[RETIRED] AWS Certified Machine Learning Specialty 2026 — 95% OFF Coupon

AWS machine learning certification preparation - learn SageMaker, generative AI, data engineering, modeling & more

★4.4 out of 5
128,221 students
English
Updated June 2026

Quick Facts — [RETIRED] AWS Certified Machine Learning Specialty 2026 Overview

Here's a quick overview of everything you need to know about [RETIRED] AWS Certified Machine Learning Specialty 2026 before you enroll:

•Course Name: [RETIRED] AWS Certified Machine Learning Specialty 2026
•Platform: Udemy
•Instructor: Sundog Education by Frank Kane, Stephane Maarek, Frank Kane, Sundog Education Team
•Coupon Last Verified: June 2, 2026
•Level: All Levels
•Topic: IT & Software
•Subtopic: AWS Certified Machine Learning - Specialty
•Total Time: 15h of video content
•Language: English
•Access Type: Unlimited lifetime access + updates
•Certificate: Included upon completion from Udemy
•Main Skills: What to expect on the AWS Certified Machine Learning Specialty exam · Amazon SageMaker's built-in machine learning algorithms (XGBoost, BlazingText, Object Detection, etc.) · Feature engineering techniques, including imputation, outliers, binning, and normalization
•Requirements: Associate-level knowledge of AWS services such as EC2 · Some existing familiarity with machine learning
•Current Price: $9.99 (was $199.99). You save $190.00 with 95% discount.
•How to Apply: Click the coupon button to activate your discount automatically
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Skills You'll Master in This Course

By the end of [RETIRED] AWS Certified Machine Learning Specialty 2026, you'll have these practical skills:

✓What to expect on the AWS Certified Machine Learning Specialty exam .
✓Amazon SageMaker's built-in machine learning algorithms (XGBoost, BlazingText, Object Detection, etc.) .
✓Feature engineering techniques, including imputation, outliers, binning, and normalization .
✓High-level ML services: Comprehend, Translate, Polly, Transcribe, Lex, Rekognition, and more .
✓Data engineering with S3, Glue, Kinesis, and DynamoDB .
✓Exploratory data analysis with scikit_learn, Athena, Apache Spark, and EMR .
✓Deep learning and hyperparameter tuning of deep neural networks .
✓Automatic model tuning and operations with SageMaker .
✓Applying security best practices to machine learning pipelines .
✓L1 and L2 regularization.

Prerequisites for This Course

Before enrolling in [RETIRED] AWS Certified Machine Learning Specialty 2026, make sure you have:

•Associate-level knowledge of AWS services such as EC2
•Some existing familiarity with machine learning
•An AWS account is needed to perform the hands-on lab exercises

About This Udemy Course

The following is the full official course description for [RETIRED] AWS Certified Machine Learning Specialty 2026 as published on Udemy by instructor Sundog Education by Frank Kane, Stephane Maarek, Frank Kane, Sundog Education Team:

Note: This certification is being retired. The last day to take this exam is March 31, 2026. Certification holders will still have an active certification for 3 years from the date it was earned.

Nervous about passing the AWS Certified Machine Learning - Specialty exam (MLS-C01)? You should be! There's no doubt it's one of the most difficult and coveted AWS certifications. A deep knowledge of AWS and SageMaker isn't enough to pass this one - you also need deep knowledge of machine learning, and the nuances of feature engineering and model tuning that generally aren't taught in books or classrooms. You just can't prepare enough for this one.

This certification prep course is taught by Frank Kane, who spent nine years working at Amazon itself in the field of machine learning. Frank took and passed this exam on the first try, and knows exactly what it takes for you to pass it yourself. Joining Frank in this course is Stephane Maarek, an AWS expert and popular AWS certification instructor on Udemy.

In addition to the 15-hour video course, a 30-minute quick assessment practice exam is included that consists of the same topics and style as the real exam. You'll also get four hands-on labs that allow you to practice what you've learned, and gain valuable experience in model tuning, feature engineering, and data engineering.

This course is structured into the four domains tested by this exam: data engineering, exploratory data analysis, modeling, and machine learning implementation and operations. Just some of the topics we'll cover include:

How generative AI and large language models (LLM's) work, including the Transformer architecture (GPT) and attention-based neural networks (masked self-attention)

Amazon's newest generative AI services: Bedrock, SageMaker JumpStart for Generative AI, CodeWhisperer, and SageMaker Foundation Models
  • S3 data lakes
  • AWS Glue and Glue ETL
  • Kinesis data streams, firehose, and video streams
  • DynamoDB
  • Data Pipelines, AWS Batch, and Step Functions
  • Using scikit_learn
  • Data science basics
  • Athena and Quicksight
  • Elastic MapReduce (EMR)
  • Apache Spark and MLLib
  • Feature engineering (imputation, outliers, binning, transforms, encoding, and normalization)
  • Ground Truth
  • Deep Learning basics
  • Tuning neural networks and avoiding overfitting
  • Amazon SageMaker, including SageMaker Studio, SageMaker Model Monitor, SageMaker Autopilot, and SageMaker Debugger.
  • Regularization techniques
  • Evaluating machine learning models (precision, recall, F1, confusion matrix, etc.)
  • High-level ML services: Comprehend, Translate, Polly, Transcribe, Lex, Rekognition, and more
  • Building recommender systems with Amazon Personalize
  • Monitoring industrial equipment with Lookout and Monitron
  • Security best practices with machine learning on AWS

Machine learning is an advanced certification, and it's best tackled by students who have already obtained associate-level certification in AWS and have some real-world industry experience. This exam is not intended for AWS beginners.

