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AWS Sagemaker Course
Model Training and Deployment with AWS SageMaker
Learn how to build, train, and deploy ML models using Amazon SageMaker. Join our AWS Sagemaker Course work with notebooks, preprocess data, fine-tune models, and set up deployments for real-world use.
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Course outline
Industry focussed curriculum designed by experts
Introduction to Amazon SageMaker
7 items
0.37 hr
- Introduction to Amazon SageMaker (Complete) - Duration: TBD
- Feature Store (Complete) - Duration: TBD
- Feature Store Walkthrough - Duration: TBD
- Amazon SageMaker - Workflow Orchestration - Duration: TBD
- Amazon SageMaker Deployment - Duration: TBD
- Amazon SageMaker MLOps Capabilities - Duration: TBD
- Amazon SageMaker MLOps Capabilities Walkthrough - Duration: TBD
AWS Advanced Learning Add-On
2 items
1 hr
- Introduction to Amazon SageMaker
- AWS Foundations: How Amazon SageMaker Can Help
Modeling With AWS Sagemaker
7 items
0.47 hr
- Setting up SageMaker (Complete)
- Data Pre-processing (Complete)
- Training a Decision Tree Model
- Model Tuning
- Evaluating Model Performance
- Model Deployment Part 1
- Model Deployment Part 2
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Taught by top faculty & industry experts
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Apply skills with guided projects and interactive practice exercises
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Guided Projects
Practice Exercises
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Frequently Asked Questions
Who should take this AWS SageMaker model training Course?
The course is perfect for learners who desire to know how Amazon SageMaker facilitates model building and deployment. It can be useful to everyone who wants to develop practical machine learning skills with AWS tools.
What will I learn in this AWS Sagemaker Training Course?
You will learn about SageMaker's functionality through notebooks, training, and hosting. You will also know how to set up the platform, data preparation, model training, fine-tuning, and deploy them for actual utilization.
Does this course include hands-on practice?
Yes, The modules will help you configure SageMaker, perform data and model preparation, verify performance, and deploy. You will follow real steps used in practical ML tasks.
Is this AWS Sagemaker Course useful for someone new to SageMaker?
Yes, The content introduces SageMaker from the ground up and explains each part clearly. You will gain confidence with the platform even if you have never used it before.
Will I learn how SageMaker fits into the ML workflow?
Yes, The material starts by providing background on SageMaker and then describes each component. Even those who have not used the platform before will feel confident with it.