Databricks Genie Training

12 Lesson

24 Hours

15K+ Learners

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Databricks Genie Training is designed to help you understand how to use Databricks Genie to explore and analyze data through natural-language conversations. This training focuses on Genie Agents, natural-language data queries, Unity Catalog, business context and terminology, SQL generation, trusted datasets, instructions, data visualization, response validation, testing, and monitoring to help you build practical skills for governed self-service analytics and conversational data exploration in the Databricks platform.

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Overview

Databricks Genie Course provides practical knowledge of configuring Genie environments, preparing data for accurate responses, and managing conversational analytics workflows. The course covers data context configuration, SQL customization, agent behavior, evaluation, governance, and API-based integration to help you work effectively with Genie in real-world Databricks environments.

Prerequisites

Basic understanding of Databricks and data analytics.
Basic knowledge of SQL and querying data.
Familiarity with Unity Catalog and data permissions.
Access to a Databricks workspace for hands-on practice.

What Will You Learn?

Databricks Genie and Genie Agents
Creating and configuring Genie Agents
Unity Catalog and data access
Knowledge Store and business context
Instructions and example SQL queries
Natural-language data analysis
Chat Mode and Agent Mode
Data visualization
File and unstructured data analysis
Testing and benchmarks
Monitoring and troubleshooting
Genie Agents API and integration

Career Opportunities

Databricks Genie skills can be useful in roles such as:

Data Analyst
Business Intelligence Analyst
Databricks Developer
Data Engineer
Analytics Engineer
AI/ML Engineer
Generative AI Engineer
Data & AI Consultant

Hands-On Projects

Sales Analytics Genie Agent - Build a Genie Agent using Unity Catalog tables to answer sales and revenue questions with natural language.
Business Context Configuration - Configure instructions, business terms, SQL examples, and relationships to improve the agent’s responses.
Genie Agent Evaluation - Create benchmark questions and evaluate generated SQL and responses against expected results.
Structured + File Data Analysis - Analyze CSV/Excel data alongside Unity Catalog data using supported Genie capabilities.
File-Based Business Analysis - Use Unity Catalog Volumes and Agent Mode to analyze supported documents together with structured business data.
Genie API Integration - Integrate a Genie Agent into an application using the Chat Mode or Agent Mode APIs.

Key Features

100% Money-Back Guarantee
Get Certified & Get Placed
Small Batches Upto 10 Participants
24 X 7 Lifetime Support & Access
1 On 1 Training Option Available
Experienced & Professional Trainers

