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AWS Certified Machine Learning Specialty

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AWS Certified Machine Learning Specialty

AWS Certified Machine Learning Specialty is a data science specific certification that validates skills in building, training, tuning, and deploying machine learning (ML) models on the AWS platform. It is apt for data scientists, developers, and machine learning practitioners to validate their knowledge and skills in using AWS services for machine learning workflows, including data preparation, feature engineering, and model optimization. This certification enables professionals to demonstrate their expertise in creating scalable, secure, and cost-effective ML solutions on AWS.
Why is AWS Certified Machine Learning Specialty important?

  • Globally recognized leading certification in the domain of AI and ML.
  • Attests to your proficiency in building and deploying machine learning models on AWS.
  • Validates expertise in applying machine learning concepts and best practices.
  • Shows ability to use AWS ML services like SageMaker, Polly, Rekognition, and more.
  • Enhances career prospects in machine learning and data science roles.
  • Validates skills in scaling ML workflows and optimizing ML models for performance.
  • Sows your ability to automate and secure machine learning models on AWS.

Who should take the AWS Certified Machine Learning Specialty Exam?

  • Machine Learning Engineer
  • Data Scientist
  • AI Specialist
  • Data Engineer
  • Research Scientist
  • Software Developer (with ML focus)
  • Cloud Architect (with ML specialization)
  • Analytics Specialist
  • DevOps Engineer (with ML/AI focus)
  • Business Intelligence Engineera

AWS Certified Machine Learning Specialty Certification Course Outline
Domain 1: Data Engineering
Domain 2: Exploratory Data Analysis
Domain 3: Modeling
Domain 4: Machine Learning Implementation and Operations

AWS Certified Machine Learning Specialty FAQs

AWS Machine Learning Specialty certification requires an understanding in developing and running Machine learning workloads with 1-2 years of experience on AWS cloud. A good knowledge of Machine learning and deep learning framework with ability to express machine learning algorithms.

AWS Certifications are valid for 3 years and after that you need to update your certification.

You need to score 750 out of 1000 to pass the AWS Certified Machine Learning Specialty exam.

AWS Machine Learning Specialty Certification examines the ability to implement, design and deploy machine learning solutions for business issues. In this candidate are required to perform data scientist role, on the basis of which they are validated to tune, build and deploy the Machine learning model using AWS cloud.

For getting certification in machine learning you need to pass AWS Machine Learning Specialty certification. For this certification you need to have 1-2 years of experience in running machine learning workloads on AWS cloud.

The domains which will help in your exam preparation for AWS Certified machine Learning Specialty exam are:

  1. Module 1: Learn Data Engineering (20%)
  2. Module 2: Learn Exploratory Data Analysis (24%)
  3. Module 3: Learn Modeling (36%)
  4. Module 4: Learn Machine Learning Implementation and Operations (20%)

AWS Certified Machine Learning Specialty exam test the ability to implement Machine Learning by choosing the right AWS service. You should be able to design scalable Machine learning solutions with having experience of 1-2 years for running and developing Machine learning workloads on AWS. During preparation,

  1. Getting proficiency in Machine learning frameworks and good knowledge of Machine learning algorithms. Do as many practice questions as possible which will help you know your strengths and weaknesses.
  2. Check for the available exam pattern and create a blueprint, topic-wise. This will help you cover all topics in a sequential manner.
  3. This certification requires advanced skills and knowledge for ML/deep learning which you need to understand and you should also apply for AWS exam discussion, blogs and make yourself updated with every news about the exam concepts.

In AWS Certified Machine Learning Specialty exam you will get 170 minutes to complete the exam.

Build skills for building a career as an AWS Machine Learning Specialist

  • Selecting and justifying a suitable ML approach for a given business problem
  • Identifying suitable AWS services for implementing ML solutions


Planning and applying scalable, cost-optimized, reliable, and secure ML solutions


Amazon Web Service (AWS) provides you option to reschedule your exam 24 hours before the exam appointment. You need to go to your AWS certification account and click on Manage PSI exams, to reschedule or cancel the exam.

AWS certification offers candidates training to understand the key tools and concepts of AWS. 

  1. It will help you advance your skills in cloud platform services.
  2. AWS certifications have different levels of certification and passing these will help you to get a good and secure job in the market.
  3. On becoming a certified AWS professional many doors will open for you so you do not need to stick to the same role. There are many opportunities for which you can apply. And this certification requires hard work. If you are focused on AWS then there is nothing that can stop you to become Professional.

Is AWS Machine Learning Certification worth it?

The AWS Machine Learning specialist exam covers Amazon Web Services products that let developers apply algorithms to uncover patterns in end-user data, build mathematical models based on these patterns, and then create and execute predictive applications.

Learn How difficult is the AWS Machine Learning Specialty Exam?

The AWS Certified Machine Learning Specialty exam is a perfect way to start if you want to establish a career or expand your understanding of machine learning on the AWS Cloud. 

Become an AWS Machine Learning Developer

AWS Certified Machine Learning Specialty Exam Format

  • Exam Code MLS-C01
  • Exam Duration 170 Minutes
  • Exam Format Multiple Choice and Multi-Response Questions
  • Exam Type Specialty
  • Number of Questions 65 Questions
  • Passing Score  Scoring from 100-1000, with a minimum passing score of 750
  • Exam Language English, Japanese, Korean, & Simplified Chinese
  • Validity 3 years

AWS Machine Learning Specialist Exam Format

AWS Machine Learning Specialty Cheat Sheet provides you with the right combination of learning resources and strategy to earn this much-valued credential. Acquire skills 

  • Select and justify the appropriate ML approach for a given business problem
  • Identify appropriate AWS services to implement ML solutions
  • Design and implement scalable, cost-optimized, reliable, and secure ML solutions

AWS Machine Learning Specialty Cheat Sheet

Amazon has created rules that if you get failed in AWS certification then you need to wait for 14 days to give the exam again.

  • Take a tour to the Official Site
  • Look at the Exam BluePrint
  • Refer to the course outline
  • Evaluate yourself with Practice Test


Prepare for AWS machine learning speciality exam (MLS-C01)

Learn to design, implement, deploy, and maintain machine learning (ML) solutions for given business problems.

AWS Machine Learning Specialty Exam Study Guide

  • Get basic knowledge of statistics/machine learning
  • Learn about AWS Kinesis family of tools together with AWS Glue
  • Learn security works with AWS S3 and security around using SageMaker
  • Understand bout Amazon SageMaker - ML frameworks pre-installed in containers

For documentation, you can refer to the AWS Machine Learning Specialty Exam online tutorial with detailed AWS documentation and learning resources.


AWS Machine Learning Specialty (MLS-C01) Online Tutorial

TestprepTraining provides unique sets of questions that will help you check your skills and knowledge on AWS Cloud. These practice questions will help you increase your knowledge for better preparation of exam.

Our team of experts at Testpreptraining keeps updating the latest tips and tricks about the exam on our blog to help you in preparation of exam.

Yes, you have access to the practice set questions which will be available once you have registered for the course.

Yes, TestprepTraining gives you option to take free practice test with different and unique questions before purchasing the complete test.

Yes, if you order more than 10 products at a time you will get a discount of 50% and to know more about this you can reach our Helpdesk, they will respond.