AWS AIF-C01 Handbook

"Comparison, Decision Guide, SageMaker vs Bedrock, Lex vs Q, Comprehend vs Textract vs Kendra, Cheat Sheet"

Exam-focused guide to solving AWS AI/ML service confusion — comparison tables, decision rules, and a quick-reference cheat sheet

"Foundation Models, Titan, Claude, Llama, Nova, RAG, Knowledge Bases, Agents, Guardrails"

Fully managed service for building generative AI apps with FMs — covers models, RAG, agents, guardrails, and model customization

"Zero-Shot, Few-Shot, Chain of Thought, Tree of Thoughts, RAG, Templates, Temperature"

Techniques for crafting effective prompts — zero-shot, few-shot, CoT, best practices, and inference parameters

"Q Business, Q Developer, Q Apps, QuickSight, Glue, EC2, IDE, Code Generation"

AI-powered assistant for business intelligence, software development, and AWS operations across multiple services

"NLP, Sentiment Analysis, Entity Detection, Key Phrases, Language Detection, PII, Comprehend Medical"

Natural Language Processing (NLP) service for text analysis — sentiment, entities, key phrases, and medical text

"Translation, 75+ Languages, Real-time, Batch, Custom Terminology, Formality"

Neural machine translation service for translating text between 75+ languages

"Speech to Text, ASR, Diarization, Custom Vocabulary, Toxicity Detection, Medical"

Automatic speech recognition (ASR) service that converts speech to text with custom vocabulary support

"Text to Speech, TTS, Neural Voices, SSML, 60+ Voices, Streaming"

Text-to-speech service that converts text into lifelike speech with neural voices

"Image Analysis, Face Detection, Object Detection, Content Moderation, Custom Labels, Video"

Computer vision service for image and video analysis — faces, objects, moderation, and custom labels

"OCR, Document Extraction, Forms, Tables, Invoices, Handwriting, Signatures"

Extract text, forms, and tables from documents — goes beyond simple OCR

"Enterprise Search, Natural Language, 40+ Connectors, ML-Powered, FAQ, RAG"

Intelligent enterprise search service powered by ML with natural language queries

"Chatbot, Conversational AI, NLU, Intents, Slots, Alexa, Connect"

Build conversational AI interfaces (chatbots and voice bots) — same technology as Alexa

"Contact Center, Call Center, Lex Integration, Contact Lens, Sentiment, Routing"

Cloud-based contact center with AI-powered chatbots, sentiment analysis, and call analytics

"Recommendations, Personalization, User Behavior, Similar Items, Ranking, Real-time"

Build real-time personalization and recommendation systems — no ML expertise required

"Human Review, Human-in-the-Loop, Confidence Threshold, Textract, Rekognition, Responsible AI"

Human review workflows for ML predictions — human-in-the-loop for AI decisions

"Studio, Canvas, Autopilot, JumpStart, Clarify, Model Monitor, Pipelines, Ground Truth, Feature Store"

End-to-end ML platform — covers Studio, Data Wrangler, Ground Truth, Autopilot, Canvas, Clarify, Pipelines, and more

"Supervised, Unsupervised, Reinforcement, CNN, RNN, Transformers, Overfitting, Bias, GAN, SVM"

Core ML concepts — learning types, neural networks, ML project lifecycle, evaluation metrics, and key algorithms

"Fairness, Explainability, Privacy, Bias, Hallucinations, GDPR, HIPAA, Clarify, Guardrails, A2I"

AI principles, bias mitigation, compliance frameworks, data management, and AWS services for responsible AI