min read

Rethinking Coding Agents: Marrying RAG and Agentic Intelligence for True Context Mastery

Moving beyond simple code generation, this post explores how combining Retrieval Augmented Generation (RAG) with agentic AI behaviors can create more context-aware and capable coding assistants that truly understand your project.

Software Development AI Machine Learning
The Future of Machine Learning: Exciting Trends to Watch
Ertaç Paprat

Ertaç Paprat

April 9, 2025

•

6 min read

The Future of Machine Learning: Exciting Trends to Watch

What's next for Machine Learning? Explore emerging trends like Explainable AI (XAI), TinyML, AutoML, Generative AI, and the growing importance of MLOps for robust and scalable AI solutions.

AI Machine Learning Future of Tech Trends Technology
Why Developers Push Back—and How to Overcome It
Ertaç Paprat

Ertaç Paprat

February 2, 2025

•

4 min read

Why Developers Push Back—and How to Overcome It

Ever wondered why developers sometimes resist new ideas or changes? This post explores common reasons for developer pushback and offers strategies for effective communication and collaboration to move projects forward.

Software Development AI Machine Learning
Bias in AI: Understanding and Mitigating Unfairness in Machine Learning
Ertaç Paprat

Ertaç Paprat

March 9, 2024

•

7 min read

Bias in AI: Understanding and Mitigating Unfairness in Machine Learning

AI models can inherit and amplify human biases. This post explores what AI bias is, where it comes from, its real-world impact, and strategies to mitigate it for fairer AI systems.

AI Machine Learning Ethics Responsible AI Technology
Getting Started with Python for Data Science: Key Libraries You Should Know
Ertaç Paprat

Ertaç Paprat

February 5, 2024

•

6 min read

Getting Started with Python for Data Science: Key Libraries You Should Know

Python is the lingua franca of Data Science. Discover the essential Python libraries like NumPy, Pandas, Matplotlib, Seaborn, and Scikit-learn that every data scientist should know.

Data Science Machine Learning Python Programming Tutorials
1 2 3
Page 1 of 3

🅭 2025 Ertaç Paprat

This is a space for my thoughts, inspirations, and discoveries.