Pearson - Exam AI-900 Microsoft Azure AI Fundamentals

Focused View

3:07:06

118 View

Introduction

001. Exam AI-900 Microsoft Azure AI Fundamentals Introduction.mp4

04:02

Lesson 1 Identify Features of Common AI Workloads

001. Learning objectives.mp4

00:22

002. 1.1 Identify features of anomaly detection workloads.mp4

03:27

003. 1.2 Identify computer vision workloads.mp4

01:27

004. 1.3 Identify natural language processing workloads.mp4

02:06

005. 1.4 Identify knowledge mining workloads.mp4

12:31

Lesson 2 Identify Guiding Principles for Responsible AI

001. Learning objectives.mp4

00:39

002. 2.1 Describe considerations for fairness in an AI solution.mp4

01:54

003. 2.2 Describe considerations for reliability and safety in an AI solution.mp4

00:51

004. 2.3 Describe considerations for privacy and security in an AI solution.mp4

01:04

005. 2.4 Describe considerations for inclusiveness in an AI solution.mp4

00:43

006. 2.5 Describe considerations for transparency in an AI solution.mp4

01:41

007. 2.6 Describe considerations for accountability in an AI solution.mp4

04:17

Lesson 3 Identify Common Machine Learning Types

001. Learning objectives.mp4

00:31

002. 3.1 Identify regression machine learning scenarios.mp4

05:27

003. 3.2 Identify classification machine learning scenarios.mp4

01:18

004. 3.3 Identify clustering machine learning scenarios.mp4

11:34

Lesson 4 Describe Core Machine Learning Concepts

001. Learning objectives.mp4

00:28

002. 4.1 Identify features and labels in a dataset for machine learning.mp4

04:16

003. 4.2 Describe how training and validation datasets are used in machine learning.mp4

10:43

Lesson 5 Describe Capabilities of Visual Tools in Azure Machine Learning Studio

001. Learning objectives.mp4

00:32

002. 5.1 Automated machine learning.mp4

02:33

003. 5.2 Azure Machine Learning designer.mp4

19:47

Lesson 6 Identify Common Types of Computer Vision Solution

001. Learning objectives.mp4

00:40

002. 6.1 Identify features of image classification solutions.mp4

06:17

003. 6.2 Identify features of object detection solutions.mp4

02:01

004. 6.3 Identify features of optical character recognition solutions.mp4

01:13

005. 6.4 Identify features of facial detection and facial analysis solutions.mp4

20:15

Lesson 7 Identify Azure Tools and Services for Computer Vision Tasks

001. Learning objectives.mp4

00:40

002. 7.1 Identify capabilities of the Computer Vision service.mp4

00:42

003. 7.2 Identify capabilities of the Custom Vision service.mp4

02:01

004. 7.3 Identify capabilities of the Face service.mp4

01:05

005. 7.4 Identify capabilities of the Form Recognizer service.mp4

12:35

Lesson 8 Identify Features of Common NLP Workload Scenarios

001. Learning objectives.mp4

00:41

002. 8.1 Identify features and uses for key phrase extraction.mp4

03:28

003. 8.2 Identify features and uses for entity recognition.mp4

01:24

004. 8.3 Identify features and uses for sentiment analysis.mp4

01:38

005. 8.4 Identify features and uses for language modeling.mp4

00:20

006. 8.5 Identify features and uses for speech recognition and synthesis.mp4

02:12

007. 8.6 Identify features and uses for translation.mp4

07:12

Lesson 9 Identify Azure Tools and Services for NLP Workloads

001. Learning objectives.mp4

00:34

002. 9.1 Identify capabilities of the Language service.mp4

02:10

003. 9.2 Identify capabilities of the Speech service.mp4

00:42

004. 9.3 Identify capabilities of the Translator service.mp4

08:28

Lesson 10 Identify Considerations for Conversational AI Solutions on Azure

001. Learning objectives.mp4

00:34

002. 10.1 Identify features and uses for bots.mp4

04:09

003. 10.2 Identify capabilities of the Power Virtual Agents and Azure Bot service.mp4

10:59

Summary

001. Exam AI-900 Microsoft Azure AI Fundamentals Summary.mp4

02:53

More details

User Reviews

Rating

average 0

Total votes0

Focused display

Pearson's video training library is an indispensable learning tool for today's competitive job market. Having essential technology training and certifications can open doors for career advancement and life enrichment. We take learning personally. We've published hundreds of up-to-date videos on wide variety of key topics for Professionals and IT Certification candidates. Now you can learn from renowned industry experts from anywhere in the world, without leaving home.