NTUC LearningHub

Course Overview

 

This course introduces fundamentals concepts related to artificial intelligence (AI), and the services in Microsoft Azure that can be used to create AI solutions. It is  designed to help students build awareness of common AI workloads and the ability to identify Azure services to support them.

 

Course Objectives

 

  • Describe Artificial Intelligence workloads and considerations.
  • Describe fundamental principles of machine learning on Azure.
  • Describe features of computer vision workloads on Azure.
  • Describe features of Natural Language Processing (NLP) workloads on Azure.

 

Pre-requisites

 

  • Basic level of familiarity with computer technology and the Internet
  • Basic understanding of data analytic concepts

 

  • Hardware & Software

This course will be conducted as a Virtual Live Class (VLC) via Zoom platform. Participants must own a zoom account and have a laptop or a desktop with “Zoom Client for Meetings” installed. This can be downloaded from https://zoom.us/download

System Requirement
Please ensure that your computer or laptop meets the following requirements.

  • Operating system: Windows 10 or MacOS (64 bit or above)
  • Processor/CPU: 1.8 GHz, 2-core Intel Core i3 or higher
  • Minimum 20 GB hard disk space.
  • Minimum 8 Gb RAM
  • Webcam (The camera must be turned on for the duration of the class)
  • Microphone
  • Internet Connection: Wired or Wireless broadband
  • Latest version of Zoom software to be installed on computer or laptop prior to the class.
 

 

Course Outline

 

Module 1 : Explore Fundamentals of Artificial Intelligence

  • Introduction to Artificial Intelligence
  • Artificial Intelligence in Microsoft Azure

Module 2 : Explore Fundamentals of Machine Learning

  • Introduction to Machine Learning
  • Azure Machine Learning

Module 3 : Explore Fundamentals of Computer Vision

  • Computer Vision Concepts
  • Creating Computer Vision solutions in Azure

Module 4 : Explore Fundamentals of Natural Language Processing

  • Introduction to Natural Language Processing

Building Natural Language Solutions in Azure

 

Certificate Obtained and Conferred by

 

Certificate of Completion from NTUC LearningHub

Upon meeting at least 75% attendance and passing the assessment(s), participants will receive a Certificate of Completion from NTUC LearningHub.

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