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OpenLearning

AI for Managers

via OpenLearning

Overview

What This Course is About

This course is about getting an essential understanding of the concepts of Artificial Intelligence (AI) and how it works.

You will learn about some of the many applications of AI and appreciate how it approaches problems and tasks. You will also be transported on a journey to explore how AI is implemented – how to teach machines to learn, how to use AI to tackle those problems and tasks, what are the pitfalls and ethical concerns of AI – and get a better understanding of how AI operates using machine learning, deep learning and natural language processing. You will gain insights into the fundamental knowledge and skills of AI that could be applied to your business.

This is a non-technical course that is suitable for managers or executives who wish to progress into the realm of AI with the objectives of upskilling themselves, and planning to transform their business in response to the demand of future skills.

Topics Covered in the Course

Module 1: What is AI?

Module 2: Supervised Learning

Module 3: Unsupervised Learning

Module 4: Deep Learning

Module 5: Working on an AI Project

Singapore Citizens can pay for this course using their SkillsFuture Credit.

Syllabus

  • Describe the history and basic concepts of artificial intelligence
  • Identify and explain how AI is being applied in various use cases
  • Understand how modern AI is implemented with machine learning and deep learning
  • Apply the concepts of machine learning and deep learning to solve certain problem statements
  • Understand the ethical risks of AI in making business decisions

Taught by

Temasek Polytechnic

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