AI-901 Introduction to AI in Azure - ITEL

AI-901 Introduction to AI in Azure

AI & IoT

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AI-901 Introduction to AI in Azure

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Course Overview

This course introduces fundamental concepts related to artificial intelligence (AI), and the
services in Microsoft Azure that can be used to create AI solutions. It teaches a mix of AI
concepts and technology skills that are considered foundational to a successful career
implementing AI solutions on Microsoft Azure.

Learning Outcomes
Course Prerequisite
Who Should Attend?
Course Outline
Course Fee

Learning Outcomes

This course will equip cybersecurity professionals with the knowledge, skills, and abilities to lead an organization’s information security program.

Who Should Attend?

This course is for aspiring technology professionals at the beginning of their career in AI solution development. Some knowledge of Python coding syntax and programming techniques is useful. Additionally, knowledge of core cloud concepts, including cloud storage, cloud compute, and cloud-based authentication and authorization is recommended.

Course Prerequisite

  • Some knowledge of Python coding syntax and programming techniques is useful.
  • Knowledge of core cloud concepts, including cloud storage, cloud compute, and cloud-based authentication and authorization is recommended.

Potential Roles

CISO, Security Architect, Security Manager, Security Consultant, and Security Auditor

Course Outline

Lesson 1: AI concepts for developers and technology professionals
  • Introduction to AI concepts
    • Introduction to AI
    • Generative AI and agents
    • Text and natural language
    • Speech
    • Computer vision
    • Information extraction
    • Responsible AI
    • Exercise – Explore AI workloads
  • Introduction to generative AI and agents
    • Introduction
    • Large language models (LLMs)
    • Prompts
    • AI agents
    • Exercise – Explore generative AI
  • Introduction to natural language processing concepts
    • Introduction
    • Tokenization
    • Statistical text analysis
    • Semantic language models
    • Exercise – Explore text analytics
  • Introduction to AI speech concepts
    • Introduction
    • Speech-enabled solutions
    • Speech recognition
    • Speech synthesis
    • Exercise – Explore AI speech
  • Introduction to computer vision concepts
    • Introduction
    • Computer vision tasks and techniques
    • Images and image processing
    • Convolutional neural networks
    • Vision transformers and multimodal models
    • Image generation
    • Exercise – Explore computer vision
  • Introduction to AI-powered information extraction concepts
    • Introduction
    • Overview of information extraction
    • Optical character recognition (OCR)
    • Field extraction and mapping
    • Exercise – Explore AI information extraction
Lesson 2: Get started with AI applications and agents on Azure
  • Get started with AI in Azure
    • Introduction
    • Understand Azure
    • Developing AI apps on Azure
    • Microsoft Foundry for AI
    • Using Microsoft Foundry endpoints
    • Exercise – Get started with Microsoft Foundry
  • Get started with generative AI and agents in Azure
    • Introduction
    • Generative AI models
    • Using a generative AI model
    • Creating an agent
    • Exercise – Get started with generative AI and agents in Microsoft Foundry
  • Get started with text analysis in Azure
    • Introduction
    • Understand text analysis in Foundry
    • Create a client application that analyzes text
    • Use Azure Language with an agent
    • Exercise – Get started with text analysis in Microsoft Foundry
  • Get started with speech in Azure
    • Introduction
    • Speech recognition
    • Speech synthesis
    • Creating a speech-capable agent
    • Exercise – Get started with speech in Microsoft Foundry
  • Get started with computer vision in Azure
    • Introduction
    • Multimodal models for image analysis
    • Image generation models
    • Video generation models
    • Exercise – Get started with computer vision in Microsoft Foundry
  • Get started with AI-powered information extraction in Azure
    • Introduction
    • Extract information from documents
    • Extract information from audio and video
    • Exercise – Get started with information extraction in Microsoft Foundry

Course Fee (inclusive of 9% GST)

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Individual
Criteria Price inclusive of GST

Full Course Fee

$3,270.00

Singapore Citizens (SCs) and Permanent Residents (PRs)
Funding Up to 50% of course fees

$981.00

SCs aged ≥ 40 years old ( SkillsFuture Mid-career Enhanced Subsidy )
Funding Up to 70% of course fees

$381.00
Criteria Price inclusive of GST

Full Course Fee

$3,270.00

Singapore Citizens (SCs) and Permanent Residents (PRs)
Funding Up to 50% of course fees

$981.00

SCs aged ≥ 40 years old ( SkillsFuture Mid-career Enhanced Subsidy )
Funding Up to 70% of course fees

$381.00
Criteria Price inclusive of GST

Full Course Fee

$3,270.00

Singapore Citizens (SCs) and Permanent Residents (PRs)
Funding Up to 50% of course fees

$381.00

SCs aged ≥ 40 years old ( SkillsFuture Mid-career Enhanced Subsidy )
Funding Up to 70% of course fees

$381.00

Course Dates

Course Dates Mode of Delivery Duration

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Certification

Upon meeting at least 75% attendance and passing the assessment(s), participants will receive a Certificate of Completion by ITEL

Course Code: TGS-2023021373
Course Support Period: 19 May 2023 – 31 Jan 2027

Note: All certificate images are for illustrative purposes only and may be subject to change at the discretion of ITEL.

Learner's Testimonials

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Early registrations are encouraged.  

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AI-901 Introduction to AI in Azure

Instructor-led Training (ILT)

1 Day

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