![AI-900: Microsoft Azure AI Fundamentals Video Course + Ques [Video]](https://content.packt.com/_/image/original/V18248/cover_image_large.jpeg)
AI-900: Microsoft Azure AI Fundamentals Video Course + Ques [Video]
Video
Video
$98.99
Subscription
$15.99
$10 p/m for three months
What do you get with a Packt Subscription?
This book & 7000+ ebooks & video courses on 1000+ technologies
60+ curated reading lists for various learning paths
50+ new titles added every month on new and emerging tech
Early Access to eBooks as they are being written
Personalised content suggestions
Customised display settings for better reading experience
50+ new titles added every month on new and emerging tech
Playlists, Notes and Bookmarks to easily manage your learning
Mobile App with offline access
What do you get with a Packt Subscription?
This book & 6500+ ebooks & video courses on 1000+ technologies
60+ curated reading lists for various learning paths
50+ new titles added every month on new and emerging tech
Early Access to eBooks as they are being written
Personalised content suggestions
Customised display settings for better reading experience
50+ new titles added every month on new and emerging tech
Playlists, Notes and Bookmarks to easily manage your learning
Mobile App with offline access
What do you get with Video + Subscription?
Download this video in MP4 format, plus a monthly download credit
This book & 6500+ ebooks & video courses on 1000+ technologies
60+ curated reading lists for various learning paths
50+ new titles added every month on new and emerging tech
Early Access to eBooks as they are being written
Personalised content suggestions
Customised display settings for better reading experience
50+ new titles added every month on new and emerging tech
Playlists, Notes and Bookmarks to easily manage your learning
Mobile App with offline access
What do you get with a Packt Subscription?
This book & 6500+ ebooks & video courses on 1000+ technologies
60+ curated reading lists for various learning paths
50+ new titles added every month on new and emerging tech
Early Access to eBooks as they are being written
Personalised content suggestions
Customised display settings for better reading experience
50+ new titles added every month on new and emerging tech
Playlists, Notes and Bookmarks to easily manage your learning
Mobile App with offline access
What do you get with eBook?
Download this book in EPUB and PDF formats
Access this title in our online reader
DRM FREE - Read whenever, wherever and however you want
Online reader with customised display settings for better reading experience
What do I get with Print?
Get a paperback copy of the book delivered to your specified Address*
Download this book in EPUB and PDF formats
Access this title in our online reader
DRM FREE - Read whenever, wherever and however you want
Online reader with customised display settings for better reading experience
What do I get with Print?
Get a paperback copy of the book delivered to your specified Address*
Access this title in our online reader
Online reader with customised display settings for better reading experience
What do you get with video?
Download this video in MP4 format
Access this title in our online reader
DRM FREE - Watch whenever, wherever and however you want
Online reader with customised display settings for better learning experience
What do you get with video?
Stream this video
Access this title in our online reader
DRM FREE - Watch whenever, wherever and however you want
Online reader with customised display settings for better learning experience
What do you get with Audiobook?
Download a zip folder consisting of audio files (in MP3 Format) along with supplementary PDF
What do you get with Exam Trainer?
Flashcards, Mock exams, Exam Tips, Practice Questions
Access these resources with our interactive certification platform
Mobile compatible-Practice whenever, wherever, however you want
Video
$98.99
Subscription
$15.99
$10 p/m for three months
What do you get with a Packt Subscription?
This book & 7000+ ebooks & video courses on 1000+ technologies
60+ curated reading lists for various learning paths
50+ new titles added every month on new and emerging tech
Early Access to eBooks as they are being written
Personalised content suggestions
Customised display settings for better reading experience
50+ new titles added every month on new and emerging tech
Playlists, Notes and Bookmarks to easily manage your learning
Mobile App with offline access
What do you get with a Packt Subscription?
This book & 6500+ ebooks & video courses on 1000+ technologies
60+ curated reading lists for various learning paths
50+ new titles added every month on new and emerging tech
Early Access to eBooks as they are being written
Personalised content suggestions
Customised display settings for better reading experience
50+ new titles added every month on new and emerging tech
Playlists, Notes and Bookmarks to easily manage your learning
Mobile App with offline access
What do you get with Video + Subscription?
Download this video in MP4 format, plus a monthly download credit
This book & 6500+ ebooks & video courses on 1000+ technologies
60+ curated reading lists for various learning paths
50+ new titles added every month on new and emerging tech
Early Access to eBooks as they are being written
Personalised content suggestions
Customised display settings for better reading experience
50+ new titles added every month on new and emerging tech
Playlists, Notes and Bookmarks to easily manage your learning
Mobile App with offline access
What do you get with a Packt Subscription?
This book & 6500+ ebooks & video courses on 1000+ technologies
60+ curated reading lists for various learning paths
50+ new titles added every month on new and emerging tech
Early Access to eBooks as they are being written
Personalised content suggestions
Customised display settings for better reading experience
50+ new titles added every month on new and emerging tech
Playlists, Notes and Bookmarks to easily manage your learning
Mobile App with offline access
What do you get with eBook?
