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AWS Certified Machine Learning Specialty 2024 – Hands On!

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AWS Certified Machine Learning Specialty 2024 - Hands On!

AWS Certified Machine Learning Specialty 2024 – Hands On! Course

AWS machine learning certification preparation – learn SageMaker, feature engineering, data engineering, modeling & more

This Udemy AWS Certified Machine Learning Specialty 2024 – Hands On! Course created by Stephane Maarek and Frank Kane with 14 hours on-demand video, 1 practice test, 6 articles, 2 downloadable resources and Certificate of completion. This course is structured into the four domains tested by this exam: data engineering, exploratory data analysis, modeling, and machine learning implementation and operations.

Update - 2024Updated for the latest SageMaker features, Generative AI (GPT), and new AWS ML Services. Happy learning!

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
  • L1 and L2 regularization
  • Applying security best practices to machine learning pipelines
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