Databricks Genie and AI/BI for Analysts and Business Users

What you'll learn

⚡ Build a Databricks Genie agent on your own tables, define joins, and ask business questions in plain English
⚡ Tune a Genie agent with

Description

s, synonyms, instructions, SQL expressions and example queries for accurate, consistent answers
⚡ Measure answer quality with benchmarks, then monitor, clone and share an agent so a whole team can use it safely
⚡ Use Genie One to ask business questions, save repeatable analyses as skills, and run them on a schedule
⚡ Build and publish an AI/BI dashboard with Genie Code

Requirements

❗ Basic to intermediate SQL (SELECT, JOIN, GROUP BY) is recommended, so you can read and check the queries Genie writes. You do not need to write complex SQL
❗ Familiarity with simple entity relationship (ER) diagrams: tables, keys and one-to-many relationships, so you can define joins between tables
❗ No prior Databricks, Genie or AI experience is needed. Everything is built step by step
❗ A free Databricks account. The course uses Databricks Free Edition and gives you a notebook that creates all the practice data

Description

Databricks Genie lets people ask questions about company data in plain English. But a Genie agent only gives answers you can trust if someone sets it up properly. This course shows you how to do that, step by step, on a realistic project.
In this course you play the analyst at Harbourlight, a fictional subscription software company. The sales, marketing and operations teams want answers about revenue, customers, cancellations and support, and they do not want to wait for a report. You build a Genie agent that answers their questions, find where it goes wrong, and fix it.
What you will learn
✅ Build a Genie agent on your own tables and define the joins between them
✅ Find wrong answers by reading the SQL Genie writes and checking the figures against the data
✅ Tune the agent with

Description

s, synonyms, instructions, SQL expressions, example queries and entity matching
✅ Define business terms such as at-risk customers, so Genie answers the same way every time
✅ Measure quality with benchmarks, then monitor feedback, clone and share an agent
✅ Use Genie One to ask business questions, save a repeatable analysis as a skill, and run it on a schedule
✅ Build an AI/BI dashboard with Genie Code, publish it, and link your tuned agent so viewers get trusted answers
✅ Define a business metric once in a metric view, so dashboards, agents and SQL agree
How the course works
Most lectures follow the same pattern: ask a question, see what Genie does, check the answer, fix the problem, and test again. You get a notebook that creates all the practice data, so you do not need a dataset of your own.

Who this course is for

⭐ Data and business analysts who want to build, tune and test Genie agents that their business teams can trust
⭐ Databricks users who want to prepare data so Genie gives accurate answers
⭐ Anyone interested in Databricks Genie and how AI is changing the way teams work with data

Homepage

https://www.udemy.com/course/databricks-genie-and-aibi-for-analysts-and-business-users

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