AI-Generated Learning Tracks

Learn by doing,
not watching.

6 structured tracks covering GenAI, ML, Data Engineering, NLP, MLOps, and Computer Vision. Each module is generated by Claude with real code examples, exercises, and key concepts.

6
Learning Tracks
7
Modules Each
AI
Generated Content
Free
Core Tracks
Pick Your Track

Choose what to learn next

Click any track to open the in-browser reader. Claude generates each module fresh with code examples, explanations, and practical exercises.

✨ PRO TRACK
GenAI & LLM Engineering
From prompting to production LLM systems. RAG pipelines, fine-tuning, and agentic workflows.
7 modules20h7 projects
LLM Foundations & Transformers
Prompt Engineering & Chain-of-Thought
Building RAG Systems from scratch
Fine-tuning with LoRA & PEFT
Start Learning →
🧠 FREE
ML Fundamentals for Practitioners
Scikit-learn to PyTorch. Core algorithms, evaluation, feature engineering and neural nets.
7 modules18h5 projects
Python & Math Essentials for ML
Core Algorithms with Scikit-learn
Model Evaluation & Validation
Neural Networks with PyTorch
Start Learning →
🏗 FREE
Modern Data Stack & Pipelines
dbt, Airflow, Spark, Kafka. Build production data platforms end-to-end.
7 modules22h6 projects
SQL Mastery & Data Modelling
dbt — Transform with Confidence
Orchestration with Apache Airflow
Apache Spark for Big Data
Start Learning →
💬 PRO TRACK
NLP — Tokenisation to Fine-Tuning
Text classification, transformers, BERT/GPT/T5, and fine-tuning pre-trained models.
7 modules19h5 projects
Text Processing & Tokenisation
Text Classification & NER
Transformer Architecture Deep Dive
Fine-Tuning Pre-trained Models
Start Learning →
🚀 PRO TRACK
MLOps & Model Deployment
CI/CD for ML, Docker, Kubernetes, monitoring, and the full model lifecycle in production.
7 modules20h6 projects
ML Project Structure & Git
Containerising Models with Docker
Kubernetes for ML Workloads
Model Monitoring & Drift Detection
Start Learning →
👁 PRO TRACK
Computer Vision Engineering
CNNs, detection, segmentation, multimodal AI, and deploying vision models at scale.
7 modules21h5 projects
Image Processing Fundamentals
CNNs from Scratch with PyTorch
Object Detection & YOLO
Vision Transformers & CLIP
Start Learning →
📚 Tutorial
Module 1 of 7

Generating module with Claude AI…