📰 Medium · Python

“YOLO finds the object, while OCR reads the text on it. Powerful on their own, these two technologies become the foundation of intelligent… Continue reading on

Natural Language Processing (NLP) has evolved over several decades, driven by one fundamental objective, enabling computers to understand… Continue reading on M

Five tensor shape traps that don’t announce themselves — and the single idea underneath all of them Continue reading on Medium »

A beginner-friendly comparison of two ways to traverse nested lists in Python Continue reading on Medium »

Why Interpretability Isn’t Always Enough Continue reading on Medium »

We often hear that Random Forest is one of the most powerful machine learning algorithms. I had used it before for both classification and… Continue reading on

HSD Data Science Bootcamp’e başlarken veri bilimi denildiğinde benim aklıma daha çok makine öğrenmesi modelleri geliyordu. Bir veri setini… Continue reading on

This article is a tutorial on Python’s NumPy. Because nowadays, using Python essentially means you can’t bypass NumPy, no matter what… Continue reading on Mediu

In most computer vision tutorials, everything starts with a clean, pre-annotated dataset downloaded from the internet. But real-life… Continue reading on Medium

How ArchUnitPython turns dependency rules, layer boundaries, diagrams, and code metrics into tests your CI can enforce. Continue reading on Medium »

Practical examples of decorators, generators, dataclasses, context managers, pattern matching, and async programming — with real… Continue reading on Medium »

Ctrl+F or command+F doesn’t work if you need to find: Continue reading on Medium »

A few months ago, I was building AI applications without really understanding Machine Learning. That realization made me go back to the… Continue reading on Med

My task was to analyze historical trip data and identify behavioral patterns that could help the company convert casual riders into annual… Continue reading on

A deep dive into how combining hundreds of decision trees creates one of machine learning’s most robust, high-performing algorithms. Continue reading on Medium

Docs as data, and a Markdown server with no build step Continue reading on Medium »

Huawei Cloud ortamında veri işleme, Keşifsel Veri Analizi (EDA) ve makine öğrenmesi modelleri eğitirken edindiğim deneyimler ve… Continue reading on Medium »

“An OCR system does more than simply read text. It also tells you where the text is located and how confident it is in its prediction… Continue reading on Mediu

Master the Big 5 methods you’ll use 95% of the time. Explore exactly what they do, look at code examples, and learn when to use each one. Continue reading on Me

Working with Network Automation using Python language on GNS3 is handled through SSHv2 protocol, using libraries like Netmiko, NAPALM. It… Continue reading on M

Most crypto side projects die on the first step: getting clean, current prices for more than a handful of coins without hitting a rate… Continue reading on Medi

Completing my Data Science Internship at Oasis Infobyte has been an enriching and rewarding experience. Throughout this internship, I… Continue reading on Mediu

A few months ago, I sat in a design review where a junior engineer suggested we rewrite our inference pipeline in Rust. Not a bad instinct… Continue reading on

A transparent security proxy for MCP. Continue reading on Medium »