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Certificate in Artificial Intelligence for Executives

Dates Venues Register
24/01/2027 - 28/01/2027 NEW YORK

Introduction

Certificate in Artificial Intelligence for Executives

 

 

Course Goals

  • Gain a comprehensive understanding of Artificial Intelligence fundamentals.
  • Learn to analyze business problems and apply AI-based solutions.
  • Develop expertise in designing AI applications using machine learning techniques.
  • Understand how to replicate human reasoning in clustering and classification.
  • Gain knowledge of designing AI-powered machine learning applications.

Who Should Attend?

  • Quality, Safety, Reliability, and Security Officers
  • Project Managers and Executive Managers
  • Marketing Managers and Decision Makers
  • Engineers in fields such as Instrumentation, Process, Systems, Electrical, and Mechanical
  • Finance, Budget Planners, and Policy Makers

 

The Course Outline

Day 1

An Overview of Artificial Intelligence

  • Introduction to AI and Success Stories
  • Human Intelligence vs Artificial Intelligence
  • History of AI
  • Intelligent Agents and Their Roles
  • Limits of Artificial Intelligence
  • Intelligent Decision Making 
Day 2

Intelligent Agents

  • Introduction to Agents
  • Different Types of Agents
  • Knowledge-base and Data Base
  • Logic Reasoning
  • Unification
  • Deduction Processes 
Day 3

Machine Learning

  • Supervised and Unsupervised Learning
  • Classification and Clustering
  • Artificial Neural Networks
  • Learn by Examples
  • Object Recognition
  • Features and Classes 
Day 4

Fuzzy Logic

  • Introduction to Fuzzy Thinking
  • Fuzziness vs Probability
  • Fuzzy set and Fuzzy Rules
  • Importance of Fuzzy logic
  • Real example of Fuzzy Controllers
  • Building a Tiny Machine Learning Application 
Day 5

Genetic Algorithm

  • Overview of Genetic Algorithms
  • The Need for Optimization, Maximization, and Minimization
  • How GA Work and Evolve
  • Genetic Algorithm Chromosomes, Genes, Selection, Mutation and Crossover
  • Dimension to Use Genetic Algorithm
  • Real Genetic Algorithm Examples to Optimize Business Processes

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