Structured learning roadmaps

Curated, week-by-week paths for data, AI, and software careers. Real videos, daily practice, and projects in one place.

10 roadmaps

GenAI Engineer

A complete, premium A→Z path to becoming a Generative AI Engineer — foundations through RAG, agents, fine-tuning, LLMOps, deployment, a flagship capstone, and interview prep. Curated real videos, hands-on tasks, and projects, sequenced week by week.

Data Engineer

A complete, market-aligned path to becoming a Data Engineer — SQL and Python foundations through data modeling, warehousing, batch + streaming pipelines, dbt, the lakehouse, orchestration, and data quality. Curated real videos, hands-on tasks, capstone, and interview prep, sequenced week by week.

Python Developer

Zero to employable Python developer — core language, data structures, OOP, testing, packaging, async, web frameworks, databases, and REST APIs, with real project building. Curated real videos, hands-on tasks, capstone, and interview prep, sequenced week by week.

DSA Interview Prep

Coding-interview mastery — complexity analysis through arrays, hashing, two pointers, trees, graphs, heaps, backtracking, dynamic programming, and the reusable patterns behind FAANG-style problems. Curated real videos, practice sets, and mock-interview prep, sequenced week by week.

System Design

Scalable system-design interview prep — fundamentals (latency, CAP, consistency) through load balancing, caching, databases, queues, rate limiting, and full end-to-end designs. Curated real videos, design drills, and interview prep, sequenced week by week.

Prompt Engineering

Practical prompt engineering for 2026 — prompting fundamentals, chain-of-thought, structured output, system prompts, RAG-aware prompting, tool calling, agentic prompting, evals, and prompt security. Curated real videos and hands-on tasks, sequenced week by week.

AI / ML Engineer

A complete path to becoming an AI/ML Engineer — the Python ML stack and math intuition through classical ML, deep learning with PyTorch, computer vision, NLP & transformers, model serving, and MLOps. Curated real videos, hands-on tasks, capstone, and interview prep, sequenced week by week.

DevOps & Cloud Engineer

A complete path to becoming a DevOps & Cloud Engineer — Linux and networking through Git, Docker, Kubernetes, CI/CD, Terraform, AWS, observability, and SRE practices. Curated real videos, hands-on labs, capstone, and interview prep, sequenced week by week.

SQL Developer

Zero to job-ready SQL Developer — relational fundamentals through joins, aggregations, subqueries, CTEs, window functions, data modeling, indexes & optimization, transactions, and stored procedures. Curated real videos, query practice, and interview prep, sequenced week by week.

AI Agents Engineer

Go from Python developer to production AI Agent Engineer by building real autonomous systems: master the agent loop, tool use, memory, planning, multi-agent orchestration, agentic RAG, evaluation, safety, and deployment with LangGraph, MCP, and modern agent frameworks. Assumes LLM basics; focuses end-to-end on shipping agents that work in the real world.

Intermediate

12 weeks11 topics

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