Communication

Week 3: MCP and Agentic AI

Week 2: Advanced RAG, Reranking & Dev Workflow

Week 3: Agentic AI, MCP & Automation

Week 4: MLOps, Guardrails & Business Value

Dimensional Data Modeling with Apache Iceberg

Pipeline Spec Building and dbt fundamentals

Unit Testing Spark Pipelines and Write-Audit-Publish

Streaming Pipelines with Apache Flink

Data Pipeline Maintenance

Product Sense, KPIs and Experimentation

Batch Pipelines with Apache Spark

Data Impact Communication & Visualization

Data Pipeline Maintenance (V4)

Dimensional Data Modeling in Iceberg

Data Quality Patterns in Apache Airflow

Streaming Pipelines with Kafka and Spark Streaming

Analytical Patterns & Analysis with Trino

Large Language Models

Data Impact Communication & Visualization

Week 2: Databricks & Advanced Spark

Week 4: Structured Streaming with Spark & Kafka

Expert Guest Sessions

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

Week 4: OpenClaw Safeguards & Measuring business value for AI Agents

Data Modeling with Iceberg and Trino

Airflow + Trino

Advanced Spark on Databricks

Analytical Patterns and Advanced SQL

Real Time Data (Spark and Kafka Streaming)

Career Development Sessions

Guest Speaker Sessions

TA Office Hours

Bootcamp Kickoff

Pipeline Spec Building + Airflow Fundamentals

Change Data Capture (CDC) and Analytical Patterns

Advanced Snowflake

Tech Talk

TA Office Hours

Kickoff

Week 4: Advanced Snowflake

Week 6: Airflow & Pipeline Specs with Trino

Week 7: Analytical Patterns & CDC

Expert Guest Sessions

Interview Skills

AI and LLM

Making Content on LinkedIn

Data Modeling

Data and AI

Data Analytics

Big Tech Careers

Wisdom From Zach

Capstone Showcases