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AWS Sagemaker Course

Model Training and Deployment with AWS SageMaker

2 hrs

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.

Model Training and Deployment with AWS SageMaker

2 hrs
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About this course

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 videos

In this module, you will explore the foundational concepts of Amazon SageMaker, including its workflow and deployment capabilities.

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
Preview module

AWS Advanced Learning Add-On

2 videos

In this module, you'll learn about Amazon SageMaker, focusing on its three key parts: notebooks, training, and hosting. Here, you will explore how Amazon SageMaker is used in the ML process and data formats that Amazon SageMaker works with and how to use Amazon SageMaker to teach, test, and automatically adjust a model.

2 items

1 hr

  • Introduction to Amazon SageMaker
  • AWS Foundations: How Amazon SageMaker Can Help

Modeling With AWS Sagemaker

7 videos

In this module, you will learn to set up SageMaker, data preprocessing, and then train and fine-tune the model. You will also explore evaluating performance and deploying the model.

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

Get access to the complete curriculum with your free trial

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Model Training and Deployment with AWS SageMaker

2 hrs

Model Training and Deployment with AWS SageMaker

2 hrs
Start 7-Day Free Trial Subscribe To Pro+ • $25/Month
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Get course + certificate with Pro+ subscription

Our Learners Experience

    Reviewer Profile
    Naman Chouhan

    5.0

    ★★★★ ★
    An Absolutely Mind-Blowing course to the Future with Gen AI!
    Exceptional course! It brilliantly demystifies Gen AI with clear explanations and practical projects. The hands-on approach built real confidence. Worth every penny and highly recommended for anyone curious about AI.
    Read more
    Reviewer Profile
    Parveen Kumar

    5.0

    ★★★★ ★
    The course improved my technical knowledge and gave me a strong foundation in networking concepts.
    Course was very informative and well-structured. The concepts such as OSI model, TCP/IP, IP addressing, routing, and network protocols were explained clearly with good examples. The practical demonstrations and diagrams helped in understanding the real-time working of networks. Overall, the course improved my technical knowledge and gave me a strong foundation in networking concepts.
    Read more
    Reviewer Profile
    Raaj Rane

    4.0

    ★★★ ★ ☆
    Data visualization with PowerBI
    Really good depth to the topic. Got an opportunity to learn a lot. Maybe add the exact excel data sheet as the one that is being used as the instructor so we can understand even better.
    Read more
    Reviewer Profile
    Advait Shirodkar

    5.0

    ★★★★ ★
    Master Data Analytics in Excel
    Course had a good structure and focused on fundamentals and practical applications.
    Read more
    Reviewer Profile
    Sanika Todkari

    5.0

    ★★★★ ★
    Strong Foundation
    This course provided a strong understanding of core Android development concepts. The modules were well-organized, and the instructor explained topics like activities, layouts, intents, and APIs very clearly. The practical assignments and demonstrations helped me build confidence in creating Android applications. Overall, it was a valuable and well-designed learning experience.
    Read more
    Reviewer Profile
    Dharani Priya G

    5.0

    ★★★★ ★
    I really enjoyed this course!
    The lessons were clear, beginner-friendly, and well-structured. The practical hands-on exercises helped me understand how to craft effective prompts and avoid common mistakes. The examples, refined prompts, and advanced prompt techniques were especially useful. A great starting point for anyone interested in Generative AI and ChatGPT.
    Read more
    Reviewer Profile
    Anujkumar singh

    4.0

    ★★★ ★ ☆
    The topic was explained in depth
    This course is trending and helps many to enter into AI and analytics
    Read more
    Reviewer Profile
    Aiman Shaikh

    5.0

    ★★★★ ★
    Mastering digital marketing
    It's really amazing i easily understand this course with the help of great learning and great couches amazing team thank you so much for helping me to learn this course.
    Read more
    Reviewer Profile
    Minal

    5.0

    ★★★★ ★
    Excellent Course for Beginners
    This online course exceeded my expectations. The content was detailed yet easy to understand, and the instructor used real-world examples to make concepts relatable. The platform was user-friendly, and each module was organized logically. The quizzes and case studies helped test my understanding. I would recommend this course to anyone looking to upskil
    Read more
    Reviewer Profile
    Nandana Raveendran

    5.0

    ★★★★ ★
    Data visualization using Tableau
    This course was easy to understand and well structured. I especially liked the practical explanations, quizzes, and tools used to explain data visualization concepts. It helped me gain basic confidence in Tableau and understand how to create effective dashboards. A good course for beginners.
    Read more

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.

Does the AWS Sagemaker Online Course include information about deployment?

Yes, You will be introduced to deploying a trained model on SageMaker and to the process of hosting a real application.



What will this AWS SageMaker model training Course do to assist me in my career?

The practical skills you will have are in developing, training, and deploying models using a widely adopted cloud tool. The skills can be used in areas of machine learning, data science, and cloud technology.

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