MLOps

Week 4: MLOPs and Guardrails

MLOps

Week 1: Prompt Engineering & Basic RAG

Week 4: MLOps, Guardrails & Business Value

Week 1: Databricks Basics

Week 2: Databricks & Advanced Spark

Week 4: Structured Streaming with Spark & Kafka

Week 5: Managing Unstructured Data

Bonus - LLMs

Week 1: Building functional AI agents using LangChain

Managing Unstructured Data

Databricks Basics

Advanced Spark on Databricks

Analytical Patterns and Advanced SQL

Real Time Data (Spark and Kafka Streaming)

Bonus - LLMs

Pipeline Spec Building + Airflow Fundamentals

Advanced dbt

Advanced Snowflake

Bonus

Tech Talk

Pre-Read - Data Modeling

Week 2: Advanced dbt

Week 4: Advanced Snowflake

Week 6: Airflow & Pipeline Specs with Trino

Expert Guest Sessions

Unit Testing Spark Pipelines and Write-Audit-Publish

Data Pipeline Maintenance

Dimensional Data Modeling in Iceberg

AI and LLM

Big Tech Careers