Beginner

Building a Study Plan

A good study plan transforms an overwhelming certification into a manageable series of daily tasks. Learn how to estimate time, select resources, build a weekly schedule, and set milestones.

Step 1: Analyze the Exam

Before you study anything, understand exactly what you are preparing for:

  1. Download the official exam guide — Every major certification has a published exam guide listing domains, objectives, and weights
  2. List all exam domains and their percentage weights (e.g., "Domain 1: ML Fundamentals - 30%")
  3. Rate your current knowledge for each domain: Strong (8-10), Medium (5-7), or Weak (1-4)
  4. Identify the gaps — Domains where your rating is low AND the exam weight is high are your top priorities
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The 80/20 rule: Spend 80% of your study time on your weakest domains that have the highest exam weight. Do not spend time perfecting topics you already know well. Passing requires competence in all domains, not perfection in one.

Step 2: Estimate Total Study Time

Use this formula to estimate total hours needed:

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For each domain:
• Strong knowledge: 2-4 hours (review and practice questions only)
• Medium knowledge: 6-10 hours (focused study + practice)
• Weak knowledge: 12-20 hours (deep study + hands-on practice + practice questions)

Add: 5-10 hours for practice exams and final review
Add: 20% buffer for unexpected delays

Step 3: Select Resources

Choose 2-3 primary resources. More than that causes fragmentation.

  • Official exam guide — Always start here. It defines exactly what is tested.
  • One comprehensive course — A structured course that covers all exam domains (like AI School courses).
  • Official documentation — For deep dives into specific concepts you do not understand.
  • Practice exams — At least 2-3 full-length practice exams from different sources.
  • Hands-on practice — Free tiers (AWS, GCP, Azure, Databricks, Snowflake) for lab work.
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Avoid resource hopping: Do not switch between 5 different courses or study guides. Pick one primary source and stick with it. Supplement with official docs only when you need deeper understanding. Resource hopping feels productive but scatters your knowledge.

Step 4: Build Your Weekly Schedule

Convert your total hours into a realistic weekly schedule:

For Full-Time Workers (1-2 hours/day)

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Monday-Friday: 45-60 min study session (morning or evening, same time each day)
Saturday: 2-3 hour deep study session
Sunday: Rest day or light review (30 min flash cards only)
Total: ~8-10 hours/week • 40-60 total hours in 5-6 weeks

For Accelerated Prep (3-4 hours/day)

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Monday-Friday: 2-3 hour study session with breaks
Saturday: 4-5 hour deep study + practice exam
Sunday: 1-2 hours review
Total: ~18-22 hours/week • 40-60 total hours in 3 weeks

Step 5: Set Milestones

Create checkpoints to measure your progress:

  • End of Week 1: Complete exam guide review. Take diagnostic practice test. Score does not matter — identify gaps.
  • End of Week 2-3: Complete study of first 2 domains. Score 60%+ on domain-specific practice questions.
  • End of Week 4: Complete all domains. Score 65%+ on a full practice exam.
  • End of Week 5: Score 75%+ on a full practice exam. Review all wrong answers.
  • Schedule exam: Only when you consistently score 75%+ on practice exams.

Step 6: Adapt Your Plan

Your plan should evolve based on results:

  • Scoring well on a domain? Reduce time spent on it. Reallocate to weaker domains.
  • Consistently missing questions in one area? Double the time for that domain. Try different resources or hands-on practice.
  • Ahead of schedule? Add more practice questions, not more reading.
  • Behind schedule? Cut time on strong domains. Focus on high-weight weak domains. Consider delaying the exam date.
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The best study plan is the one you actually follow. A perfect plan that you abandon after 3 days is worse than an okay plan you follow consistently for 5 weeks. Build a plan that fits your life, not one that requires superhuman discipline.