Course Curriculum

Lesson 1 - Introduction to Databricks Genie

1. Databricks Genie overview

2. Genie Agents

3. Genie Agents vs. Genie One vs. Genie Code

4. How Genie Agents work

5. Chat Mode

6. Agent Mode

7. Genie Agents architecture

Lesson 2 - Creating and Managing Genie Agents

1. Creating a Genie Agent

2. Genie Code-assisted agent creation

3. Selecting Unity Catalog data

4. Tables, views, metric views, and materialized views

5. SQL warehouse requirements

6. Sharing and managing Genie Agents

7. Agent configuration and limits

Lesson 3 - Unity Catalog and Data Access

1. Unity Catalog integration

2. Table and column metadata

3. Primary and foreign key relationships

4. Data permissions

5. Row filters and column masks

6. Data access and security

Lesson 4 - Genie Knowledge Store

1. Knowledge store fundamentals

2. Table descriptions

3. Column descriptions

4. Business terms and synonyms

5. Join relationships

6. SQL expressions

7. Measures

8. Filters

9. Dimensions

10. Prompt matching

11. Entity matching

12. Format assistance

Lesson 5 - Instructions and SQL Examples

1. General instructions

2. Business rules and terminology

3. Example SQL queries

4. Static SQL queries

5. Parameterized SQL queries

6. Query parameters

7. Usage guidance

8. SQL functions

9. Scalar functions

10. Table-valued functions

11. Trusted assets

Lesson 6 - Using Genie for Data Analysis

1. Natural-language data questions

2. Generated SQL

3. Query results

4. Follow-up questions

5. Clarifying questions

6. Reviewing and editing responses

7. User feedback

8. Exporting query results

Lesson 7 - Genie Agent Mode

1. Agent Mode fundamentals

2. Multi-step reasoning

3. Complex and exploratory analysis

4. Research plans and sub-tasks

5. Multi-query analysis

6. Findings and visualizations

7. Citations

8. Agent Mode reports

9. Exporting Agent Mode reports

Lesson 8 - Working with Files and Unstructured Data

1. Uploading CSV and Excel files

2. Combining uploaded files with Unity Catalog data

3. Unity Catalog Volumes

4. Querying unstructured files with Agent Mode

5. External document sources

6. Google Drive and SharePoint integration

Lesson 9 - Testing and Improving Genie Agents

1. Testing with real-world questions

2. Reviewing generated SQL

3. Reviewing visualizations

4. Response feedback

5. Adding questions as instructions

6. Adding questions as benchmarks

7. Troubleshooting responses

8. Improving agent accuracy

Lesson 10 - Benchmarks and Evaluation

1. Benchmark fundamentals

2. Creating benchmark questions

3. Chat Mode benchmarks

4. Agent Mode benchmarks

5. SQL-based evaluation

6. LLM-judge evaluation

7. Testing alternate question phrasings

8. Measuring response accuracy

Lesson 11 - Monitoring, Governance, and Cost Management

1. Monitoring Genie Agent usage

2. User feedback monitoring

3. Audit logs

4. Alerts

5. Agent activity analysis

6. Usage monitoring

7. Budgets and cost controls

8. Security and privacy considerations

Lesson 12 - Genie Agents API and Integration

1. Genie Agents API overview

2. Chat Mode APIs

3. Agent Mode APIs

4. Conversation API

5. Stateful conversations

6. Management APIs

7. Programmatic agent creation

8. Agent configuration and deployment

9. SDK integration

10. Embedding Genie Agents into applications and chatbots

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Course Fees

Online Class Room Program

US $ 799.00

100% Money Back Guarantee

Duration : 24 Hrs
Plus Self Paced

Classes Starting From

Fast Track Batch 14 Nov 2026
Weekday Batch 16 Nov 2026
Weekend Batch 14 Nov 2026

1 ON 1 Training

US $ 899.00

100% Money Back Guarantee

Duration : 24 Hrs
Plus Self Paced

Classes Starting From

Fast Track Batch 14 Nov 2026
Weekday Batch 16 Nov 2026
Weekend Batch 14 Nov 2026

Corporate Training

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

Trusted By Top Companies Worldwide

Want to know Today's Offer

Databricks Genie Certification

After completing the Databricks Genie Training and hands-on learning activities, learners receive a Course Completion Certificate from igmGuru. This certification validates your understanding of Databricks Genie, Genie Agents, Unity Catalog, Knowledge Store, natural-language data analysis, Chat Mode, Agent Mode, testing, monitoring, and Genie Agents API integration.

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Databricks Genie Training

Overview

Prerequisites

What Will You Learn?

Career Opportunities

Hands-On Projects

Key Features

Course Curriculum

Lesson 1 - Introduction to Databricks Genie

Lesson 2 - Creating and Managing Genie Agents

Lesson 3 - Unity Catalog and Data Access

Lesson 4 - Genie Knowledge Store

Lesson 5 - Instructions and SQL Examples

Lesson 6 - Using Genie for Data Analysis

Lesson 7 - Genie Agent Mode

Lesson 8 - Working with Files and Unstructured Data

Lesson 9 - Testing and Improving Genie Agents

Lesson 10 - Benchmarks and Evaluation

Lesson 11 - Monitoring, Governance, and Cost Management

Lesson 12 - Genie Agents API and Integration

Request For Live Demo Class

Course Fees

Online Class Room Program

Classes Starting From

1 ON 1 Training

Classes Starting From

Corporate Training

Trusted By Top Companies Worldwide

Want to know Today's Offer

Databricks Genie Certification

Reviews

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