ML Fundamentals

Post 3 ended with three numbers: 97.4% test accuracy, 100% precision, 0 false positives. All of it...

A couple of months ago, I compared Opus vs GLM by having both of them do a task for me. It’s not that...

Over the last month, I’ve been working on a personal project: building a search engine from...

Predicting Telecom Customer Churn with scikit-learn, Keras, and Amazon SageMaker Every...

Python has been popular for many years, but in 2026, its value for beginners is even...

I built a CLI that hashes your ML accuracy claims before the experiment runs Last month, a...

Cohere released their new ASR model on March 26 with a 5.42% Word Error Rate on the LibriSpeech...

I built this because I was bored. No real use case, no production target — just a C++17 exercise to...

For years, progress in artificial intelligence was closely tied to scaling laws, where increasing...

For .NET 8 microservices adopting functional patterns, choosing between C# 13’s new lambda...

Introduction Imagine you're running a cloud storage platform — thousands of users...

Sequence Processing, POS Tagging, and the Context Problem By the end of this post, the...

After 14 months of benchmarking 42 production Laravel 11 monoliths, we found that migrating to...

Introduction Modern web applications live on the open internet, which means they’re constantly...

Introduction Imagine you're running a cloud storage platform that serves thousands of...

I built a Python daemon that watches incoming HTTP traffic in real time, learns what "normal" looks...

Fraud detection is one of those problems that looks simple on the surface — classify transactions as...

Missing Data Analysis Lab is a Flask-served Python application for studying missing-value behavior,...

Team Members @k_sidharthareddy_15 | @k-deepak-544 | @nupur_madhrey_07 | @avika_kashyap |...

When Waiting Becomes the Problem You are sitting in a restaurant, watching the kitchen...

Data quality issues in IoT are often a significant challenge in machine learning projects. This is a...

Team Members This project was developed by: @sahasra_arsahas — Sahasra Kotagiri @hridya_siddu —...

Implement automated validation tests for ML models in CI/CD to catch regressions, data leakage, and drift using MLflow, Deepchecks, and Fairlearn.

A comprehensive guide to understanding machine learning concepts using the language you already know—JavaScript. It's time to bring ML to the browser.

Most type hint guides teach you syntax. This one is about which annotations actually prevent...

🚀 Introduction Building AI systems is easy. Building scalable AI pipelines in production is where...

One quiet evening, a cloud server looked normal on the surface. Users logged in, files moved, and...

Le défi Une application mobile qui communique avec un instrument de mesure terrain ,...

En la Parte 1 de esta serie, comenzamos nuestro viaje para predecir la falla de turbinas...

The best model is rarely the right model. And chasing it is one of the biggest mistakes in...

Many beginners write nested loops for subarray problems. That leads to O(n²) time complexity. But...

Textbook: Self-Study Java (by Shin Yong-kwon) Sections: Chapter 04 Sec 01, Sec 02, Chapter Review...

It's a question that echoes through tech conferences and LinkedIn feeds: "Is AI the future?" For...

Deploy ML models at the edge with real-time sync, automatic conflict resolution, and zero...

There’s a lot of hype around GPUs and NVIDIA, but how much do you know about TPUs? Article...

Add two stabilisation patterns deep networks need: RMSNorm to keep activations bounded, and residual connections to give gradients a highway.

Machine Learning Driven Crop Yield Prediction with NLP-Based Insight is a smart agriculture system....

Why fixed 512-token splits cut tables in half, and a Python splitter that respects H2/H3, paragraphs, and sentences with a soft token budget.

Building a Document Processing Pipeline for Legal Translation Workflows While working on...

I Built a Tool That Catches Hackers in Real Time — Here's How It Works Have you ever...

Team members This project was developed by: Devendhar Rao @devendhar_rao Madhan Chowdary...

By @sourab_reddy_ @siddardha796 @bvishnu_2509 @giridhar_58 — developed under the guidance of ...

By @sourab_reddy_ @siddardha796 @bvishnu_2509 @giridhar_58 — developed under the guidance of ...

The Problem That Made Us Build This Phishing emails are getting much harder to...

seekdb 1.2.0 isn’t just another version bump. It’s the difference between “cool prototype”...

I've always been fascinated by applying optimization to solve real-world problems. It is often an...

TL;DR: Most inference bottlenecks in diffusion pipelines are not in the UNet denoising loop. They are...

A beginner-friendly breakdown of recursion - what it is, how it works, and when to use it, with countdown and factorial examples.