Knowledge Mining With Azure AI Search

Course

In this course, you'll learn how to build end-to-end solutions with Azure Cognitive Search. You'll learn how to import data into Cognitive Search, enrich data using built-in and custom skills, and consume data from Cognitive Search in your applications.

Built in collaboration with

Microsoft

Advanced

3 weeks

Real-world Projects

Completion Certificate

Last Updated September 30, 2024

Skills you'll learn:

Azure cognitive search • Azure cognitive search data import • Azure cognitive search indexers • Azure cognitive search queries

Prerequisites:

No experience required

Course Lessons

Lesson 1

Introduction to Knowledge Mining with Azure

Welcome to the course! In this lesson, we'll cover the course prerequisites and environment, and introduce Azure Cognitive Search solutions.

Lesson 2

Designing an Azure AI Search Solution

In this lesson, you'll learn about defining requirements and designing Cognitive Search solutions

Lesson 3

Importing Data into Azure AI Search

In this lesson, you'll import data into Azure Cognitive Search and learn how to configure Indexes, Indexers, and Enrichments.

Lesson 4

Enriching Data in Azure AI Search

In this lesson, you'll learn about enriching data and creating skills and skillsets in Azure Cognitive Search

Lesson 5

Consuming Azure AI Search in an External Application

In this lesson, you'll learn how to consume Azure Cognitive Search in external applications and monitor the performance of solutions

Lesson 6 • Project

Build an AI Enriched Corporate Training Catalog

Put all the skills you've learned into practice to build an Azure Cognitive Search solution. In this project, you'll build an AI-enriched corporate training catalog using multiple data sources.

Taught By The Best

Matt Swaffer

General Manager, MBS

Matt has been working in software development and data science for over 20 years. Matt's career is centered on the intersection of technology, data, and human psychology. He is passionate about using data science to have a meaningful impact on our people and our planet.

The Udacity Difference

Combine technology training for employees with industry experts, mentors, and projects, for critical thinking that pushes innovation. Our proven upskilling system goes after success—relentlessly.

Demonstrate proficiency with practical projects

Projects are based on real-world scenarios and challenges, allowing you to apply the skills you learn to practical situations, while giving you real hands-on experience.

Gain proven experience
Retain knowledge longer
Apply new skills immediately

Top-tier services to ensure learner success

Reviewers provide timely and constructive feedback on your project submissions, highlighting areas of improvement and offering practical tips to enhance your work.