MLA-C01 lessons
Machine Learning Engineer Associate
Your progress0 of 8 lessons
Start hereData storage, ingestion and Feature Store -
01 Data Preparation for Machine Learning2 lessons · 8 practice questions 0/2
- Data storage, ingestion and Feature StoreFree Lesson · 4 practice questions Not started Read lesson Practice
- Cleaning data, imbalance and biasFree Lesson · 4 practice questions Not started Read lesson Practice
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02 ML Model Development2 lessons · 8 practice questions 0/2
- Choosing SageMaker AI algorithms and approachesFull access Lesson · 4 practice questions Not started Read lesson Practice
- Training, tuning and overfitting in SageMaker AIFull access Lesson · 4 practice questions Not started Read lesson Practice
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03 Deployment and Orchestration of ML Workflows2 lessons · 8 practice questions 0/2
- Choosing a SageMaker AI inference optionFull access Lesson · 4 practice questions Not started Read lesson Practice
- SageMaker AI Pipelines, Model Registry and CI/CDFull access Lesson · 4 practice questions Not started Read lesson Practice
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04 ML Solution Monitoring, Maintenance, and Security2 lessons · 8 practice questions 0/2
- Monitoring models, drift and costFull access Lesson · 4 practice questions Not started Read lesson Practice
- Securing ML workloads on AWSFull access Lesson · 4 practice questions Not started Read lesson Practice