ML Fundamentals

PayFlow’s wallet service had one rule: every withdrawal goes through a synchronized method, so two threads can never touch the same… Continue reading on Medium

Today was a revision + practice day in my Python journey. Instead of learning one completely new topic, I went back through important… Continue reading on Mediu

Loading everything into memory is often the easiest way to write a Python data pipeline and one of the easiest ways to make it fail in… Continue reading on Medi

Loading everything into memory is often the easiest way to write a Python data pipeline and one of the easiest ways to make it fail in… Continue reading on Medi

Loading everything into memory is often the easiest way to write a Python data pipeline and one of the easiest ways to make it fail in… Continue reading on Medi

What happens when Netflix can't track watch history? Explore privacy-first recommendation systems built around cold-start users. Continue reading on Medium »

How to design, test, evaluate, and deploy schema-guided document extraction workflows. Continue reading on AI Advances »

Prior to evaluation, there must be someone who defines what good and bad forecasts are. The most significant response to that question is… Continue reading on M

How I used Python, SQL, machine learning, and Power BI to analyse customer churn and identify high-risk customer groups. Continue reading on LinkIT »

arXiv:2608.26111v1 Announce Type: new Abstract: Battery Prognostics and Health Management (BPHM) is critical for ensuring the safe, reliable, and cost-effective

arXiv:2608.26149v1 Announce Type: new Abstract: Multi-table learning remains a major challenge in machine learning for healthcare and other complex information

How streaming iterators and smart memory management rescued my production pipeline. Continue reading on Medium »

Is your ML platform becoming a bottleneck instead of an accelerator? Continue reading on The Applied Engineer »

A free model scores 30% on your eval. The obvious conclusion: the model is weak. Swap it, and the...

Your evaluation set has an expiration date. Last month it helped you pick a model. This month it is...

If you've ever had to instrument a coating line, you know the hard part isn't the optics. It's...

Classic Machine Learning Through the Eyes of an SRE — Part 9: Isolation Forest The algorithm in one...

The intersection of artificial intelligence and cryptocurrency markets has fundamentally shifted how traders approach volatility. Unlike traditional markets, cr

Temel kavramlardan Transformer mimarisine, model yaşam döngüsünden sahadaki mühendislik rollerine ve scikit-learn ile uygulamaya kadar. Continue reading on Medi

Temel kavramlardan Transformer mimarisine, model yaşam döngüsünden sahadaki mühendislik rollerine ve scikit-learn ile uygulamaya kadar. Continue reading on Medi

A YOLO11-based pipeline that turns drone thermal footage into GPS-tagged inspection reports — with a browser demo, a field-mapping tool… Continue reading on Med

Future lets us wait for a result. CompletableFuture lets us build what should happen when that result is ready. Continue reading on Medium »

A List can be considered as a dynamic array. It is denoted by [ ]. The values inside a list are...

Yazılım dünyasına adım attığınızda her şey print("Hello World") ile çok masum başlar. Ancak biraz derinlere indiğinizde Python’ın kendine… Continue reading on M

Serving automatic speech recognition (ASR) models at scale is costly when each request uses only a fraction of a GPU. Learn how NVIDIA CUDA Multi-Process Servic

Pre-trained models just beat tuned tree ensembles across 189 datasets, zero-shot. Then someone ran them on real industrial data. Continue reading on Medium »

Pre-trained models just beat tuned tree ensembles across 189 datasets, zero-shot. Then someone ran them on real industrial data. Continue reading on Medium »

In agricultural computer vision, deep learning architectures often dominate the conversation. Continue reading on Medium »

Why Evaluation Matters in Machine Learning ? Continue reading on Medium »

Why Evaluation Matters in Machine Learning ? Continue reading on Medium »

Deploying an AI model in production means taking a trained model and making it available to real users or applications, while ensuring it… Continue reading on M

You run a few cells, tweak a hyperparameter, re-run cell 12 out of order, and suddenly your accuracy jumps to 94%. Continue reading on Medium »

My honest takeaways from Part I of the book, fighting the “now what?” feeling, and setting the foundation for my career prep. Continue reading on Medium »

There’s a class of model failure that doesn’t show up in any loss curve. Continue reading on Medium »

A transcript can be technically accurate and still make a product feel broken. The words may be right, but they arrive too late. A speaker… Continue reading on

Accuracy tells us how many predictions the model got correct overall In my experiment, the model got around 92 % of the classifications… Continue reading on Med

Gradient descent doesn’t work with a threshold spike, so we make a switch (a polite lie), and then use a real test case to judge what… Continue reading on Mediu

Gradient descent doesn’t work with a threshold spike, so we make a switch (a polite lie), and then use a real test case to judge what… Continue reading on Mediu

How I combined Python libraries, automation, APIs, AI, Excel, and object-oriented programming into a reusable system I could package for… Continue reading on Me

Machine Learning Interview Preparation Part 19 Continue reading on Medium »

Machine Learning Interview Preparation Part 19 Continue reading on Medium »

Three ideas from Nested Learning, and what actually happened when I ran them Continue reading on Medium »

Why a simple classical algorithm beat my PyTorch GraphSAGE model, and what it taught me about real-world AI engineering. Continue reading on Medium »

Why a simple classical algorithm beat my PyTorch GraphSAGE model, and what it taught me about real-world AI engineering. Continue reading on Medium »

A team of thirty in Korea built a model that outranks Europe’s flagship, on one-fiftieth of the money. Continue reading on Medium »

Todos los tutoriales de aprendizaje profundo te dicen que barajes tus datos aleatoriamente. Me pregunté: ¿y si usara matemáticas en su… Continue reading on Medi

Todos los tutoriales de aprendizaje profundo te dicen que barajes tus datos aleatoriamente. Me pregunté: ¿y si usara matemáticas en su… Continue reading on Medi

hello everyone so i know a little coding and i really need a little direction because…now i’m realising that i would end up myself…just because i fucked uo ever