Azure Databricks AI Training Online

SKU: 3029
8 Lesson
|
30 Hours
igmGuru provides the best Databricks AI Training Online worldwide. Our course content is designed by certified industry experts who have more than 18 years of experience in Data Engineering, Machine Learning, and Generative AI. In this Databricks AI course, you will learn all the key topics such as Databricks Lakehouse, MLflow, Feature Engineering, Foundation Models, Delta Lake, Vector Search, RAG (Retrieval-Augmented Generation), and more. After completing this course, a person can prepare for the latest Databricks AI certification and become skilled in building end-to-end AI solutions on the Databricks platform.

Overview

Prerequisites

  • Basic understanding of data analytics or cloud concepts
  • Familiarity with Python
  • Knowledge of SQL (recommended)
  • No prior AI or Databricks experience required

What You Will Learn

  • Databricks Lakehouse fundamentals
  • Data engineering and Delta Lake skills
  • Machine learning workflows and MLflow usage
  • Feature engineering and feature store
  • Working with foundation models and LLM fine-tuning
  • Building RAG pipelines with Vector Search
  • Deploying and serving AI models
  • Creating end-to-end AI applications on Databricks

What’s New in Databricks AI (2026)

  • Genie AI updates (better conversational analytics + API improvements)
  • Databricks Assistant Agent Mode (automation for coding, debugging, data tasks)
  • Mosaic AI expansion (improved model training, serving, GenAI workflows)
  • AI/BI Dashboard enhancements (embedding, subscriptions, richer visuals)
  • Data Quality Monitoring (anomaly detection + unified monitoring UI)
  • Lakeflow GA (unified ingestion, transformation, orchestration)
  • Unity Catalog upgrades (stronger governance for AI + data assets)
  • Runtime & Serverless improvements (better performance, Spark updates)

Key Features

Course Curriculum

1. Databricks Platform Overview
2. Lakehouse Architecture
3. Delta Lake Basics
4. Unity Catalog Overview
1. Data Ingestion & ETL
2. Working with Delta Lake
3. Batch & Streaming Pipelines
4. Data Governance with Unity Catalog
1. ML Workflows & Notebooks
2. Feature Engineering
3. Feature Store Usage
4. MLflow Experiments & Tracking
5. Model Registry & Versioning
1. Training ML & DL Models
2. GPU/Accelerated Compute
3. Using Foundation Models
4. Fine-Tuning LLMs
1. Introduction to RAG
2. Embedding Generation
3. Vector Search / Mosaic AI Vector Search
4. Building RAG Pipelines
1. Model Serving
2. Endpoint Deployment
3. CI/CD for ML Models
4. Monitoring & Model Performance Tracking
1. End-to-End AI Workflows
2. Chatbots & AI Assistants
3. Document Search & Summarization
4. Enterprise AI Use-Cases
1. Data Security & Access Control
2. Unity Catalog Governance
3. Data Lineage & Audit
4. Production-Ready AI Practices
Talk To Us

We are happy to help you

1-800-7430-173 (US Toll Free)
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Request For Live Demo Class

Course Fees

Online Class Room Program

US $ 799.00
100% Money Back Guarantee
  • Duration : 30 Hrs
  • Plus Self Paced

Classes Starting From

  • Fast Track Batch 28 May 2026
  • Weekday Batch 01 Jun 2026
  • Weekend Batch 30 May 2026

Corporate Training

Corporate Training
  • Customized Training Delivery Model
  • Flexible Training Schedule Options
  • Industry Experienced Trainers
  • 24x7 Support

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Want to know Today's Offer

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Databricks AI Certification

Our training prepares you for the official Databricks AI and Machine Learning certification exams. Below are the details:

  • Databricks Certified Generative AI Engineer – Associate
  • Databricks Certified Machine Learning Associate
  • Databricks Certified Machine Learning Professional

Exam Format:

  • Exam Mode: Online
  • Question Type: Multiple-choice / Scenario-based
  • Duration: 90–120 minutes
  • Passing Score: 65–70% (may vary per exam)
  • Language: English
Databricks AI Certification

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