Data Structures

MLOps

Week 4: MLOps, Guardrails & Business Value

Kickoff

Pre-Read - Data Modeling

Week 4: Advanced Snowflake

Week 2: Databricks & Advanced Spark

Week 4: Structured Streaming with Spark & Kafka

Week 5: Managing Unstructured Data

Managing Unstructured Data

Advanced Snowflake

Structured Streaming Kafka to Delta Live Table

Data Modeling with Iceberg and Trino

Advanced Spark on Databricks

Career Development Sessions

Bootcamp Kickoff

Advanced Snowflake

Bonus

TA Office Hours

Dimensional Data Modeling with Apache Iceberg

Fact Data Modeling with Apache Iceberg

Batch Pipelines with Apache Spark

Dimensional Data Modeling in Iceberg

Fact Data Modeling with Apache Iceberg

Unit and Integration Testing Spark Pipelines

Large Language Models

Interview Skills

Wisdom From Zach

Capstone Showcases