Topfolio Engineering Cohorts
Structured multi-week programs designed for career transitions into data and AI roles. Learn through production-grade sandboxes, portfolio capstones, and 1:1 founder mentorship.
Master SQL, Python, Excel & Tableau from first principles. Work with real production schemas and build a verified portfolio.
Production pipelines with Python ingestion, dbt transformations, Apache Spark, Airflow orchestration, and cloud warehouses.
Production RAG architectures, vector embeddings, semantic routing, multi-agent frameworks, and deterministic LLM evaluation suites.
Statistical inference, supervised & unsupervised machine learning, deep learning architectures, and end-to-end containerized MLOps.