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The Machine Learning Pipeline on AWS

  • Tuition USD $2,700 GSA  $2,312.34
  • Reviews star_rate star_rate star_rate star_rate star_half 3061 Ratings
  • Course Code AWS-ML-PL
  • Duration 4 days
  • Available Formats Classroom, Virtual

Prerequisite Courses

Learn how to use the machine learning (ML) pipeline with Amazon SageMaker with hands-on exercises and four days of instruction. You will learn how to frame your business problems as ML problems and use Amazon SageMaker to train, evaluate, tune, and deploy ML models. Hands-on learning is a key component of this course, so you’ll choose a project to work on, and then apply the knowledge and skills you learn to your chosen project in each phase of the pipeline. You’ll have a choice of projects: fraud detection, recommendation engines, or flight delays.

Skills Gained

  • Select and justify the appropriate ML approach for a given business problem
  • Use the ML pipeline to solve a specific business problem
  • Train, evaluate, deploy, and tune an ML model in Amazon SageMaker
  • Describe some of the best practices for designing scalable, cost-optimized, and secure ML pipelines in AWS
  • Apply machine learning to a real-life business problem after the course is complete

Who Can Benefit

  • Developers
  • Solutions architects
  • Data engineers
  • Anyone who wants to learn about the ML pipeline via Amazon SageMaker, even if you have little to no experience with machine learning

Prerequisites

Course Details

Day 1

  • Module 0: Introduction
  • Module 1: Introduction to Machine Learning and the ML Pipeline
  • Module 2: Introduction to Amazon SageMaker
  • Module 3: Problem Formulation

Day 2

  • Module 3: Problem Formulation (continued)
  • Module 4: Preprocessing

Day 3

  • Module 5: Model Training
  • Module 6: Model Evaluation

Day 4

  • Module 7: Feature Engineering and Model Tuning
  • Module 8: Deployment

When does class start/end?

Classes begin promptly at 9:00 am, and typically end at 5:00 pm.

Does the course schedule include a Lunchbreak?

Lunch is normally an hour long and begins at noon. Coffee, tea, hot chocolate and juice are available all day in the kitchen. Fruit, muffins and bagels are served each morning. There are numerous restaurants near each of our centers, and some popular ones are indicated on the Area Map in the Student Welcome Handbooks - these can be picked up in the lobby or requested from one of our ExitCertified staff.

How can someone reach me during class?

If someone should need to contact you while you are in class, please have them call the center telephone number and leave a message with the receptionist.

What languages are used to deliver training?

Most courses are conducted in English, unless otherwise specified. Some courses will have the word "FRENCH" marked in red beside the scheduled date(s) indicating the language of instruction.

What does GTR stand for?

GTR stands for Guaranteed to Run; if you see a course with this status, it means this event is confirmed to run. View our GTR page to see our full list of Guaranteed to Run courses.

Does ExitCertified deliver group training?

Yes, we provide training for groups, individuals and private on sites. View our group training page for more information.

Does ExitCertified deliver group training?

Yes, we provide training for groups, individuals, and private on sites. View our group training page for more information.

Great learning center. My first online class experience -- went better than I anticipated.

I took the fundamental class and passed. This is my second class. So far so good.

I found the instruction to be informative and relevant and the presentation to be well thought out and organized. The lab activities were relevant to the material and helped to tie everything together.

First on-line training opportunity. This is well-done though a bit of a fire-hose treatment for one day.

Great and very intuitive. Better than the traditional hit the wrong button/lose points.

Related Certifications

Authorized training from ExitCertified is created and maintained by the vendor who also creates the certification exams. While it may not be a requirement of certification to attend a vendor-authorized training class, doing so will put you in the best position to successfully complete the related exams. Start training and begin working towards one of the following certifications today.

Specialty
AWS Certified Machine Learning - Specialty

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Follow-on Courses

Browse the suggested follow-on courses below and continue your training journey. We offer training in various learning formats, from instructor-led to virtual, so you can choose what works best for you. Get started by selecting a course to learn more.

4 options available

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  • Jun 22, 2021 Jun 25, 2021 (4 days)
    Location
    iMVP
    Language
    English
    Time
    9:00AM 5:00PM EDT
    Enroll
    Enroll
  • Jul 20, 2021 Jul 23, 2021 (4 days)
    Location
    iMVP
    Language
    English
    Time
    9:00AM 5:00PM PDT
    Enroll
    Enroll
  • Aug 17, 2021 Aug 20, 2021 (4 days)
    Location
    iMVP
    Language
    English
    Time
    9:00AM 5:00PM EDT
    Enroll
    Enroll
  • Sep 7, 2021 Sep 10, 2021 (4 days)
    Location
    iMVP
    Language
    English
    Time
    9:00AM 5:00PM EDT
    Enroll
    Enroll
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