The Machine Learning Pipeline on AWS

Price
$2,700.00

Duration
4 Days

 

Delivery Methods
Virtual Instructor Led
Private Group

Add Exam Voucher
$300.00

Request More Information
Download Course Details
Course Details Only
Course Details & Schedule
Skip to Class Dates

Course Overview

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.

Course Objectives

  • 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 Should Attend?

    • 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

    United Training is committed to working as a partner with our clients. Choose United Training and take advantage of the following benefits.

    • Robust Public Enrollment Schedule. Enjoy access to hundreds of Guaranteed to Run dates across a diverse catalog of course titles.
    • Private Group Training. Let our world-class instructors come to you to deliver training at your place of business or we can present to your team online using our Virtual Instructor-Led Training platform.
    • Custom Training Solutions. Our subject matter experts can customize the class to specifically address the unique goals of your team.
    • Free Re-Takes. Most completed United Training courses carry our unbeatable Learning Guarantee. This guarantee allows students to repeat most United Training courses, if they are the same version, FREE OF CHARGE, within six months of completion of the courses. Exceptions: Cisco, Citrix, VMware, Red Hat, and courses provided by affiliated 3rd party training providers.

    Course Prerequisites

    There are no prerequisites for this course.

    Agenda

    1 - 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

    2 - Day 2

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

    3 - Day 3

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

    4 - Day 4

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

    Upcoming Class Dates and Times

    May 1, 2, 3, 4
    6:30 AM - 2:30 PM
    ENROLL $2,700.00
    Guaranteed to Run
    Virtual: Online - PST
    Jun 26, 27, 28, 29
    6:30 AM - 2:30 PM
    ENROLL $2,700.00

    Virtual: Online - PST
    Aug 21, 22, 23, 24
    6:30 AM - 2:30 PM
    ENROLL $2,700.00

    Virtual: Online - PST
     

    Do You Have Additional Questions? Please Contact Us Below.

    contact us contact us 
    Contact Us about Starting Your Business Training Strategy with United Training