Free Exam Resources for the AIF Exam (AWS AIF-C01)
A curated list of no-cost study resources for the AWS Certified AI Practitioner (AIF-C01), including official AWS Skill Builder courses, the exam guide, and hands-on practice.
The AIF exam is usually shorthand for the AWS Certified AI Practitioner (AIF-C01). If you are coming from Reddit or a cloud Slack community, that is the exam most people mean. The good news: the free study path is not a compromise. It is the primary path.
Short answer: start with the AWS Certified AI Practitioner exam guide, pair it with the free AWS Skill Builder exam prep course and official practice question set, then fill gaps with the AWS Ramp-Up Guide and hands-on time in the AWS Free Tier.
Start with the official exam guide
The [AWS Certified AI Practitioner page](https://aws.amazon.com/certification/certified-ai-practitioner/) includes the exam guide, sample questions, and domain weighting. Use the guide as a checklist, not a bedtime read. The domains are:
AI and ML fundamentals
Generative AI
Responsible AI and security
AWS AI services and ML workflows
If you cannot explain a bullet point in plain language, mark it for review.
Free AWS Skill Builder resources
AWS Skill Builder is the highest-value free study source for AIF-C01. Create a free account and work through:
AWS Certified AI Practitioner (AIF-C01) Exam Prep
Official Practice Question Set: AWS Certified AI Practitioner
Generative AI Learning Plan for Decision Makers
AWS Ramp-Up Guide: Machine Learning & AI
The official practice question set is the closest free thing to the real exam. Take it once early to find blind spots, then again near the end to confirm progress.
Hands-on with AWS Free Tier
AIF-C01 is more conceptual than architectural, but hands-on reps make the service names stick. In the AWS Free Tier, try:
Amazon Bedrock playground for text and embeddings
Amazon Rekognition for image analysis
Amazon Transcribe and Amazon Polly for speech
Amazon Comprehend for sentiment
SageMaker Studio for a quick look at an ML workflow
For each service, write one line: what it does, when you would use it, and how it differs from the nearest alternative.
Read the free ML Lens and generative AI whitepapers
The [AWS Well-Architected Machine Learning Lens](https://docs.aws.amazon.com/wellarchitected/latest/machine-learning-lens/) and AWS generative AI whitepapers are free. They are more detailed than the exam requires, so focus on concepts: problem framing, data quality, model evaluation, responsible AI controls, and security boundaries.
Community and video resources
AWS Training and Certification on YouTube for short exam prep videos
AWS re:Invent sessions on generative AI and Bedrock
Reddit r/AWSCertifications for study write-ups and resource corrections
Tutorials Dojo AIF-C01 cheat sheet for rapid review of AWS AI services
Skip exam dumps. They violate AWS exam policy, often contain wrong answers, and create a false sense of readiness. The official practice set plus one reputable community review set is enough.
A two-week free study loop
If you are starting fresh, use this loop:
1. Read the exam guide and take the official practice set once.
2. Complete the AWS Skill Builder AIF-C01 prep course.
3. Do hands-on labs for Bedrock, Rekognition, Comprehend, Transcribe, Polly, and SageMaker.
4. Review the ML Lens sections tied to your weak domains.
5. Take the official practice set again.
6. Read a few r/AWSCertifications write-ups to validate your mental model.
At Sapior, we like this same pattern for technical certifications: anchor to the official spec, test early, and spend most of your time on weak areas. For the AIF exam, free resources are not a fallback; they are the core strategy.