Medium

Çağla Öztürk

Çağla Öztürk

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Oct 12

Personal Agent Protocol (PAP): The Agent Protocol Wars

As the world evolves, so does our relationship with artificial intelligence. Over the last few years, we mostly used AI as a tool to ask…

Personal Agent Protocol (PAP): The Agent Protocol Wars

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Aug 26

AI Projects in Data Science Workflows: An End-to-End AWS Application Built on a Decision Mechanism

In the first article of this series, we took a high-level look at the data science and GenAI tools of four cloud providers. In the second…

AI Projects in Data Science Workflows: An End-to-End AWS Application Built on a Decision Mechanism

Çağla Öztürk

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Aug 19

AI Projects in Data Science Workflows: An End-to-End IBM Watson Application Built on a Decision…

In the first article of this series, we took a high-level look at the data science and GenAI tools of four cloud providers. In the second…

AI Projects in Data Science Workflows: An End-to-End IBM Watson Application Built on a Decision…

Çağla Öztürk

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Aug 6

AI Projects in Data Science Workflows: An End-to-End Google Cloud Application Built on a Decision…

In the first article of this series, we took a high-level look at the data science and GenAI tools of four cloud providers. In the second…

AI Projects in Data Science Workflows: An End-to-End Google Cloud Application Built on a Decision…

Çağla Öztürk

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Jul 29

AI Projects in Data Science Workflows: An End-to-End Azure Application Built on a Decision…

In the previous article, we took a high-level look at the data science tools of four major cloud providers. In this one, we’re taking it a…

AI Projects in Data Science Workflows: An End-to-End Azure Application Built on a Decision…

Çağla Öztürk

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Jul 8

4 Candidates Applied for Your Data Science Team: Azure, Google Cloud, IBM Watson, and AWS

Let’s run a thought experiment. Your newly formed data science team is hiring a “lead architect.” Four candidates applied — Azure, Google…

4 Candidates Applied for Your Data Science Team: Azure, Google Cloud, IBM Watson, and AWS

Çağla Öztürk

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Jul 7

Claude Grew Up in 2026: The New Stack Every Data Scientist Should Know

From a single chat box to models, research workbenches, and agents that run your analysis for you.

Claude Grew Up in 2026: The New Stack Every Data Scientist Should Know

Çağla Öztürk

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Jun 29

Document Strategy in RAG Systems: Which Data, When, and How Should It Be Processed?

No matter how advanced the AI, the rule stays the same: without data literacy there is no right context, and without right context there is…

Document Strategy in RAG Systems: Which Data, When, and How Should It Be Processed?

Çağla Öztürk

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Jun 19

Real-World AI Deployment with Azure DevOps: An AIOps Step-by-Step Guide

Training a model is like winning a match. But taking it to production — that’s how you defend the championship.

Real-World AI Deployment with Azure DevOps: An AIOps Step-by-Step Guide

Çağla Öztürk

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Jun 15

The New Data Science Roadmap in New AI Age: Where Is the Industry Heading in 2025–2026?

Think of this as the continuation of the roadmaps I wrote two years ago. Back then, I covered the fundamentals. Now the industry has…

The New Data Science Roadmap in New AI Age: Where Is the Industry Heading in 2025–2026?

Çağla Öztürk

Çağla Öztürk

Data Scientist | ML | DL | GENAI | Mentor | AI Artist | Co-Founder | Changing the World with the Best Data Use More on: www.linkedin.com/in/ozturk-cagla

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