Learn AI, Python and DevOps, one lesson at a time
Step-by-step tutorials with full video courses, real code you can copy, real output, and screenshots for every lesson. No sign-up. No paywall.
Free courses
Pick a topic. Every course is a complete video on YouTube and a full written tutorial here.
Python Tutorial
From your first print() to async, testing and real projects.
Machine Learning Tutorial
Regression, classification, trees, ensembles, the maths and real projects.
Deep Learning Tutorial
PyTorch, CNNs, transformers and building a small GPT, step by step.
NLP Tutorial
Text processing, embeddings, transformers, RAG and LLM apps.
Generative AI Tutorial
LLMs, prompting, RAG, agents and image AI, explained simply.
Agentic AI Tutorial
Tools, memory, planning, LangGraph, MCP and multi-agent systems.
Computer Vision Tutorial
OpenCV, CNNs, detection with YOLO, segmentation, OCR and projects.
MLOps Tutorial
DVC, MLflow, testing, Docker, FastAPI, monitoring and retraining.
Kubernetes Tutorial
Pods to production: services, storage, Helm, GitOps and more.
Docker Tutorial
Images, Dockerfiles, volumes, networks and Compose.
FastAPI Tutorial
Build a real API: validation, auth, database, tests, Docker.
Why learn with AI Hints?
Built so you understand, not just copy.
Video for every lesson
Each page links to the exact moment in the full course video, so you can read or watch.
Real code, real output
Every example was run for real. You see the code and exactly what it printed.
Story-driven
Follow characters like Ava and Maya as their projects grow, so every idea has a reason.
Exercises and quizzes
Practise with challenges and quick checks, with hints and solutions when you need them.
Coming soon
These full courses are finished and arriving on the channel next. Subscribe to get them first.
Watch every course free on YouTube
Animated explanations, real terminals and real projects. New full courses regularly.