Databricks Certification — All Levels & Tracks

Master Databricks across all roles — Data Engineer, Machine Learning, and Generative AI. 450+ lessons, hands-on labs, and real projects for 2025 Databricks certification exams.

Enroll — Start Now See Curriculum
Duration: Self-paced · Lifetime Access · Updated for 2025 Databricks Exam Objectives

Quick Course Snapshot

  • • Data Engineer Associate & Professional
  • • Machine Learning Associate & Professional
  • • Generative AI Associate
  • • 450+ lessons, 25+ labs & projects
  • • Integration with Snowflake, Power BI, Airflow
Price starts at US$399 per track · Combo discounts available.

Databricks Certification Tracks

Data Engineer

  • Delta Lake & Lakehouse Fundamentals
  • ETL Pipelines & SQL Analytics
  • Performance Optimization

Machine Learning

  • MLflow & Feature Store
  • Model Training & Deployment
  • Experiment Tracking & MLOps

Generative AI & LLM

  • Databricks Mosaic AI
  • Prompt Engineering & Fine-Tuning
  • Integrating LLMs with Data Workflows

Curriculum Snapshot

Core Topics

  • Databricks Lakehouse Architecture
  • Delta Tables, Views, and Caching
  • DataFrame APIs & Spark SQL
  • Cluster Management & Security

Advanced Topics

  • Streaming & Real-time Data
  • Data Governance & Unity Catalog
  • Performance Optimization
  • Integration with Snowflake & Power BI

Machine Learning & AI

  • Feature Store & MLflow
  • Model Deployment on Databricks
  • LLM & GenAI Workflows
  • Monitoring & MLOps

Hands-on Labs & Projects

ETL Pipeline Lab

Build and optimize data pipelines using PySpark and Delta Live Tables.

MLflow Experiment Tracking

Train and deploy models using MLflow and automate versioning.

Generative AI Project

Integrate Databricks with OpenAI APIs to build a chatbot on structured data.

Pricing & Packages

Data Engineer

US$399

Covers Associate & Professional Data Engineer exams with 20+ labs.

Enroll

Machine Learning

US$499

Full ML track — includes MLflow, Feature Store, and deployment labs.

Enroll

Generative AI

US$599

Focuses on Mosaic AI, LLM fine-tuning, and AI workflow integration.

Enroll
Databricks Mastery Bundle (All Tracks + Certification Prep) — US$1,299 with lifetime access.

Instructor & Credibility

Instructor

— Lead Databricks Instructor

Databricks Certified Data Engineer Professional and AI Architect with 20+ years of experience in data engineering, ML systems, and real-time analytics for financial enterprises.

Includes: Databricks notebooks, datasets, mock exams, and career mentorship.

Get Started

Join Yukti’s Databricks Certification program and become a Lakehouse expert across data, AI, and machine learning domains.