Python

Dimensional Data Modeling in Iceberg

Data Quality Patterns in Apache Airflow

Unit and Integration Testing Spark Pipelines

Streaming Pipelines with Kafka and Spark Streaming

Large Language Models

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

Week 5: Managing Unstructured Data

Bonus - LLMs

test module

Airflow + Trino

Snowflake + dbt Basics

Databricks Basics

Advanced Spark on Databricks

Snowflake + Advanced dbt

Analytical Patterns and Advanced SQL

Bonus - LLMs

Career Development Sessions

TA Office Hours

Week 1: Prompt Engineering + Basic RAG

Week 2: RAG optimizations + Reranking

Week 4: MLOPs and Guardrails

Prompt Engineering

Understanding RAG

Advanced RAG and Agentic AI

MLOps

Week 1: Prompt Engineering & Basic RAG

Week 2: Advanced RAG, Reranking & Dev Workflow

Week 4: MLOps, Guardrails & Business Value

Data Modeling on Iceberg

Data Modeling on Snowflake

Snowflake + dbt basics

Bootcamp Kickoff

Change Data Capture (CDC) and Analytical Patterns

dbt basics

Advanced dbt

Advanced Snowflake

Tech Talk

TA Office Hours

Kickoff

Week 1: dbt Basics

Week 2: Advanced dbt

Week 3: Data Modeling on Snowflake

Week 4: Advanced Snowflake

Week 5: Data Modeling on Iceberg

Week 6: Airflow & Pipeline Specs with Trino

Week 7: Analytical Patterns & CDC

Expert Guest Sessions

Week 1: Building functional AI agents using LangChain

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

Managing Unstructured Data

Airflow

dbt basics

Advanced Snowflake

Data Lakes with Delta Table

Structured Streaming Kafka to Delta Live Table

Unit Testing Spark Pipelines and Write-Audit-Publish

Product Sense, KPIs and Experimentation

Batch Pipelines with Apache Spark

Capstone Showcases