Databricks Learning Resrouce

This is my learning guide for Databricks Platform. All learning contents are free! You will need a workspace to try the labs. You can get 14 days free trail.

Learning Portal

https://partner-academy.databricks.com/ or https://customer-academy.databricks.com/

Learning Portal has all the courses you need to pass the exam. Don't need to do the in person training.

Databricks Fundamentals

Search the learning path for the following courses. Filter them by "Learning Path". Finish the courses.

• Databricks Generative AI Fundamentals Learning Plan
• Databricks Fundamentals Learning Plan
• Platform Administrator Learning Plan

Data Analyst Associate

• Study "Data Analyst Learning Plan"
• Use slides in ./data-analysis
• Use the notebooks provided by learning plan

Data Engineer Associate and Professional

• Study "Data Engineer Learning Plan"
• Use slides in ./data-engineering
• Use slides in ./advanced-data-engineering
• Use the notebooks provided by learning plan

Generative AI Engineer Associate

• Study "Generative AI Engineering Pathway"
• Use slides in ./gen-ai
• Use the notebooks provided by learning plan

Machine Learning Engineer Associate and Professional

• Study "Machine Learning Practitioner Learning Plan"
• Use slides in ./machine-learning
• Use slides in ./machine-learning-in-production
• Use the notebooks provided by learning plan

Spark Developer

• Study "Apache Spark Developer Learning Plan"
• Study Book Learn Spark 2.0
• Use slides in ./spark
• Get familiar with documentation for pyspark.sql, pyspark.sql.functions.