Zach Wilson wants you to join DataExpert.io Academy
Use code: IACCEPT at checkout for 30% off!Please review our academy policies before buying
Zach Wilson wants you to join DataExpert.io Academy
Use code: IACCEPT at checkout for 30% 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
$56.7/monthbilled annually
($679/yr)$56.7/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
Onboarding0.1 hrs
Included Cohorts
FullStackExpert27 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
AnalyticsExpert128 hrs
- Kickoff (3.1 hrs)
- Week 1: dbt Basics (10.3 hrs)
- Week 2: Advanced dbt (10.7 hrs)
- Week 3: Snowflake + dbt Basics (3.5 hrs)
- Week 4: Snowflake + Advanced dbt (4.1 hrs)
- Week 5: Data Modeling on Snowflake (5.2 hrs)
- Week 6: Advanced Snowflake (6.1 hrs)
- Week 7: Data Modeling on Iceberg (9 hrs)
- Week 8: Airflow & Pipeline Specs (6.8 hrs)
- Week 9: Airflow + Trino (3.7 hrs)
- Week 10: Analytical Patterns & CDC (9 hrs)
- Week 11: End-to-End Project Hacking (4.9 hrs)
- Week 12: Passing Analytics Engineer Interviews
- Capstone Project
- Q&A with Zach (8 hrs)
- Tech Talks (17.9 hrs)
- TA Office Hours (15.9 hrs)
- Career Development (2.8 hrs)
- Bonus (6.8 hrs)
DataEngExpert116 hrs
- Kickoff (1.8 hrs)
- Week 1: Dimensional Data Modeling (4.2 hrs)
- Week 2: Fact Data Modeling (3.9 hrs)
- Week 3: Apache Spark Fundamentals (3.6 hrs)
- Week 4: Databricks Basics (2.6 hrs)
- Week 5: Databricks & Advanced Spark (7.1 hrs)
- Week 6: Data Lakes with Delta Table (5.6 hrs)
- Week 7: Analytical Patterns & Advanced SQL (6.8 hrs)
- Week 8: Structured Streaming with Spark & Kafka (6.6 hrs)
- Week 9: Real-time Pipelines with Flink & Kafka (2.8 hrs)
- Week 10: Managing Unstructured Data (4.6 hrs)
- Week 11: Data Quality Patterns (1.8 hrs)
- Week 12: Data Pipeline Maintenance (2.4 hrs)
- Week 13: Data Visualization and Impact (1.8 hrs)
- Week 14: KPIs and Experimentation (2.6 hrs)
- Week 15: Building AI Agents with Databricks (3.8 hrs)
- Capstone Project (2 hrs)
- Q&A with Zach (10.7 hrs)
- Tech Talks (5 hrs)
- TA Office Hours (14.4 hrs)
- Career Development Sessions (4.5 hrs)
- Guest Speaker Sessions (6.5 hrs)
- Bonus - Azure (5.6 hrs)
- Bonus - LLMs (4.8 hrs)
AIExpert85 hrs
- Kickoff & Setup
- Speaker Events Archive
- Week 1: Prompt Engineering & Basic RAG (14.7 hrs)
- Week 2: Advanced RAG, Reranking & Dev Workflow (10.4 hrs)
- Week 3: Agentic AI, MCP & Automation (6.9 hrs)
- Week 4: MLOps, Guardrails & Business Value (8.5 hrs)
- Week 5: End-to-End AI Applications (9.9 hrs)
- Capstone
- Q&A with Zach (8.9 hrs)
- Tech Talks (12.7 hrs)
- TA Office Hours (9.8 hrs)
- Career Dev Sessions (2.7 hrs)
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