AWS Certified Machine Learning - Specialty Study Guide: Everything You Need to Know 2025
Your complete roadmap to passing the MLS-C01 certification exam. This comprehensive study guide covers all 4 exam domains with detailed explanations, study tips, and practice resources.
Quick Start
Essential steps to begin your preparation
Review Exam Objectives
View all domains →Take Assessment Quiz
Free practice test →Follow Study Plan
8-week roadmap →Full Practice Exams
Start practicing →Exam Domains & Objectives
Master these 4 domains to pass the MLS-C01 exam
Data Engineering
Exploratory Data Analysis
Modeling
Machine Learning Implementation and Operations
8-Week Study Plan
Follow this structured plan to prepare for your AWS Certified Machine Learning - Specialty exam
Foundation
Understand core concepts and exam objectives
Focus Areas:
- Data Engineering
- Exploratory Data Analysis
Deep Dive
Master advanced topics and practical applications
Focus Areas:
- Modeling
- Machine Learning Implementation and Operations
Practice & Review
Take practice exams and review weak areas
Focus Areas:
Final Prep
Full practice exams and last-minute review
Focus Areas:
- Full-length practice tests
- Review all domains
Study Resources
Everything you need to prepare for the AWS Certified Machine Learning - Specialty exam
Official Documentation
Amazon Web Services (AWS) official guides and whitepapers
Video Tutorials
Step-by-step video explanations of key concepts
Practice Questions
Hands-on practice with exam-style questions
Cheat Sheets
Quick reference guides for exam day
Get AI-Curated Resources
Generate a comprehensive study guide with real links to official documentation, courses, books, practice resources, and community forums.
Pro Study Tips
Expert advice to maximize your study effectiveness
Active Learning Strategies
- Hands-on practice: Apply concepts in real scenarios
- Teach others: Explain concepts to reinforce learning
- Take notes: Write summaries in your own words
Exam Day Preparation
- Get enough sleep: Rest well the night before
- Review key points: Go through your notes and cheat sheets
- Time management: Practice pacing with timed exams
Continue Your Preparation
More resources to help you succeed
Complete AWS Certified Machine Learning - Specialty Study Guide
This comprehensive study guide will help you prepare for the MLS-C01 certification exam offered by Amazon Web Services (AWS). Whether you are a beginner or experienced professional, this guide covers everything you need to know to pass on your first attempt.
What You Will Learn
Our study guide covers all 4 exam domains in detail:
- Data Engineering (20%)
- Exploratory Data Analysis (24%)
- Modeling (36%)
- Machine Learning Implementation and Operations (20%)
Recommended Timeline
Most candidates need 6-8 weeks of dedicated study to pass the AWS Certified Machine Learning - Specialty exam. We recommend studying 1-2 hours daily and taking practice exams weekly to track your progress.
Next Step: Start with our free practice test to assess your current knowledge level.