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AI Maker 2.0 x Microsoft AI-900

IT Standard 12 20 hrs AI Block Coding

This course introduces essential AI principles, ethical considerations, and hands-on applications. Learn with AI technologies like Microsoft Azure and Google Teachable Machine to build your own AI applications. Benefit from the Pass Guarantee for the Microsoft AI-900 Certification Exam and take a confident step towards mastering AI technology.

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Learning objectives

  • Learn AI and machine learning fundamentals, including ethical implications
  • Practice with Microsoft Azure, Google Teachable Machine, and Una AI Web App to build AI models
  • Pursue the Microsoft AI-900 Certificate for formal AI qualification

Lesson plan

Introduction To AI | Understand the basic concept of AI | Hands-on: Play QuickDraw and AI image generator to experience learning capability of AI
Object Detection | Understand How AI detects objects | Hands-on: Experience Azure Object detection through Una Platform
Image Classification (Required PC with WebCam) | Learn how to use AI to classify items | Hands-on: Try out Google Teachable Machine (GTM) to train an image Classification model
Face | Introduce the principle of facial analysis | Hands-on: Experience Azure Facial detection and verification through Una Platform
Pose Detection (Required PC with WebCam) | Learn the basic principle of Pose detection | Hands-on: Try out GTM to train a pose recognition model
Speech | Understand how speech conversion is achieved | Hands-on: Experience Azure Speech services through Una Platform
Chatbot and Text analytics | Introduce Conversational AI and ChatGPT | Hands-on: Interaction with ChatGPT / POE and understand how to control output with prompts
AI, how do you learn? (Required PC with WebCam) | Understand Machine Learning through creating a classification model | Hands-on: Experience how to train a classification model to classify diabetic cases through Una ML Platform
Is AI invincible? | Reflect on the ethics of using AI through real life cases
Design my AI application! | Design an AI application to solve real-life problem | Hands-on: Brainstorming and Small presentation
Introduction to AI (Ref: AI-900 M1) | Describe AI General Workloads and Responsible AI
Fundamental of Machine Learning (Ref: AI-900 M2) | Describe fundamental principles of machine learning
Computer vision on Azure AI (Ref: AI-900 M3) | Describe features of computer vision workloads on Azure AI
Natural Language Processing (NLP) on Azure AI (Ref: AI-900 M4) | Describe features of NLP workloads on Azure AI
Generative AI on Azure OpenAI (Ref: AI-900 M5) | Describe features of Generative AI on Azure OpenAI
Responsible AI (Ref: AI-900 M1) | Describe features of Responsible AI
AI-900 Mock Exam 1 (Self-study)
AI-900 Mock Exam 2 (Self-study)
AI-900 Exam

Prerequisites

  • None

Hardware

  • Notebook/Desktop with web cam and updated browser is preferred
  • IPad does not support training model with Google Teachable Machine

Software

  • Una Virtual Classroom – Advanced

Other requirements

  • Microsoft AI-900 Exam Vouchers

Hardware

  • Una Virtual Classroom – Advanced
  • Learn through a WebApp without any hardware prerequisites.
  • Enrolled AI Maker 2.0 participants can directly enter the AI-900 course.
  • Take the exam at School or the Una Office.
  • Candidates who pass the exam with a score of 70% or higher will receive an AI-900 certificate issued by Microsoft.
  • Comes with a pass guarantee, offering a free exam retake to students who meet certain conditions:
    • Maintain at least 80% attendance.
    • Score 80% or higher on the mock exam.
    • Request a retake within one month of course completion.

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