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CAIF - Certified Artificial Intelligence Fundamentals

Overview

Duration: 2.0 days

This course introduces you to Artificial Intelligence (AI), a growing and rapidly changing field that is becoming increasingly vital to business survival, job stability, and national security.


There are 55 Questions on the exam which must be completed in 2 hours. It is available online via remote proctoring.


This certificate awards approximately 1 hour of CPE for every 1 hour of instructor led training.

Objectives

By the end of the course, you will be able to:

Day 1 

• Have a better understanding of AI

• Identify resource requirements for adopting AI

• Articulate expert systems (e.g., temporal reasoning, logic and inference)

• Distinguish machine learning models (e.g., decision trees, regression models, Bayesian) 


Day 2 

• Describe machine learning algorithms (e.g., supervised learning, unsupervised learning, deep learning)

• Describe enterprise usage of artificial intelligence (e.g., RPA, log analysis, image processing, NLP, fraud detection, cybersecurity,

healthcare)

• Identify consumer usage of artificial intelligence (e.g., autonomous vehicles, digital assistants, freelance mobile marketplace)

• Identify risks associated with artificial intelligence (e.g., cybersecurity, privacy, data loss)

• Articulate ethical dilemmas in artificial intelligence (e.g., privacy, bias, nefarious usage)

Content

Day 1  

Topics

• Properties of Artificial Intelligence

• Resource Requirements for Adopting AI

• Expert Systems

• Machine Learning Models


Day 2 

Topics

• Statistical Modeling

• Machine Learning Algorithms

• Enterprise Usage of Artificial Intelligence

• Consumer Usage of Artificial Intelligence

• Risks Associated with Artificial Intelligence

• Ethics in Artificial Intelligence

Audience

A wide-range of individuals, including:

• Current IT Professionals looking to upskill to broaden their IT knowledge and skills or keep up-to-date with emerging technologies. 

• IT Audit, risk, security and governance professionals looking to gain a fundamental understanding of emerging technology knowledge and skills.

• Those new to IT, students, recent graduates and career changers looking to differentiate themselves from other job candidates.


Prerequisites

We recommend that attendees of this course have:

  • Familiarity with enterprise IT infrastructure (hardware and software)
  • Completed the AWS Technical Essentials or Architecting on AWS classroom training
  • Achieved their AWS Certified Solutions Architect – Associate certification (optional)

Certification

This course is not associated with any certification.

Schedule




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