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AWS Certified Machine Learning Engineer - Associate MLA-C01 (Udemy.com)

The ONLY course you need to PASS the AWS Certified Machine Learning Engineer Exam | MLA-C01 | Incl. FULL Practice Exam!

Created by: Nikolai Schuler

Last updated October 2026

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What you will learn

  • PASS the AWS Certified Machine Learning Engineer Associate Exam (MLA-C01)
  • Full Practice Exam incl. Full Explanations to ACE the exam
  • All Slides available as downloadable PDFs
  • All Topics Covered & 100% up-to-date
  • Hands-on Demos with Real-World Scenarios
  • Start your Machine Learning Career
  • Build, Train & Deploy Machine Learning Models in Amazon SageMaker
  • Data Ingestion and Preprocessing with SageMaker Data Wrangler
  • Full Machine Learning Pipelines with SageMaker & Much More
  • Master the Full Machine Learning Lifecycle with Real-World Skills

How it compares

Against the other 848 rated Udemy courses in IT Certifications on CourseDuck:

  • Rating4.8 out of 5higher than 92% of them
  • Reviews1,033#284 of 849 by number of reviews
  • Length26.5 hourslonger than 90% of them
  • Last updatedOctober 2026more recently than 96% of them

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Course Description

The ONLY course you need to prepare and PASS the AWS Certified Machine Learning Engineer – Associate exam (MLA-C01) and become an AWS Certified Machine Learning Engineer – Associate!

Make your exam preparation and learning Machine Learning on AWS fun, easy, and highly effective with real-life hands-on projects, quizzes, and a full practice exam!

This course teaches you every single topic you need to master the exam with ease.


Why is this the ONLY course you need to pass the AWS Certified Machine Learning Engineer exam?

  • Every single topic is covered in depth

  • 100% up-to-date!

  • Hands-On & Practical

  • Full practice exam including all explanations

  • Practical & Real-World Skills

  • Tips for success

  • This course guides you step-by-step to prepare in the best possible way for the exam

  • Don’t waste your time but focuses on what really matters to master the exam!


This course guides you step-by-step to prepare in the best possible way for the exam and start your successful career in machine learning!


Your Instructor

Hi, my name is Nikolai, and I am AWS Certified and I teach AWS and data analytics in over 200 countries. My mission with this course is to take the stress out of your exam prep, make it fun but very effective to maximize your preparation time. I want to make sure you have the best chances of succeeding and moving your career forward with the AWS Machine Learning Engineer certification in your professional journey.


Enroll Now and Get:


  • Lifetime Access including all future updates

  • High quality video content

  • All slides & project files as downloadable resources

  • Full practice exam with explanations

  • Tipps for success & expert-level support

  • 30-day money-back guarantee (no-questions-asked!)



Become an Expert & Learn the Full Machine Learning Lifecycle in AWS:


  • PASS the AWS Certified Machine Learning Engineer exam

  • Master Machine Learning on AWS and become an expert

  • Build, train, and deploy machine learning models with SageMaker

  • Orchestrate ML workflows with SageMaker Pipelines

  • Perform data ingestion and transformation with SageMaker Data Wrangler and AWS Glue

  • Use SageMaker Feature Store for feature engineering

  • Deploy models using real-time, batch, and serverless inference

  • Monitor models in production with SageMaker Model Monitor

  • Debug and optimize models with SageMaker Debugger and Profiler

  • Implement responsible AI practices with SageMaker Clarify

  • Understand AWS storage and data processing services relevant to ML

  • Secure your ML workflows with IAM, KMS, and VPCs

  • Implement CI/CD pipelines for ML using SageMaker and AWS CodePipeline

  • Optimize costs and monitor ML workloads with CloudWatch and AWS Cost Management tools

  • And much more!


Whether you’re new to machine learning or looking to expand your AWS expertise, this course offers everything you need—practical labs, a full practice exam, and up-to-date content that covers every aspect of Machine Learning on AWS.


Take this chance today — this can be your first step into a successful machine learning engineering career!

Looking forward to seeing you inside the course!

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Instructor Details

Nikolai Schuler

Are you thinking about pursuing a career as a Data Analyst or Data Scientist?

Do you ever think that your career could take a leap forward if you would have more knowledge and skills in the world of data?

Perhaps you are even feeling overwhelmed by the number of courses available or by the fact that your life is already too full to concentrate on one more course?


I am Nikolai Schuler, I am a data scientist and BI consultant, and I have been there too...

