AWS Certified Machine Learning Specialty 2020 - Hands On!

AWS Certified Machine Learning Specialty 2020 - Hands On!

AWS Certified Machine Learning Specialty 2020 - Hands On!
AWS Certified Machine Learning Specialty 2020 - Hands On!, Learn SageMaker, feature engineering, model tuning, and the AWS machine learning ecosystem. Be prepared for the exam!
  • BESTSELLER
  • Created by Sundog Education by Frank Kane, Stephane Maarek | AWS Certified Solutions Architect & Developer, Frank Kane
  • English
  • English [Auto-generated]

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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
  • 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

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