Overview:
This 10-week course is designed to introduce participants to AWS SageMaker, a fully managed service that provides every developer and data scientist with the ability to build, train, and deploy machine learning models quickly. The course covers the fundamentals of SageMaker, its integrated tools, and advanced functionalities.
What You'll Learn
- Basics of AWS SageMaker and its environment.
- Step-by-step processes for building and deploying machine learning models.
- Techniques for optimizing model performance and scalability.
- How to manage data and utilize SageMaker's built-in algorithms and tools for deep learning.
- Best practices for monitoring and debugging models in SageMaker.