Three tracks, one studio
Everyone runs the 16-week core. In weeks 9–16 you specialize — pick the track that matches the career you’re actually trying to build, and take its roadmap with you.
Three tracks, one studio
Everyone runs the 16-week core. In weeks 9–16 you specialize — pick the track that matches the career you're actually trying to build.
Analytics Track
Decision-shaping analyst the business actually listens to. Excel mastery to statistical rigor to boardroom-ready dashboards.
- Advanced SQL, dimensional modeling & Excel power functions
- Python (pandas) & R (dplyr) for data manipulation
- Data collection: APIs, web scraping, CSV pipelines
- Data cleanup: missing values, outliers, transformations
- Statistical analysis: hypothesis, correlation, regression
- BI & viz: Tableau, Power BI, matplotlib, seaborn
Engineering Track
Full data engineering lifecycle — generation, storage, ingestion, serving. Our deepest track, built from production work shipped weekly.
- Modern ELT at scale: Airflow · dbt · Prefect
- Lakehouse architecture: Delta Lake · Databricks · Unity Catalog
- Databases: relational, document, columnar, KV, graph
- Streaming & messaging: Kafka · Event Hubs · SQS
- Containers, CI/CD & IaC: Docker · K8s · Terraform
- Data governance: quality, lineage, GDPR & privacy
AI / ML Track
Deploy AI systems that hold up under audit. LLMs, retrieval, agents, multimodal — taught as engineering, with safety in every lab.
- Prompt engineering: structured outputs, evals, routing
- RAG: chunking, embeddings, hybrid retrieval, rerankers
- Vector stores: AI Search · Bedrock KBs · Pinecone · Qdrant
- Agentic AI: LangGraph · Foundry · Bedrock Agents · MCP
- Multimodal AI: vision, Whisper, image generation
- AI safety: prompt injection, moderation, adversarial
Master the modern data stack
Industry-leading tools used by top companies worldwide. Azure-first because that's where enterprise AI contracts land — with the AWS / open-source alternative for every choice.
Ready to transform your career?
Join thousands of professionals who have successfully transitioned into high-paying data careers. Cohort 04 start date: TBD — applications reviewed on a rolling basis.