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AWS Certified Machine Learning Engineer — 72 Hrs Study Guide Complete 72-Hour Intensive Study Guide with Visual Diagrams & Cheat Sheet ⚡ LEARN IN 72 HOURS: This guide contains important details which you need to know for the AWS Certified Machine Learning Engineer Exam. Follow the intensive study plan, memorize the mnemonics, use the visual diagrams for quick reference, and review the cheat sheet before the exam. You've got this! 📊 Domain Breakdown & Weightings Domain Weight Focus Areas Domain 1: Data Preparation 28% Storage, ETL, Feature Engineering, Data Quality Domain 2: Model Development 26% Algorithms, Training, Tuning, Evaluation Domain 3: Deployment 22% Endpoints, MLOps, Pipelines, Orchestration Domain 4: Monitoring/Security 24% Model Monitor, CloudWatch, IAM, KMS, VPC 🗓️ 72-Hour Intensive Study Schedule Day 1 (24 Hours) Hours 1-6: Domain 1 — Data Preparation (Morning Session) ⏰ Hours 1-2: Storage & Da...

AWS Certified AI Practitioner (AIF-C01) — 48 Hour Study Guide The Ultimate Crash Course: Pass the AWS AI Practitioner Exam in 48 Hours Using Battle-Tested Mnemonics 📋 Exam Overview Duration: 90 minutes Questions: 65 total (50 scored + 15 unscored) Passing Score: 700/1000 📊 Domain Breakdown & Weightings Domain Weight Hours to Allocate Domain 1: Fundamentals of AI and ML 20% 10 hours Domain 2: Fundamentals of Generative AI 24% 12 hours Domain 3: Applications of Foundation Models 28% 14 hours Domain 4: Guidelines for Responsible AI 14% 7 hours Domain 5: Security, Compliance, and Governance 14% 5 hours 🗓️ 48-Hour Study Schedule Day 1 (24 Hours) Hours 1–10: Domain 1 — Fundamentals of AI and ML Hours 11–22: Domain 2 — Fundamentals of Generative AI Hours 23–24: Break & Review Day 2 (24 Hours) Hours 25–38: Domain 3 — Applications of Foundation Models Hours 39–45: Domain 4 — Guidelines for Resp...