DataExpert.io AcademyMaster data engineering and AI like a big tech engineerPlease review our academy policies before buying
DataExpert.io Academy
Master data engineering and AI like a big tech engineer
Please review our academy policies before buying
The 15-week 2026 Data and AI Engineering Challenge
Learn everything you need in analytics engineering, data engineering, and, AI engineering to be ready for the jobs of the future!
Start:Jan 2, 2026
End:Apr 18, 2026
$7497 one time payment
- 15 industry-leading guest speakers
- Join our referral network
- 1 MEGA CAPSTONE PROJECT
- 20+ homework assignments
- A vibrant learning community
- Mentor Support
Platform Access Included:
Databricks
Discord
GitHub
Snowflake
OpenAI
AWS
Astronomer- Intermediate-level Python skills
- Intermediate-level SQL skills
- Intermediate-level Python skills
- Intermediate-level SQL skills
Included Cohorts
Data Engineer Interview Skills8 hrs
- Interview Skills (5.4 hrs)
- AI and LLM (2.4 hrs)
All-Access DataExpert.io Subscription
- Onboarding
- Speaker Events Archive
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 (3.2 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 (5.6 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, 202531 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 (1.7 hrs)
- Tech Talks (3.8 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 (4.1 hrs)
Winter 2026 Databricks Engineering Boot Camp
- Data Lakes with Delta Table
- Databricks and Advanced Spark
- Structured Streaming Kafka to Delta Live Table
- Managing Unstructured Data
Winter 2026 Snowflake and dbt Boot Camp
- dbt basics
- advanced dbt
- Airflow and dbt
- Snowflake Basics
- Advanced Snowflake
- Mastering Analytical Patterns
Spring 2026 AI Engineering Boot Camp
- Week 1: Prompt Engineering + Basic RAG
- Week 2: RAG optimizations + Reranking
- Week 3: MCP and Agentic AI
- Week 4: MLOPs and Guardrails
- Week 5: End-to-End AI Applications
- Tech Talks
- Q&A with Zach
- TA Office hours
- Career Dev Sessions
- Book Club
Unsure if you fit the program?
Winter 2026 Databricks Engineering Boot Camp
Master Databricks on AWS
Start:Feb 9, 2026
End:Mar 9, 2026
$3000 one time payment
- Lifetime access to content
- 5 industry leading guest speakers
- Intermediate Python skills
- Some spark exposure
- Intermediate Python skills
- Some spark exposure
Main Content
Included Cohorts
Data Engineer Interview Skills8 hrs
- Interview Skills (5.4 hrs)
- AI and LLM (2.4 hrs)
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 (3.2 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
Building Pipelines with Iceberg and Airflow8 hrs
- Data Modeling with Iceberg and Trino (3.9 hrs)
- Airflow Pipelines with Iceberg (4.1 hrs)
Unsure if you fit the program?
Winter 2026 Snowflake and dbt Boot Camp
Master Snowflake and dbt like a pro in 5 weeks!
Start:Jan 6, 2026
End:Feb 14, 2026
$3000 one time payment
- Lifetime Access to Content
- 5 guest speaker sessions
- Join a vibrant learning community
- Join our referral network for jobs
- Bulid a standout capstone project
Platform Access Included:
DiscordGitHubSnowflake- Basic SQL skills
- Basic SQL skills
Main Content
Included Cohorts
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)
Analytics Engineering Boot Camp starting April 14th, 202540 hrs
- Data Modeling on Iceberg (5.6 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
Unsure if you fit the program?