Roadmaps

A complete path from zero to expert: Python, math, machine learning, deep learning, LLMs, agents and production. Free resources first, with paid courses and books listed separately.

A complete path from zero to expert: Linux, Python, SQL, data modeling, warehouses, Spark, Airflow, Kafka, lakehouses, cloud and architecture. Free resources first, with paid courses and books listed separately.

A complete path from zero to expert: Infrastructure as Code basics, HCL, state, modules, cloud providers, CI/CD, testing, security and scaling Terraform across an organization. Free resources first, with paid courses and books listed separately.