A few years ago I noticed that the world of data benefits from many new tools and technologies. However, I also realized that it is extremely difficult to get trained in the field: Practical courses with real quality content are rare and are often structured in such a way that they are incompatible with a working life full of other tasks and activities.

While going through hours of research and training, I came up with the idea of creating a course that would offer extremely valuable content but that would be at the same time easy to follow due to its structure.

My goal is to help as many people as possible to pursue their desired career in this new Digital Age by enabling them to upgrade their data analysis skills. I am proud to say that I am heading in the right direction as my courses have already found their audience in over 170 countries and received thousands of positive feedbacks.


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Reviews

4.8

1,033 ratings on Udemy

Select a bar to show only those reviews.Select the bar again to show every rating.

By Tanja M Valkin on 10/6/2025

It's working well for my use case. I'm taking this course as a general overview of Sagemaker and AWS AI. I'm not planning on taking the exam. I have completed other AWS certifications already. I want familiarity with the material, but I dont anticipate that I will work extensively with SageMaker. I view it on a fast speed, I dont do the workshops, but I go through the downloadable scripts in order to understand the techniques

By Preeti Bhakia on 10/2/2025

I learnt Snowflake certification course of yours and you made me crazy to grasp each and every topic with Hands-on. Hence, I opted to take my Machine Learning certification course and get certified to choose my carrier on ML side with your guidance.

By Phil Philippe on 7/27/2025

I took Nicolas Schuller’s course to prepare for the AWS certification, and I’m genuinely pleased with the experience. The content is clear, well explained, and goes straight to the point while still being comprehensive. The hands-on examples and demonstrations make even the more technical concepts easy to understand. You truly feel guided from start to finish, with a logical and efficient progression that builds confidence for the exam. I highly recommend this course to anyone looking to get certified or strengthen their ML skills on AWS.

By Alexandre Pato on 4/20/2025

This is a fantastic course, first time i've seen an instructor take you through all the material by using actual examples. In this course, you'll spend much of your time looking at the sagemaker console, which helps visualise everything, and not cram and memorise stuff that you'll forget in two days.

By Max Solender on 2/17/2025

One big comment I have so far (after 72 videos) is the guy jumps around various screens so fast. When you are trying to look at the notebooks or read the words on the screen, it changes rapidly. He needs to slow down a bit!! I find that I have to constantly pause this to read what's there because if I don't it will likely go away.

By Sebastian on 1/7/2025

Exceptional Course! Highly Recommended Nikolai's course was an absolute standout! The amount of hands-on practice provided far surpasses any other course I've taken on Machine Learning Topic. Where others just shared Slides, Nikolai jumped after Theory in the console and showed real Hands-On. The exercises were incredibly well-designed, and the knowledge imparted was invaluable. Thanks to Nikolai's excellent instruction, I was fully prepared to pass the exam with confidence. Thank you, Nikolai, for creating such a fantastic learning experience. Please continue to produce these high-quality courses! Greetings from Berlin!

By Tony H on 1/7/2025

I was on a long road trip traveling across the united sates and listening to the narration of this course was very engaging. I think Nikolai Schuler does a really good job at orating this content in a way that makes it interesting and easy to digest. He's very through in covering not only core ML concepts in each category, but also very through in the labs. I will continue to use this course as a reference to keep educated in this subject. I had already passed the ML specialty exam before taking the ML associate and had I taken this course in prior, it would have been much easier to pass the ML specialty exam. I HIGHLY Recommend.

By Inthrakumar Palanivel on 12/22/2024

I am adding this comment at lecture #23. So far its just the foundation of ML which is so useful for a beginner like me. When you do some practical training yourself with this knowledge you gain the confidence in this domain and pushes you further thru the course.

By Asanka Ishara on 12/4/2024

I am leaving this rating after I finished Section 17. The course is really good, with practical labs for almost all the sections. It is easy to understand. I am not sure how much it covers for the AWS ML C01 exam, but I believe this course provides the required basic knowledge. Editing: 2025/01/02 I did the AWS ML C01 exam and got the score 840. I only followed this course and practice some questions from https://www.examtopics.com/.

By Jose Javier Vega on 12/4/2024

This is probably the best AWS course I have taken, everything was explained clearly and in detail. One of the key differentiators are all the hands on videos, besides just showing how they can be setup there are plenty of best practices and recommendations for specific services. Highly recommended.

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Overall Score : 96 / 100