Assignment 2(Week2)

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Chapter2_AnalyticsDataScienceArtificialIntellience1.pdf

Chapter 2 Slides

Opening Example /Intro to AI  Opening Vignette  INRIX

 Introduction to AI  AI is concerned with two basic ideas: (1) the study of human thought processes (to

understand what intelligence is) and (2) the representation and duplication of those thought processes in machines (e.g., computers, robots). That is, the machines are expected to have humanlike thought processes.

Major Elements of AI

AI  Goals

 Drivers

 Benefits

 Examples of AI at work

 Limitations of AI

 Three flavors of AI  Assisted  Autonomous  Augmented

Human and Computer Intelligence  Content of

Intelligence

 Capabilities of Intelligence

 Comparing AI to Human Intelligence

Major AI Technologies and Derivatives  Intelligent Agent

 Machine Learning

 Machine and Computer Vision

 Robotics

 NLP

 Chatbots

AI Support for Decision Making  Issues and Factors in using AI for decision making

 AI Support of the Decision-Making process  Problem Identification  Generating of finding alternative solutions  Selecting a solution  Implementing solution

 Automated decision making

AI Applications In Accounting/ Financial Services/ HRM/Marketing…  Accounting  Examples in book  AI in big accounting companies  Accounting applications small firms

 Financial Services  Banking  Customer Recognition

 Human Resource Management (HRM)  Talent Acquisition  Chatbots

 Marketing  Personalized marketing

Wrap Up  Review the Chapter highlights

 Review the key terms

 Complete the weekly homework

  • Analytics, Data Science, & Artificial Intelligence, 11 Edition
  • Opening Example /Intro to AI
  • Major Elements of AI
  • AI
  • Human and Computer Intelligence
  • Major AI Technologies and Derivatives
  • AI Support for Decision Making
  • AI Applications In Accounting/ Financial Services/ HRM/Marketing…
  • Wrap Up