Platform Access Included

Discord

GitHub

AWS

Databricks

anthropic

OpenAI

PrerequisitesCurricula

Main content

Mastering LTAP modeling and Lakebase

Building Rich Context for AI Agents

Mastering Apache Spark

Deploying AI agents with Agent Bricks

Real Time data with Delta Live Table

Included cohorts

DataExpert62 hrsSpark, Databricks, Snowflake, Kafka, Flink — the most comprehensive data engineering curriculum on the internet.

• Kickoff1.8 hrs
• Week 1: Databricks Basics2.6 hrs
• Week 2: Databricks & Advanced Spark7.1 hrs
• Week 3: Data Lakes with Delta Table5.6 hrs
• Week 4: Structured Streaming with Spark & Kafka6.6 hrs
• Week 5: Managing Unstructured Data4.6 hrs
• Week 6: Building AI Agents with Databricks3.8 hrs
• Capstone Project2 hrs
• Q&A with Zach10.7 hrs
• Bonus - Azure5.6 hrs
• Expert Guest Sessions11.5 hrs

This gets you access to all self-paced content and the discord community of highly motivated learners!

• Build an awesome portfolio!
• Join the dedicated community
• Weekly Q&A with Zach Wilson
• Master the hottest AI tech: RAG, OpenClaw, Claude Code, and AI Agents
• Master the hottest data engineering tech: Spark, Airflow, Delta, Iceberg, and Databricks
• Master the hottest analytics engineering tech: Snowflake, dbt, BigQuery, and Iceberg

Platform Access Included

Discord

GitHub

AWS

Snowflake

OpenAI

anthropic

Databricks

PrerequisitesCurricula

Main content

Onboarding0.1 hrs

• Onboard to DataExpert Platform
• TA Office Hour

Weekly QnA with Zach2.6 hrs

• QnA with Zach - Jun7th 2026 - Lecture
• QnA with Zach - Jun7th 2026 - Lab
• You must learn Databricks in 2026 - The DataExpert.io Roadmap Lecture
• You must learn Databricks in 2026 - The DataExpert.io Roadmap Lab
• Databricks DeltaTable Q&A
• The 2026 Context Engineering Roadmap
• The 2026 Context Engineering QnA

Included cohorts

AIExpert78 hrsShip production AI: RAG, agents, MCP, and MLOps — taught by the engineers companies are paying top dollar to hire.

• Kickoff & Setup
• Week 1: Prompt Engineering & Basic RAG14.7 hrs
• Week 2: Advanced RAG, Reranking & Dev Workflow10.4 hrs
• Week 3: Agentic AI, MCP & Automation6.9 hrs
• Week 4: MLOps, Guardrails & Business Value8.5 hrs
• Week 5: End-to-End AI Applications9.9 hrs
• Capstone
• Q&A with Zach8.9 hrs
• Expert Guest Sessions13.3 hrs
• Bonus - LLMs4.8 hrs

DataExpert62 hrsSpark, Databricks, Snowflake, Kafka, Flink — the most comprehensive data engineering curriculum on the internet.

• Kickoff1.8 hrs
• Week 1: Databricks Basics2.6 hrs
• Week 2: Databricks & Advanced Spark7.1 hrs
• Week 3: Data Lakes with Delta Table5.6 hrs
• Week 4: Structured Streaming with Spark & Kafka6.6 hrs
• Week 5: Managing Unstructured Data4.6 hrs
• Week 6: Building AI Agents with Databricks3.8 hrs
• Capstone Project2 hrs
• Q&A with Zach10.7 hrs
• Bonus - Azure5.6 hrs
• Expert Guest Sessions11.5 hrs

AnalyticsExpert95 hrsMaster dbt, Snowflake, Iceberg, and Airflow — and become the analytics engineer every data team fights to hire.

• Kickoff3.1 hrs
• Pre-Read - Data Modeling 6.8 hrs
• Week 1: dbt Basics6.4 hrs
• Week 2: Advanced dbt7 hrs
• Week 3: Data Modeling on Snowflake6.5 hrs
• Week 4: Advanced Snowflake6.1 hrs
• Week 5: Data Modeling on Iceberg9 hrs
• Week 6: Airflow & Pipeline Specs with Trino10.5 hrs
• Week 7: Analytical Patterns & CDC9 hrs
• Week 8: Capstone Project4.9 hrs
• Q&A with Zach8 hrs
• Expert Guest Sessions 17.9 hrs

Boot Camp: Community Edition27 hrsJoin the free community boot camp that covers everything you need to know to go from junior data engineer to senior data engineer!

• Bootcamp Orientation
• Dimensional Data Modeling4.2 hrs
• Fact Data Modeling3.9 hrs
• Apache Spark Fundamentals3.6 hrs
• Applying Analytical Patterns2.8 hrs
• Real-time pipelines with Flink and Kafka2.8 hrs
• Data Visualization and Impact1.8 hrs
• Data Pipeline Maintenance2.4 hrs
• KPIs and Experimentation2.6 hrs
• Data Quality Patterns1.8 hrs

FullStackExpert27 hrs

• Fullstack Bootcamp Orientation
• Boot camp Kickoff
• Web Dev Fundamentals5.1 hrs
• Intermediate Frontend Development3.7 hrs
• Fundamentals of Backend Development4 hrs
• Intermediate Backend Development4 hrs
• Advanced Backend Development4.7 hrs
• Advanced Frontend Development4.8 hrs
• Office Hours
• Q&A with Dan
• Soft Skills

LinkedInExpert16 hrsFind your niche, build your brand, and become a LinkedIn creator who makes money!

• Career Development10 hrs
• Making Content on LinkedIn6.1 hrs

InterviewExpertTimed, role-specific mock interviews — SQL under pressure, data modeling, system design, behavioral and more. Graded the moment you submit.

Data Engineer Interview Skills8 hrsThe first live boot camp offered by Zach Wilson in Spring 2023.

• Interview Skills5.9 hrs
• AI and LLM2.4 hrs