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AW180: Exam Prep: AWS™ Certified AI Practitioner

Training: AWS™ - Cloud - Artificial Intelligence

Exam Prep: AWS™ Certified AI Practitioner (AIF-C01) is a one-day ILT where you learn how to assess your preparedness for the AWS™ Certified AI Practitioner (AIF-C01) exam. The AWS™ Certified AI Practitioner (AIF-C01) exam validates in-demand knowledge of AI, machine learning (ML), and generative AI concepts and use cases.

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Possible course languages: German

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Agenda:

Fundamentals of AI and ML
- Explain basic AI concepts and terminologies
- Identify practical use cases for AI
- Describe the ML development lifecycle

Fundamentals of Generative AI
- Explain the basic concepts of generative AI
- Understand the capabilities and limitations of generative AI for solving business problems
- Describe AWS™ infrastructure and technologies for building generative AI applications

Applications of Foundation Models
- Describe design considerations for applications that use foundation models
- Choose effective prompt engineering techniques
- Describe the training and fine-tuning process for foundation models
- Describe methods to evaluate foundation model performance

Guidelines for Responsible AI
- Explain the development of AI systems that are responsible
- Recognize the importance of transparent and explainable models

Security, Compliance, and Governance for AI Solutions
- Explain methods to secure AI systems
- Recognize governance and compliance regulations for AI systems

AWS™ updates and occasionally retires services and features as part of ongoing development.
While Exam Prep content is regularly updated, there are brief periods when our courses may not
reflect the current state of AWS™ services. We recommend checking the latest AWS™
documentation and announcements for the most accurate and up-to-date information about
the current availability of services and features.

Objectives:

In the course AW180 Exam Prep: AWS™ Certified AI Pracitioner, you will learn to:

Identify the scope and content tested by the AWS™ Certified AI Practitioner (AIF-C01) exam
Practice exam style questions and evaluate your preparation strategy
Examine use cases and differentiate between them

Target audience:

The course AW180 Exam Prep: AWS™ Certified AI Pracitioner is intended for individuals who are preparing for the AWS™ Certified AI Practitioner (AIF-C01) exam.

Prerequisites:

You are not required to take any specific training before taking this course. However, the following
prerequisite knowledge is recommended prior to taking the AWS™ Certified AI Practitioner (AIF-C01)
exam.
Recommended AWS™ knowledge

Familiarity with the core AWS™ services (for example, Amazon EC2, Amazon S3, AWS™ Lambda, and Amazon SageMaker AI) and AWS™ core services use cases
Suggested to have up to 6 months of exposure to AI and ML technologies on AWS™
Are familiar with, but do not necessarily build, solutions using AI and ML technologies on AWS™
Familiarity with the AWS™ shared responsibility model for security and compliance in the AWS™ Cloud
Familiarity with AWS™ Identity and Access Management (IAM) for securing and controlling access to AWS™ resources
Familiarity with the AWS™ global infrastructure, including the concepts of AWS™ Regions, Availability Zones, and edge locations
Familiarity with AWS™ service pricing models

Description:

This intermediate-level course prepares you for the AWS™ Certified AI Practitioner (AIF-C01) exam by
providing a comprehensive exploration of the exam topics. You'll delve into the key areas covered on
the exam, understanding how they relate to developing AI and machine learning solutions on the AWS™
platform. Through detailed explanations and walkthroughs of exam-style questions, you'll reinforce
your knowledge, identify gaps in your understanding, and gain valuable strategies for tackling
questions effectively. The course includes review of exam-style sample questions, to help you
recognize incorrect responses and hone your test-taking abilities. By the end, you'll have a firm grasp
on the concepts and practical applications tested on the AWS™ Certified AI Practitioner certification
exam.