Data Modeling

dbt

Dimensional Data Modeling in Iceberg

Boot Camp Orientation

Fact Data Modeling with Apache Iceberg

Data Quality Patterns in Apache Airflow

Unit and Integration Testing Spark Pipelines

Streaming Pipelines with Kafka and Spark Streaming

Analytical Patterns & Analysis with Trino

Large Language Models

Data Impact Communication & Visualization

Interview Skills

AI and LLM

Week 1: Databricks Basics

Week 2: Databricks & Advanced Spark

Week 3: Data Lakes with Delta Table

Week 4: Structured Streaming with Spark & Kafka

Q&A with Zach

Expert Guest Sessions

Data Modeling with Iceberg and Trino

Airflow + Trino

Snowflake + dbt Basics

Databricks Basics

Advanced Spark on Databricks

Snowflake + Advanced dbt

Analytical Patterns and Advanced SQL

Real Time Data (Spark and Kafka Streaming)

Career Development Sessions

Q&A with Zach Wilson

Guest Speaker Sessions

TA Office Hours

Advanced RAG and Agentic AI

Week 2: Advanced RAG, Reranking & Dev Workflow

Bootcamp Kickoff

Pipeline Spec Building + Airflow Fundamentals

Change Data Capture (CDC) and Analytical Patterns

dbt basics

Advanced dbt

Advanced Snowflake

Bonus

Tech Talk

TA Office Hours

Kickoff

Pre-Read - Data Modeling

Week 1: dbt Basics

Week 2: Advanced dbt

Week 4: Advanced Snowflake

Week 6: Airflow & Pipeline Specs with Trino

Week 7: Analytical Patterns & CDC

Expert Guest Sessions

Batch Pipelines with Apache Spark

Dimensional Data Modeling in Postgres

Dimensional Data Modeling with Apache Iceberg

Fact Data Modeling in Postgres

Fact Data Modeling with Apache Iceberg

Pipeline Spec Building and dbt fundamentals

Unit Testing Spark Pipelines and Write-Audit-Publish

Analytical Patterns & Analysis with Trino

Streaming Pipelines with Apache Flink

Data Pipeline Maintenance

Data Impact Communication & Visualization

Mastering Analytical Patterns

Data Lakes with Delta Table

Data Modeling

Wisdom From Zach