AWS Certified Machine Learning Specialty 2026 - Hands On! - Free Udemy Course
Feb 1, 2026
💼 Udemy 🕒 15h 👥 126,702 students 🌐 English
$99.99 $9.99
IT & Software AWS Certified Machine Learning - Specialty

AWS Certified Machine Learning Specialty 2026 - Hands On!

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

What you'll learn in this Udemy Course

  • 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

Udemy Coupon Requirements

  • 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 Coupon

Updated for the latest SageMaker features, and Generative AI (LLM's / Bedrock). Happy learning! 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.

Course Comparison

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AWS Certified Machine Learning Specialty 2026 - Hands On!

Current Course

4.6
126,702 15h $9.99 -
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What is AWS Certified Machine Learning Specialty 2026 - Hands On!?

AWS Certified Machine Learning Specialty 2026 - Hands On! is a 15h online course on Udemy taught by Sundog Education by Frank Kane, Stephane Maarek | AWS Certified Cloud Practitioner,Solutions Architect,Developer, Frank Kane, Sundog Education Team. It covers AWS Certified Machine Learning - Specialty and is designed for learners who want to what to expect on the aws certified machine learning specialty exam . With 126,702 students enrolled and a 4.6 star rating, it is one of the top-rated courses in AWS Certified Machine Learning - Specialty on Udemy. Use the coupon above to access it at 90% OFF ($9.99).

About the Instructor

S

Sundog Education by Frank Kane, Stephane Maarek | AWS Certified Cloud Practitioner,Solutions Architect,Developer, Frank Kane, Sundog Education Team

Udemy Instructor · IT & Software Expert

Sundog Education by Frank Kane, Stephane Maarek | AWS Certified Cloud Practitioner,Solutions Architect,Developer, Frank Kane, Sundog Education Team is an expert instructor on Udemy specializing in IT & Software. Their course "AWS Certified Machine Learning Specialty 2026 - Hands On!" has helped 126,702 students master AWS Certified Machine Learning - Specialty with a 4.6 star rating.

Course Information

Platform

Udemy

Instructor

Sundog Education by Frank Kane, Stephane Maarek | AWS Certified Cloud Practitioner,Solutions Architect,Developer, Frank Kane, Sundog Education Team

Duration

15h

Language

English

Category

IT & Software · AWS Certified Machine Learning - Specialty

Rating

4.6 (126,702 enrolled)

Price

$9.99 $99.99 -90%

Last Updated

February 2026

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Frequently Asked Questions

Is there a discount for AWS Certified Machine Learning Specialty 2026 - Hands On!?

Yes! Instead of paying $99.99, you can get AWS Certified Machine Learning Specialty 2026 - Hands On! for just $9.99 with our verified coupon — saving you $90.00 (90% OFF) today.

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How long is AWS Certified Machine Learning Specialty 2026 - Hands On!?

AWS Certified Machine Learning Specialty 2026 - Hands On! is approximately 15h long. Udemy gives you lifetime access so you can learn at your own pace and revisit content anytime.

What will I learn in AWS Certified Machine Learning Specialty 2026 - Hands On!?

In AWS Certified Machine Learning Specialty 2026 - Hands On! by Sundog Education by Frank Kane, Stephane Maarek | AWS Certified Cloud Practitioner,Solutions Architect,Developer, Frank Kane, Sundog Education Team, you will learn: 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 . The course covers AWS Certified Machine Learning - Specialty with 15h of hands-on content.

What is AWS Certified Machine Learning Specialty 2026 - Hands On!?

AWS Certified Machine Learning Specialty 2026 - Hands On! is a 15h online course on Udemy taught by Sundog Education by Frank Kane, Stephane Maarek | AWS Certified Cloud Practitioner,Solutions Architect,Developer, Frank Kane, Sundog Education Team. It covers IT & Software with a 4.6 star rating from 126,702 enrolled students. Use our verified coupon to access it at $9.99 (90% OFF).