If there's a more comprehensive prep course for the AWS Certified Machine Learning - Specialty exam, we haven't seen it. Enroll now, and gain confidence as you walk into that testing center.

Instructor

My name is Stéphane Maarek, I am passionate about Cloud Computing, and I will be your instructor in this course. I teach about AWS certifications, focusing on helping my students improve their professional proficiencies in AWS.

I have already taught 2,500,000+ students and gotten 800,000+ reviews throughout my career in designing and delivering these certifications and courses!

With AWS becoming the centerpiece of today's modern IT architectures, I have decided it is time for students to learn how to be an AWS Machine Learning Professional. So, let’s kick start the course! You are in good hands!

Instructor

Hey, I'm Frank Kane, and I'm also instructing this course. I spent nine years working for Amazon from the inside as a senior engineer and senior manager, where my specialty was recommender systems and machine learning. As an instructor, I'm best known for my top-selling courses in "big data", data analytics, machine learning, Apache Spark, system design, technical management and career growth, and Elasticsearch.

I've been teaching on Udemy since 2015, where I've reached over one million students all around the world!

I've worked hard to keep this course up to date with the latest developments in AWS machine learning, and to make sure you're prepared for the latest version of this exam. Let's dive in and get you ready!

This course also comes with:
  • Lifetime access to all future updates
  • A responsive instructor in the Q&A Section
  • Udemy Certificate of Completion Ready for Download
  • A 30 Day "No Questions Asked" Money Back Guarantee!

Join us in this course if you want to prepare for the AWS Machine Learning Certification and master the AWS platform!

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Is the [RETIRED] AWS Certified Machine Learning Specialty 2026 Coupon Worth It?

Expert review by Andrew Derek, Lead Course Analyst at CoursesWyn.•Last updated: June 2, 2026.

Based on analysis of the curriculum structure, student engagement metrics, and verified rating data, [RETIRED] AWS Certified Machine Learning Specialty 2026 is a high-value resource for learners seeking to build skills inIT & Software. Taught by Sundog Education by Frank Kane, Stephane Maarek, Frank Kane, Sundog Education Team on Udemy, the 15h course provides a structured progression from foundational concepts to advanced techniques— making it suitable for learners at all levels. The current coupon reduces the price by 95%, from $199.99 to $9.99, removing the primary financial barrier to enrollment.

✓What We Like (Pros)

  • Verified 95% price reduction makes this course accessible to learners on any budget.
  • Aggregate student rating of 4.4 out of 5 indicates high learner satisfaction.
  • Strong enrollment base with over 128,221 students demonstrates course popularity and trust.
  • Includes an official Udemy completion certificate and lifetime access to all future content updates.

!Keep in Mind (Cons)

The following limitations should be considered before enrolling in [RETIRED] AWS Certified Machine Learning Specialty 2026:

  • The depth of IT & Software coverage may be challenging for absolute beginners without the listed prerequisites.
  • Lifetime access is contingent on the continued operation of the Udemy platform.
  • Hands-on projects and quizzes require additional time investment beyond video watch time.
Final Verdict: Worth It
This course offers exceptional value with current pricing
✓

Course Rating Summary

[RETIRED] AWS Certified Machine Learning Specialty 2026 has earned an aggregate rating of 4.4 out of 5 from 128,221 verified student reviews on Udemy. Below is the detailed rating distribution showing learner satisfaction across all star levels.

4.4
★★★★★
128,221 Verified Ratings
5 stars
75%
4 stars
15%
3 stars
6%
2 stars
2%
1 star
2%

* Rating distribution is approximated from the aggregate score. Sourced from Udemy.

About the Instructor — Sundog Education by Frank Kane, Stephane Maarek, Frank Kane, Sundog Education Team

[RETIRED] AWS Certified Machine Learning Specialty 2026 is taught by Sundog Education by Frank Kane, Stephane Maarek, Frank Kane, Sundog Education Team, a Udemy instructor specializing in IT & Software. For the full instructor biography, professional credentials, and a complete list of their courses, visit the official instructor profile on Udemy.

•Instructor Name: Sundog Education by Frank Kane, Stephane Maarek, Frank Kane, Sundog Education Team
•Subject Area: IT & Software
•Teaching Approach: Practical, project-based instruction focused on real-world application of IT & Software skills.

Frequently Asked Questions

The following questions and answers cover the most common queries about [RETIRED] AWS Certified Machine Learning Specialty 2026, its coupon code, pricing, and enrollment process.

About the Author

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Andrew Derek

Lead Course Analyst at CoursesWyn with 8+ years of experience evaluating online learning platforms. I've analyzed 500+ Udemy courses and helped thousands of learners choose the right courses for their career goals.

⭐4.8/5 Rating
✓Trusted by 10K+ Students

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