AIF-C01 - AWS Certified AI Practitioner Exam

Exam Code: AIF-C01

The AIF-C01 - AWS Certified AI Practitioner is an entry-level certification by AWS that validates foundational knowledge of Artificial Intelligence (AI) and Machine Learning (ML) services on AWS. The exam is designed for individuals seeking to build knowledge of how AI/ML solutions can solve real-world problems using AWS services.

Here are the official exam topic areas (also called domains) for AIF-C01:

Domain 1: AI/ML Fundamentals (20%)

Covers the foundational concepts of artificial intelligence and machine learning.

Key topics:

• Difference between AI, ML, and deep learning

• Types of ML: supervised, unsupervised, reinforcement learning

• Common ML use cases and challenges

• Bias and ethics in AI

Domain 2: AWS AI/ML Services and Tools (40%)

Focuses on AWS services used to build AI/ML solutions.

Key services:

• Amazon SageMaker (for building, training, and deploying ML models)

• Amazon Comprehend (NLP)

• Amazon Rekognition (image & video analysis)

• Amazon Polly (text to speech)

• Amazon Transcribe (speech to text)

• Amazon Translate (language translation)

• Amazon Lex (chatbots and conversational interfaces)

• Amazon Textract (extract text from documents)

• AWS AI/ML Stack overview (frameworks, infrastructure, and services)

Domain 3: Use Cases (30%)

Understanding how to identify, evaluate, and recommend AI/ML services for various business problems.

Focus areas:

• Matching AWS AI/ML services to use cases

• Industry-specific AI/ML applications (e.g., healthcare, finance, retail)

• Real-world problem-solving using AWS services

Domain 4: Responsible AI (10%)

Deals with understanding the ethical and responsible use of AI technologies.

Topics include:

• AI governance and explainability

• Fairness, accountability, transparency

• Data privacy and bias mitigation

Exam Details:

• Exam Code: AIF-C01

• Level: Foundational

• Format: Multiple choice and multiple response

• Length: 90 minutes

• Cost: $135 USD

• Delivery: Pearson VUE or online proctored