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⚡ AI Lessons

Medium · Python
🎨 Image & Video AI
⚡ AI Lesson
2h ago
Color in generativepy
generativepy is an open source Python drawing library, mainly intended for maths/science illustrations and animations. It can be found on… Continue reading on G

Medium · Python
⚡ AI Lesson
4h ago
11 Python Upgrades That Instantly Improve Your Development Workflow
“Instantly” is doing a little work in that title. Continue reading on Python in Plain English »

Medium · Python
🤖 AI Agents & Automation
⚡ AI Lesson
6h ago
I Built a Job-Search Agent That Actually Respects the Rules : Here’s How It Fetches, Scores, and…
Job hunting has a boring, repetitive core: check a dozen job boards, read postings that all sound the same, and hand-tailor a resume for… Continue reading on Me

Medium · Python
☁️ DevOps & Cloud
⚡ AI Lesson
6h ago
Docker cp vs docker compose restart: The Deploy Gotcha That Wasted Two Hours of My Life
I pushed the fix. I saw the file land in the container. I curl’d the endpoint. It returned the old response. Everything was correct except… Continue reading on

Medium · Python
⚡ AI Lesson
8h ago
I Built 15 Python Projects. These Are the Mistakes I Kept Repeating.
The patterns I wish I had noticed much earlier. Continue reading on Python in Plain English »
Medium · Python
🛠️ AI Tools & Apps
⚡ AI Lesson
12h ago
The Python Library I Used to Build AI Apps That Could Finally Understand PDFs
I thought PDF processing was solved until I received a 400-page report filled with tables, headings, footnotes, and multi-column layouts… Continue reading on Me

Medium · Python
🖌️ UI/UX Design
⚡ AI Lesson
14h ago
Why Web UIs Got So Sleek — and Why Python Graphics Are Still Stuck in the Past
Around a certain point, HTML applications became remarkably sleek, including their UIs. Continue reading on Medium »

Medium · Python
⚡ AI Lesson
17h ago
12 Weeks, 12 Projects, One Live App: Building Overpass
Twelve weeks ago I set myself a simple rule: one small, real, tested engineering project every week, all pointing at the same theme — 5G… Continue reading on Me

Medium · Python
⚡ AI Lesson
18h ago
Network Automation for Beginners: Automating a Multi-Switch VLAN Lab with Python (Netmiko)
Network automation is rapidly transforming how infrastructure is deployed, managed, and scaled. Gone are the days when network engineers… Continue reading on Me

Medium · Python
📐 ML Fundamentals
⚡ AI Lesson
18h ago
Building a Python Platform That Grew Too Smart
Imagine I was asked to build a data-processing platform in Python. Continue reading on Medium »

Medium · Python
🔍 RAG & Vector Search
⚡ AI Lesson
18h ago
I Built a Production RAG System for Indian Law and Refused to Trust It Until I Measured It
How I turned a stack of legal PDFs into a chatbot that cites the exact section of the law, and why the evaluation scores, not the demo… Continue reading on Towa

Medium · Python
🧠 Large Language Models
⚡ AI Lesson
20h ago
How to get Reliable JSON from LLMs?
Data Contracts and Pydantic to leverage the latest Structured Output capabilities. Continue reading on Medium »

Medium · Python
📐 ML Fundamentals
⚡ AI Lesson
20h ago
Makine öğrenmesi ile yazılım ve veri bilimi mezunlarının gelir grubu sınıflandırması
100.000 gözlemlik bir veri setinde beş modelin karşılaştırması ve sınıf dengesizliğine maliyet duyarlı bir yaklaşım Continue reading on Medium »

Medium · Python
📐 ML Fundamentals
⚡ AI Lesson
22h ago
Python for Data Science — Mini Project: End-to-End Beginner ML Pipeline
Over the last several articles, we’ve built the foundations of machine learning. Continue reading on Medium »

Medium · Python
📐 ML Fundamentals
⚡ AI Lesson
22h ago
Python for Data Science — Feature Engineering for Better Models
So far in this machine learning section, we’ve learned about: Continue reading on Medium »
Medium · Python
🛠️ AI Tools & Apps
⚡ AI Lesson
1d ago
Supercharge Your FastAPI with uv
Everyone building web applications in Python knows and loves FastAPI. Continue reading on Medium »

Medium · Python
⚡ AI Lesson
1d ago
You’re Probably Writing More Python Code Than You Need To
The best Python code often starts with realizing you don’t need to write it. Continue reading on CodeToDeploy »

Medium · Python
📐 ML Fundamentals
⚡ AI Lesson
1d ago
Introduction to Machine Learning — The Complete Foundation
A revision-ready guide to what ML actually is, how it differs from traditional programming, the tools of the trade, and your first working… Continue reading on

Medium · Python
📐 ML Fundamentals
⚡ AI Lesson
1d ago
Python Methods Explained Simply: The Complete Beginner’s Guide
A method is a function that belongs to an object or class. Continue reading on Medium »
Medium · Python
⚡ AI Lesson
1d ago
The Developer Who Knows When to Say “No” Will Win
Everyone talks about becoming a faster developer. Continue reading on Medium »

Medium · Python
📊 Data Analytics & Business Intelligence
⚡ AI Lesson
1d ago
Python, Pandas ve Seaborn ile IMDb Veri Analizi ve Modelleme Mantığı
Giriş: Verinin Dilini Anlamak Continue reading on Medium »

Medium · Python
📣 Digital Marketing & Growth
⚡ AI Lesson
1d ago
How to monitor your heart rate using Xiaomi Bands and Python
Recently, I needed to find a way to access the real-time raw heart rate data of my Xiaomi Mi Band 7, in order to analyze it and possibly… Continue reading on Me

Medium · Python
🤖 AI Agents & Automation
⚡ AI Lesson
1d ago
Turning agent decisions into tested, deterministic code: Temper-Skills
An open-source Python library that uses adversarial review to make Agent skills auditable, safe, and fast Continue reading on Medium »
Medium · Python
💻 AI-Assisted Coding
⚡ AI Lesson
1d ago
The Python AI Stack I’d Use If I Had to Start Over
A production-grade blueprint for building fast, deterministic, and scalable automation systems in Python Continue reading on Python in Plain English »
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