AWS Flash - AWS AI/ML Essentials (GCR Only)

Overview

This targeted course is designed for technicians aiming to pass the AWS Certified AI Practitioner (AIF-C01) exam, helping you understand the exam process and key topics. Enhance your mastery of essential AI and ML knowledge, and become familiar with exam formats and difficulty through sample questions.

• Levels:

  Intermediate

• Teaching method:

  Digital training, video, and question analysis

• Duration:

  4.25 hours

• Introduction to certification exams and exam notes
• Fundamentals of AI and ML, including concepts, terminologies, and practical use cases
• Insights into Generative AI and AWS technologies for building applications
• Applications of Foundation Models covering design considerations and evaluation methods
• Guidelines for developing ethical and fair AI systems
• Security, Compliance, and Governance for AI solutions
• Assess knowledge gaps and prepare for the exam

• Business analysts, IT support, marketing professionals, managers, sales professionals
• Individuals with up to 6 months of experience in AI/ML technologies on AWS
• Anyone preparing for the AWS Certified AI Practitioner exam

• Gen AI Fundamental for Business Professionals
• Generative AI for Executives

Module 1:

Introduction to certification exams

• Overview of AWS Certifications
• Details on exam format, length, and passing score

Module 2:

Fundamentals of AI and ML

• Key concepts and use cases for AI
• The ML development lifecycle

Module 3:

Fundamentals of Generative AI

• Concepts and business applications of generative AI
• Building applications with AWS technologies

Module 4:

Applications of Foundation Models

• Design considerations and prompt engineering
• Foundation model training and evaluation

Module 5:

Guidelines for Responsible AI

• Developing ethical and fair AI systems
• Importance of transparency in models

Module 6:

Security, Compliance, and Governance for AI Solutions

• Securing AI systems
• Understanding governance and compliance

Module 7:

Course Summary

Subjects