📰 Medium · Python

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Medium · Python 📐 ML Fundamentals ⚡ AI Lesson 7h ago

9 Machine Learning Tricks That Instantly Improved My Models

Tiny fixes, boring checks, and annoying habits that made my models stop embarrassing me in public Continue reading on Python in Plain English »

Medium · Python 💻 AI-Assisted Coding ⚡ AI Lesson 9h ago

Bauhaus Poster Generator

Building a side project with Python & AI-assisted programming Continue reading on Medium »

Medium · Python 📊 Data Analytics & Business Intelligence ⚡ AI Lesson 9h ago

OpenStreetMap in Python intro

OpenStreetMap programming lets you explore and understand urban environments in a different way. It is a rich data source that contains… Continue reading on Med

Medium · Python 📐 ML Fundamentals ⚡ AI Lesson 10h ago

Why Smokers Pay Three Times More for Insurance and How a Linear Regression Model Proved It

A complete machine learning project covering data cleaning, log transformation, feature engineering, and what the numbers actually say… Continue reading on Medi

Medium · Python 🤖 AI Agents & Automation ⚡ AI Lesson 20h ago

Your agent gave the right answer for the wrong reason — and you have no idea

A practical framework for observability and evaluation of agentic AI systems — built to work on any use case Continue reading on Towards AI »

Medium · Python 📊 Data Analytics & Business Intelligence ⚡ AI Lesson 23h ago

Why Python Is Becoming the Preferred Language for Data Science

In today’s digital world, data plays a crucial role in shaping major business decisions. Companies rely on data to understand customer… Continue reading on Medi

Medium · Python 📐 ML Fundamentals ⚡ AI Lesson 1d ago

What Python Developers Need to Learn Now (Before the Shift Leaves You Behind)

There’s a moment every developer faces. Continue reading on Medium »

Medium · Python 📐 ML Fundamentals ⚡ AI Lesson 1d ago

Latent Dirichlet Allocation — Topics That Emerge From Text

Algorithms in Python — Advanced Unsupervised Learning, Part 5 Continue reading on Medium »

Medium · Python 🔧 Backend Engineering ⚡ AI Lesson 1d ago

I Couldn’t Grow Up with a Cat. So I Built a Django Package.

When I was a kid, I wanted a cat more than anything. My mother wouldn’t allow it — she had a thing about cleanliness. So I pressed my face… Continue reading on

Medium · Python ⚡ AI Lesson 1d ago

Day 15 of My Cloud Engineering Journey: Deploying Applications with Flask, Node.js,

Today was one of the more hands-on days so far. Continue reading on Medium »

Medium · Python ⚡ AI Lesson 1d ago

FastAPI vs NestJS vs Spring Boot in 2026: I Built the Same API Service in All Three — Raw Truth…

Same endpoints, same load (10k RPS), same team. Here’s the honest performance data, development speed, maintenance reality, and which one… Continue reading on T

Medium · Python ⚡ AI Lesson 1d ago

PostgreSQL vs MySQL vs ClickHouse in 2026: I Migrated the Same High-Traffic Service to All Three —…

Same dataset, same queries, same 12,000 RPS workload. Here are the raw performance numbers, operational pain, scaling costs, and when each… Continue reading on

Medium · Python 💻 AI-Assisted Coding ⚡ AI Lesson 1d ago

I Used Cursor, Claude, and Traditional Coding for 3 Months Straight — The Brutal 2026 Truth

I rebuilt the same feature-rich internal tool using three different workflows. Here are the exact productivity numbers, quality… Continue reading on Artificial

Medium · Python 👁️ Computer Vision ⚡ AI Lesson 1d ago

Building an Ingredient-Based Visual Question Answering System for Food Images

Food image understanding is usually treated as a classification problem. Given an image, the model predicts one label such as pizza… Continue reading on Medium

Medium · Python 💻 AI-Assisted Coding ⚡ AI Lesson 1d ago

How I Built a Functional Python Application in Under 2 Hours Using an AI Pair-Programmer

I had zero app-building experience. A blank screen. And Claude sitting next to me like a senior developer who never gets tired of… Continue reading on Python in

Medium · Python 🤖 AI Agents & Automation ⚡ AI Lesson 1d ago

Create Your First Agentic AI with CrewAI in 5 Minutes: A Beginner’s Guide

Discover how to build an agentic AI system in under 5 minutes using CrewAI. This beginner-friendly guide covers setting up Python and… Continue reading on Pytho

Medium · Python 📐 ML Fundamentals ⚡ AI Lesson 1d ago

How Polymarket Works Behind the Scenes: Markets, Probabilities, and Liquidity (V2 Deep Dive)

Prediction markets are often described as “trading probabilities,” but that explanation barely scratches the surface. Under the hood… Continue reading on Medium

Medium · Python 🤖 AI Agents & Automation ⚡ AI Lesson 1d ago

I Built an Autonomous AI Agent from Scratch in Python — Here’s Exactly How

A step-by-step guide to building a multi-tool AI agent with Groq, LLaMA 3.3, DuckDuckGo Search, and a Streamlit UI — no LangChain required. Continue reading on

Medium · Python ⚡ AI Lesson 1d ago

Scori: how I built a dependency friction scorer — and what I learned along the way

Updating a dependency sounds simple. In practice, it’s an engineering decision nobody is measuring properly. Continue reading on Medium »

Medium · Python ⚡ AI Lesson 2d ago

Stop Doom-Scrolling Financial News — I Built an AI That Does It (and Reviews Itself)

Series: AI in Finance — Part 2 Continue reading on Medium »

Medium · Python 📐 ML Fundamentals ⚡ AI Lesson 2d ago

# Linear Regression Isn’t About Drawing Lines — It’s About Minimizing Mistakes

When I first learned Linear Regression, I thought the goal was simple: find a line that passes through all the data points. Continue reading on Medium »

Medium · Python 📊 Data Analytics & Business Intelligence ⚡ AI Lesson 2d ago

ROC-RSI Strategy: Beat Buy & Hold Across 50 Stocks

A dual-momentum confirmation engine — stress tested across over 2,000 stocks, walk-forward optimized, and built for real execution Continue reading on Medium »

Medium · Python 📐 ML Fundamentals ⚡ AI Lesson 2d ago

CVaR-Aware Position Sizing: Using QR-DQN Quantiles to Reduce Tail Risk

A practical risk-control pattern for financial ML systems: turn return distributions into position-size multipliers. Continue reading on Medium »

Medium · Python 🤖 AI Agents & Automation ⚡ AI Lesson 2d ago

Free AI APIs for Prototyping: How Far Can You Get Without Paying?

A few days ago, I decided to build a small lead magnet for Telegram channel. Continue reading on Medium »