Zach Wilson invites you to level up your culture
Use code: CULTURE20 at checkout for 20% off!Please review our academy policies before buying
Zach Wilson invites you to level up your culture
Use code: CULTURE20 at checkout for 20% off!Please review our academy policies before buying
All-Access DataExpert.io Subscription
This gets you access to all self-paced content and the discord community of highly motivated learners!
$81/month
$64.8/monthbilled annually
($776/yr)$64.8/monthbilled annually
- 250+ Hours of Content
- Build an awesome portfolio!
- Join the dedicated community
Platform Access Included:
Databricks
Astronomer
Discord
GitHub
AWS
Snowflake
OpenAIanthropic
- Proficiency in Python and SQL
- Basic understanding of Docker, Flink, and Kafka
- Proficiency in Python and SQL
- Basic understanding of Docker, Flink, and Kafka
Main Content
Onboarding
Speaker Events Archive0.7 hrs
Included Cohorts
Data Engineer Interview Skills8 hrs
- Interview Skills (5.4 hrs)
- AI and LLM (2.4 hrs)
LinkedIn Mastery Course6 hrs
- LinkedIn Masterclass (6.1 hrs)
FullStackExpert.io All-access Subscription27 hrs
- Fullstack Bootcamp Orientation
- Boot camp Kickoff
- Web Dev Fundamentals (5.1 hrs)
- Intermediate Frontend Development (3.7 hrs)
- Fundamentals of Backend Development (4 hrs)
- Intermediate Backend Development (4 hrs)
- Advanced Backend Development (4.7 hrs)
- Advanced Frontend Development (4.8 hrs)
- Office Hours
- Q&A with Dan
- Soft Skills
Analytics Engineering Boot Camp starting October 202435 hrs
- Bootcamp Kickoff (2.2 hrs)
- Pipeline Spec Building + Airflow Fundamentals (2.8 hrs)
- Change Data Capture (CDC) and Analytical Patterns (5.5 hrs)
- dbt basics (2.6 hrs)
- Advanced dbt (2.7 hrs)
- Advanced Snowflake (2.6 hrs)
- Passing Analytics Engineer Interviews
- Bonus (6.8 hrs)
- Tech Talk (5.7 hrs)
- TA Office Hours (3.9 hrs)
2025 New Year Data Engineering Boot Camp starting January 6th50 hrs
- January 2025 Bootcamp Kickoff
- Airflow + Trino (3.7 hrs)
- Snowflake + dbt Basics (3.5 hrs)
- Databricks Basics (2.6 hrs)
- Advanced Spark on Databricks (3.6 hrs)
- Snowflake + Advanced dbt (4.1 hrs)
- Analytical Patterns and Advanced SQL (4.1 hrs)
- Real Time Data (Spark and Kafka Streaming) (2.2 hrs)
- Bonus - LLMs (4.8 hrs)
- Career Development Sessions (4.5 hrs)
- Q&A with Zach Wilson (2.6 hrs)
- Guest Speaker Sessions (6.5 hrs)
- TA Office Hours (6.1 hrs)
- Capstone Showcase Jan 2025 (2 hrs)
Boot Camp: Community Edition27 hrs
- Bootcamp Orientation
- Dimensional Data Modeling (4.2 hrs)
- Fact Data Modeling (3.9 hrs)
- Apache Spark Fundamentals (3.6 hrs)
- Applying Analytical Patterns (2.8 hrs)
- Real-time pipelines with Flink and Kafka (2.8 hrs)
- Data Visualization and Impact (1.8 hrs)
- Data Pipeline Maintenance (2.4 hrs)
- KPIs and Experimentation (2.6 hrs)
- Data Quality Patterns (1.8 hrs)
Spring Data Engineering Boot Camp Starting May 26th, 202521 hrs
- Data Lakes with Delta Table (2.2 hrs)
- Databricks and Advanced Spark (3.8 hrs)
- Structured Streaming Kafka to Delta Live Table
- Managing Unstructured Data
- Databricks and Spark Fundamentals (preread)
- Q&A with Zach May 2025 (3.7 hrs)
- Bonus - Azure (5.6 hrs)
- Tech Talks May 2025
- TA Office Hours (2.8 hrs)
- Capstone DE Bootcamp May 2025
Analytics Engineering Boot Camp starting April 14th, 202540 hrs
- Data Modeling on Iceberg (4.7 hrs)
- Data Modeling on Snowflake (5.2 hrs)
- Snowflake + dbt basics (3.8 hrs)
- Advanced dbt (3.8 hrs)
- End-to-End Project Hacking (4.9 hrs)
- Q&A With Zach Wilson (3.4 hrs)
- TA Office Hours (5.7 hrs)
- Tech Talks (7.3 hrs)
- Career Development
AI Engineering Boot Camp Starting on July 7th, 202523 hrs
- Prompt Engineering (3.9 hrs)
- Understanding RAG (3.9 hrs)
- Advanced RAG and Agentic AI (2.9 hrs)
- MLOps (2.5 hrs)
- Building end-to-end AI Application (3.3 hrs)
- Tech Talks July 2025 (2.9 hrs)
- Q&A with Zach July 2025
- TA Office hours
- Career Dev Sessions (1.3 hrs)
- Book Club (1.9 hrs)
AI Engineering Boot Camp starting October 20th, 202533 hrs
- Week 0: Application Setup
- Week 1: Prompt Engineering + Basic RAG (3.5 hrs)
- Week 2: RAG optimizations + Reranking (3.8 hrs)
- Week 3: MCP and Agentic AI (3.4 hrs)
- Week 4: MLOPs and Guardrails (3.3 hrs)
- Week 5: End-to-End AI Applications (3.3 hrs)
- Tech Talks (4.7 hrs)
- Q&A with Zach (4.5 hrs)
- TA Office hours (2.8 hrs)
- Career Dev Sessions (1.4 hrs)
- Book Club (2.2 hrs)
Building Pipelines with Iceberg and Airflow8 hrs
- Data Modeling with Iceberg and Trino (3.9 hrs)
- Airflow Pipelines with Iceberg (4 hrs)
Winter 2026 Data Engineering Boot Camp36 hrs
- Kickoff (1.1 hrs)
- Data Lakes with Delta Table (3.4 hrs)
- Databricks and Advanced Spark (3.3 hrs)
- Managing Unstructured Data (3.8 hrs)
- Structured Streaming Kafka to Delta Live Table (3.6 hrs)
- Building AI Agents with Databricks (3.8 hrs)
- Q&A with Zach (4.5 hrs)
- Tech Talks (4.1 hrs)
- TA Office hours (5.5 hrs)
- Book Club (3.3 hrs)
- Capstone Project
Winter 2026 Analytics Engineering Camp47 hrs
- Bootcamp Kick off (1.9 hrs)
- Airflow (4 hrs)
- Mastering Analytical Patterns (3.5 hrs)
- dbt basics (3.8 hrs)
- advanced dbt (4.3 hrs)
- Advanced Snowflake (3.4 hrs)
- Q&A with Zach (4.6 hrs)
- Tech Talks (4.9 hrs)
- TA Office hours (6.3 hrs)
- Career Dev Sessions (2 hrs)
- Book Club
- Data Modeling on Iceberg (4.2 hrs)
- Data Modeling on Snowflake (4 hrs)
- Capstone Project
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