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.
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