About AI Hints

AI Hints makes free, complete courses on artificial intelligence, Python and DevOps, and publishes them as full-length videos on YouTube and as written tutorials on this site.

How the courses are made

Every course follows a story, like Ava building her plant shop with Python, or Maya turning her bakery idea into a real API. Each idea is explained in plain language, shown with animations, and backed by real code that was actually run. The output you see on these pages is the real output.

What you will find here

• Python Tutorial: 49 lessons. From your first print() to async, testing and real projects.
• Machine Learning Tutorial: 85 lessons. Regression, classification, trees, ensembles, the maths and real projects.
• Deep Learning Tutorial: 92 lessons. PyTorch, CNNs, transformers and building a small GPT, step by step.
• NLP Tutorial: 106 lessons. Text processing, embeddings, transformers, RAG and LLM apps.
• Generative AI Tutorial: 77 lessons. LLMs, prompting, RAG, agents and image AI, explained simply.
• Agentic AI Tutorial: 100 lessons. Tools, memory, planning, LangGraph, MCP and multi-agent systems.
• Computer Vision Tutorial: 111 lessons. OpenCV, CNNs, detection with YOLO, segmentation, OCR and projects.
• Data Science Tutorial: 101 lessons. pandas, SQL, statistics, A/B tests, dashboards and case studies.
• MLOps Tutorial: 80 lessons. DVC, MLflow, testing, Docker, FastAPI, monitoring and retraining.
• Kubernetes Tutorial: 86 lessons. Pods to production: services, storage, Helm, GitOps and more.
• Docker Tutorial: 8 lessons. Images, Dockerfiles, volumes, networks and Compose.
• FastAPI Tutorial: 12 lessons. Build a real API: validation, auth, database, tests, Docker.

Watch on YouTube

Subscribe to AI Hints on YouTube for new full courses.

Narration in the videos is AI-generated using a synthetic clone of the creator's own voice.

Contact

Questions, corrections or ideas for a course? Email contact@aihints.com.