AWS Certified Machine Learning Specialty Exam Study Guide [MLS-C01]

AWS Certified Machine Learning Specialty Study Exam Guide CLF-C01

Preparing for the AWS Certified Machine Learning Specialty exam? Don't know where to start? This post is the AWS Certified Machine Learning Certificate Study Guide (with links to each objective in the exam domain).

I have curated a detailed list of articles from AWS documentation and other blogs for each objective of the AWS Certified Machine Learning (MLS-C01) exam. Please share the post within your circles so it helps them to prepare for the exam.

AWS Certified Machine Learning Online Course

AWS Certified Machine Learning Practice Test

AWS Certified Machine Learning Preparation

To view other AWS certificate study guides, click here.

Full Disclosure: Some of the links in this post are affiliate links. I receive a commission when you purchase through them.

Data Engineering - 20%

Create data repositories for machine learning
Identify and implement a data-ingestion solution
Identify and implement a data-transformation solution
AWS Certified Machine Learning - Specialty

Exploratory Data Analysis - 24%

Sanitize and prepare data for modeling
Perform feature engineering
Analyze and visualize data for machine learning
aws certified machine learning

Amazon link (affiliate)

Modeling - 36%

Frame business problems as machine learning problems
Select the appropriate model(s) for a given machine learning problem
Train machine learning models
Perform hyperparameter optimization
Evaluate machine learning models

Machine Learning Implementation and Operations - 20%

Build machine learning solutions for performance, availability, scalability, resiliency, and fault tolerance
Recommend and implement the appropriate machine learning services and features for a given problem
Apply basic AWS security practices to machine learning solutions
Deploy and operationalize machine learning solutions

This brings us to the end of the AWS Certified Machine Learning – Specialty [MLS-C01] Exam Preparation Study Guide

What do you think? Let me know in the comments section if I have missed out on anything. Also, I love to hear from you about how your preparation is going on!

In case you are looking for other AWS certificate exams study guides, check out this page

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