The Machine Learning Pipeline on AWS (ML-PIPE)

 

Who should attend

This course is intended for:

  • Developers
  • Solutions Architects
  • Data Engineers
  • Anyone with little to no experience with ML and wants to learn about the ML pipeline using Amazon SageMaker

Certifications

This course is part of the following Certifications:

Prerequisites

We recommend that attendees of this course have:

  • Basic knowledge of Python programming language
  • Basic understanding of AWS Cloud infrastructure (Amazon S3 and Amazon CloudWatch)
  • Basic experience working in a Jupyter notebook environment

Course Objectives

In this course, you will learn to:

  • 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 using 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

Course Content

This course explores how to use the machine learning (ML) pipeline to solve a real business problem in a project-based learning environment. Students will learn about each phase of the pipeline from instructor presentations and demonstrations and then apply that knowledge to complete a project solving one of three business problems: fraud detection, recommendation engines, or flight delays. By the end of the course, students will have successfully built, trained, evaluated, tuned, and deployed an ML model using Amazon SageMaker that solves their selected business problem.

Price & Delivery methods

Online Training

Duration
4 days

Price
  • 2,695.— €
Dates and Booking
Enquire a date
Classroom Training

Duration
4 days

Price
  • The Netherlands: 2,695.— €
  • Belgium: 2,695.— €
Dates and Booking
Enquire a date

Schedule

Fast Lane will carry out all guaranteed training regardless of the number of attendees, exempt from force majeure or other unexpected events, like e.g. accidents or illness of the trainer, which prevent the course from being conducted.
Instructor-led Online Training:   This computer icon in the schedule indicates that this date/time will be conducted as Instructor-Led Online Training.
This is a FLEX course, which is delivered both virtually and in the classroom.

English

Time zone: Central European Time (CET)   ±1 hour

Online Training Time zone: Greenwich Mean Time (GMT)
Online Training Time zone: British Summer Time (BST)
Online Training This is a FLEX course. Time zone: Eastern European Summer Time (EEST)

2 hours difference

Online Training This is a FLEX course. Time zone: Gulf Standard Time (GST)
Online Training This is a FLEX course. Time zone: Eastern European Summer Time (EEST)

6 hours difference

Online Training Time zone: Eastern Standard Time (EST)
Online Training Time zone: Central Daylight Time (CDT)
Online Training Time zone: Eastern Daylight Time (EDT)
Online Training Time zone: Eastern Daylight Time (EDT)

7 hours difference

Online Training Time zone: Central Standard Time (CST)

9 hours difference

Online Training Time zone: Pacific Daylight Time (PDT)
This is a FLEX course, which is delivered both virtually and in the classroom.

Europe

Germany

 Munich This is a FLEX course.   Time zone: Europe/Berlin Enroll:
for online training
for classroom training
Frankfurt This is a FLEX course.   Time zone: Europe/Berlin Enroll:
for online training
for classroom training
Berlin This is a FLEX course.   Time zone: Europe/Berlin Enroll:
for online training
for classroom training
Hamburg This is a FLEX course.   Time zone: Europe/Berlin Enroll:
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for classroom training

Italy

 Rome This is a FLEX course.   Time zone: Europe/Rome Enroll:
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for classroom training
Sesto San Giovanni (MI) This is a FLEX course.   Time zone: Europe/Rome Enroll:
for online training
for classroom training
Sesto San Giovanni (MI) This is a FLEX course.   Time zone: Europe/Rome Enroll:
for online training
for classroom training
Rome This is a FLEX course.   Time zone: Europe/Rome Enroll:
for online training
for classroom training

Switzerland

 Zurich This is a FLEX course.   Time zone: Europe/Zurich Enroll:
for online training
for classroom training
Zurich This is a FLEX course.   Time zone: Europe/Zurich Enroll:
for online training
for classroom training
Zurich This is a FLEX course.   Time zone: Europe/Zurich Enroll:
for online training
for classroom training
Zurich This is a FLEX course.   Time zone: Europe/Zurich Enroll:
for online training
for classroom training