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AWS Certified Machine Learning Specialty 2026 - Hands On!

AWS machine learning certification preparation - learn SageMaker, generative AI, data engineering, modeling & more
4.6 ★★★★★125,338 studentsCreated by Sundog Education by Frank Kane, Stephane Maarek | AWS Certified Cloud Practitioner,Solutions Architect,Developer, Frank Kane, Sundog Education TeamLast updated Dec 7, 2025🌐 English

What you'll 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
✓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

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

Description

Frequently Asked Questions

Student Feedback

4.6
★★★★★
Course Rating
75%
15%
5%
5%
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S
Sarah J.
★★★★★2 weeks ago

This course was absolutely amazing! The instructor explained everything clearly and the projects were very helpful.

M
Michael T.
★★★★1 month ago

Great content, highly recommended for beginners. Just wish there were more practice exercises.

D
David K.
★★★★★2 months ago

Best course on this topic I've taken so far. Worth every penny (even better since I got it for free!).

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This course includes:
  • 📺 15h on-demand video
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  • ♾️ Full lifetime access
  • 🏆 Certificate of completion