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This lesson gives a concise, practical study plan to help you pass the AWS Certified Machine Learning — Associate exam. Follow the routine below to build confidence and close knowledge gaps efficiently.
  1. Prioritize full-length practice exams and repeat them under exam-like conditions.
  2. Use short topic quizzes to target weak areas and reinforce concepts.
  3. For coaching and community support, join the KodeKloud Discord and ask for help in the #aws-cg channel.
The image outlines a three-step process for preparing for the Real Machine Associate Exam, including reviewing a mock exam, end-of-section quizzes, and engaging with a Discord forum for additional support.
How to apply this plan (step-by-step)
  • Full-length practice exams are the best simulation of test day. Run them strictly timed with minimal interruptions to build stamina and time management.
  • After each mock exam, review every question you missed or guessed on. Document the underlying concept, read the official materials or notes, and retake similar practice questions until you’re confident.
  • Repeat full exams until you consistently score ~95% on mocks. Hitting this mark is a conservative target that usually indicates readiness for the real exam (official passing scores vary and are scaled).
  • Use short topic quizzes to isolate and remediate weaknesses. These focused drills are faster and more efficient than re-taking full exams for every topic.
The image is an infographic emphasizing the importance of scoring 95% on mock exams to ensure 80% performance on a real-world exam, provided by KodeKloud.
Practical tips for efficient studying
Run full practice exams under realistic conditions: timed, no notes, and with the same break structure you expect on test day. Treat mock exams as diagnostic tools — the goal is to identify patterns in the mistakes you make, not just to increase your raw score.
  • Short topic quizzes are targeted by design. Use them to:
    • Surface specific weaknesses (e.g., feature engineering, model optimization, deployment).
    • Revisit foundational concepts referenced in quiz explanations.
    • Track progress: retake the quiz until you can answer all questions confidently.
  • Combine both approaches: use full-length mocks to measure overall readiness and quizzes to fix specific gaps.
Quick study-plan summary (four-step routine)
The image is a summary slide with three study tips: keep taking the mock exam until scoring 95%, review quizzes for challenging sections, and join KodeKloud Discord for AWS discussions.
Important caveat
Do not rely solely on memorization of practice questions. The real exam tests underlying concepts, architecture decisions, and trade-offs. Use practice questions to learn reasoning and patterns, not as an answer bank.
Final checklist before scheduling the exam
  • Consistently score near 95% on multiple full-length mocks.
  • Can explain the rationale for each mock exam error and how you corrected it.
  • Have remediated weak topics using short quizzes and official documentation.
  • Discussed remaining questions with coaches or peers in the KodeKloud Discord (#aws-cg) if needed.
Links and references Good luck — prepare methodically, practice consistently, and focus on understanding the “why” behind each answer. You’ve got this!

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