Amazon (AWS) : MLA-C01 AWS Certified Machine Learning Engineer – Associate
About AWS MLA-C01 Exam:
The MLA-C01 exam, titled “AWS Certified Machine Learning – Specialty,” is designed for professionals aiming to validate their expertise in building, training, tuning, and deploying machine learning models on AWS. This certification is ideal for individuals with at least 1–2 years of hands-on experience developing, architecting, or running ML/deep learning workloads on AWS.
If you are preparing for the MLA-C01 (AWS Certified Machine Learning – Specialty) certification exam, this guide provides real exam-like questions and answers to help you practice and boost your chance to pass the exam on your first try!
Exam Details and Format:
- Duration: 180 minutes
- Format: Multiple choice, multiple response
- Cost: $300 (Price varies by country)
- Passing Score: 750/1000
- Language: English, Japanese, Korean, Simplified Chinese
Preparation Tips
1. Understand the Exam Objectives
These are the key domains you need to cover for the MLA-C01 Exam:
- Data Engineering (20%)
- Exploratory Data Analysis (24%)
- Modeling (36%)
- Machine Learning Implementation and Operations (20%)
Download the official exam guide from AWS to get a detailed breakdown of the topics!
2. Use AWS FREE Learning Resources
AWS offers free digital training for the Machine Learning Specialty exam through AWS Skill Builder and AWS Training and Certification:
📚 Free AWS Learning Resources:
- Machine Learning Basics
- Amazon SageMaker Fundamentals
- Data Engineering on AWS
- ML Operations (MLOps) concepts
AWS Training Portal: AWS Training
3. Get Hands-On Experience
Since this is a Specialty Level exam, real-world hands-on experience is very important.
If you don’t have an AWS account yet, spin up a free-tier AWS account: 🔗 AWS Free Tier
Practice:
- Building models with Amazon SageMaker
- Feature engineering and preprocessing datasets
- Deploying ML models for inference
- Monitoring ML models in production (using SageMaker Model Monitor)
- Using AWS services like S3, Glue, Athena, Lambda, ECS for data processing
4. Use Actual Exam Practice Questions and Tests
Practicing real exam-style questions is crucial to test your knowledge and simulate the real test environment.
Start your FREE MLA-C01 Practice Test Here!
Source for FULL EXAM Preparation – CLEARCATNET.