Download this book in EPUB and PDF formats
Access this title in our online reader
DRM FREE - Read whenever, wherever and however you want
Online reader with customised display settings for better reading experience
What do I get with Print?
Get a paperback copy of the book delivered to your specified Address*
Download this book in EPUB and PDF formats
Access this title in our online reader
DRM FREE - Read whenever, wherever and however you want
Online reader with customised display settings for better reading experience
What do I get with Print?
Get a paperback copy of the book delivered to your specified Address*
Access this title in our online reader
Online reader with customised display settings for better reading experience
What do you get with video?
Download this video in MP4 format
Access this title in our online reader
DRM FREE - Watch whenever, wherever and however you want
Online reader with customised display settings for better learning experience
What do you get with video?
Stream this video
Access this title in our online reader
DRM FREE - Watch whenever, wherever and however you want
Online reader with customised display settings for better learning experience
What do you get with Audiobook?
Download a zip folder consisting of audio files (in MP3 Format) along with supplementary PDF
What do you get with Exam Trainer?
Flashcards, Mock exams, Exam Tips, Practice Questions
Access these resources with our interactive certification platform
Mobile compatible-Practice whenever, wherever, however you want
-
Free ChapterIntroduction
-
Azure Portal Introduction: For Beginners
-
AI Workloads and Considerations (15-20%)
- Learning Objectives
- What is Artificial Intelligence
- Prediction and Forecasting
- Anomaly Detection Workloads
- Computer Vision Workloads
- Natural Language Processing
- Knowledge Mining Workloads
- Conversational AI Workloads
- Introduction to Guiding Principles of Responsible AI
- Guiding Principle - Fairness
- Guiding Principle - Reliability and Safety
- Guiding Principle - Privacy and Security
- Guiding Principle - Inclusiveness
- Guiding Principle - Transparency
- Guiding Principle - Accountability
-
Fundamental Principles of Machine Learning on Azure (30- 35%)
- Learning Objectives
- Introduction to Machine Learning
- Rule-Based Versus Machine Learning Based Learning
- Classification Versus Regression Versus Clustering Machine Learning Types
- Feature Selection and Feature Engineering
- Training Versus Validating Dataset
- Machine Learning Algorithms
- Demo Part 1.1 ML Workspace
- Demo Part 1.2 Regression Model
- Demo Part 1.3 Delete Resources
- Demo 2.1 Classification Model
- Demo 3.1 Automated Machine Learning
- Demo: Delete Compute
-
Describe Features of Computer Vision Workloads on Azure (15-20%)
- Learning Objectives
- Image Classification Versus Object Detection Versus Semantic Segmentation
- Optical Character Recognition (OCR)
- Face Detection Recognition and Analysis
- What are Cognitive Services
- What are Computer Vision Services
- Demo: Computer Vision
- Custom Vision Service
- Demo: Custom Vision Service
- Face Service
- Form Recognizer Service
-
Natural Language Processing (NLP) Workloads on Azure (15-20%)
- Learning Objectives
- What is Natural Language Processing
- Key Phrase Extraction Versus Entity Recognition Versus Sentiment Analysis
- Language Modelling
- Speech Recognition and Speech Synthesis
- Translation
- Introduction to Azure Tools and Services for NLP
- Text Analytics Service
- Speech Service
- Translator Service
- Language Understanding Service (LUIS)
-
Conversational AI Workloads on Azure (15-20%)
-
Practice Tests
About this
video
Prepare for the AI-900 Certification Exam by covering the complete exam syllabus as updated in April 2021 with sample questions with this course.
We will be covering the following 5 domains in the course:
Domain 1: We will cover the identification of features in common AI workloads and guiding principles for responsible AI.
Domain 2: We will cover the identification of common machine learning variants, description of core machine learning concepts, identification of core risks in the creation of a machine learning solution, and description of capabilities of no-code machine learning with Azure machine learning.
Domain 3: We will cover the identification of common types of computer vision solutions and the identification of Azure tools and services for computer vision tasks.
Domain 4: We will cover the identification of features in common NLP workload scenarios and learn how to identify Azure tools and services for NLP workloads.
Domain 5: We will cover the identification of common use cases for conversational AI and will be identifying Azure services for conversational AI.
By the end of this course, you will be ready to appear for your AI-900 exam.
All the resources for this course are available at https://github.com/PacktPublishing/AI-900-Microsoft-Azure-AI-Fundamentals-Video-Course-and-Ques.
- Publication date:
- February 2022
- Publisher
- Packt
- Duration
- 8 hours 40 minutes
- ISBN
- 9781803230498
Download code from GitHub
![AI-900: Microsoft Azure AI Fundamentals Video Course + Ques [Video]](https://content.packt.com/V18248/cover_image_small.jpeg)