Problem Solving

Data Modeling with Iceberg and Trino

Airflow + Trino

Databricks Basics

Advanced Spark on Databricks

Analytical Patterns and Advanced SQL

Real Time Data (Spark and Kafka Streaming)

Bonus - LLMs

Career Development Sessions

Q&A with Zach Wilson

Guest Speaker Sessions

TA Office Hours

Week 3: MCP and Agentic AI

Understanding RAG

MLOps

Bootcamp Kickoff

Pipeline Spec Building + Airflow Fundamentals

Change Data Capture (CDC) and Analytical Patterns

Advanced dbt

Advanced Snowflake

Bonus

Tech Talk

TA Office Hours

Data Pipeline Maintenance (V4)

Dimensional Data Modeling in Iceberg

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

Week 1: Building functional AI agents using LangChain

Week 2: Optimize your dev workflow with Claude Code and Codex

Managing Unstructured Data

Airflow

Advanced Snowflake

Databricks and Advanced Spark

Structured Streaming Kafka to Delta Live Table

Dimensional Data Modeling with Apache Iceberg

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

Product Sense, KPIs and Experimentation

Batch Pipelines with Apache Spark

Data Impact Communication & Visualization

Interview Skills

AI and LLM

test updated

Data Modeling

Data and AI

Data Analytics

Big Tech Careers

Wisdom From Zach

Capstone Showcases