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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.

Online Training

Duration 4 days

Price (excl. VAT)
  • CHF 3,600.-
Digital courseware
Classroom Training

Duration 4 days

Price (excl. VAT)
  • Switzerland: CHF 3,600.-
incl. catering
Catering includes:

  • Coffee, Tea, Juice, Water, Soft drinks
  • Pastry and Sweets
  • Fresh fruits
  • Lunch in a nearby restaurant

* Catering information only valid for courses delivered by Fast Lane.


Digital courseware

Schedule

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. Please note, local pricing is applicable.
English
Time zone CET
Online Training This is an English language FLEX course.
Time zone: Central European Summer Time (CEST)
Online Training This is an English language FLEX course.
Time zone: Central European Summer Time (CEST)
Online Training This is an English language FLEX course.
Time zone: Central European Summer Time (CEST)
1 hour difference
Online Training Time zone: Eastern European Time (EET)
Online Training Time zone: British Summer Time (BST)
Online Training Time zone: British Summer Time (BST)
Online Training This is an English language FLEX course.
Time zone: British Summer Time (BST)
Online Training This is an English language FLEX course.
Time zone: Eastern European Summer Time (EEST)
Online Training This is an English language FLEX course.
Time zone: British Summer Time (BST)
Online Training This is an English language FLEX course.
Time zone: Eastern European Time (EET)
Amazon Partner Network authorized members qualify for up to 60% discount on this course. Contact aws@fastlane.si for your quote.
6 hours difference
Online Training Time zone: Eastern Standard Time (EST)
Online Training Time zone: Eastern Daylight Time (EDT)
This is a FLEX course, which is delivered both virtually and in the classroom. Please note, local pricing is applicable.
Switzerland

Currently there are no local training dates scheduled.  For enquiries please write to info@flane.ch.

Germany
Munich This is an English language FLEX course.
Time zone: Central European Summer Time (CEST)
Düsseldorf This is an English language FLEX course.
Time zone: Central European Summer Time (CEST)
Hamburg This is an English language FLEX course.
Time zone: Central European Summer Time (CEST)
Düsseldorf This is an English language FLEX course.
Time zone: Central European Summer Time (CEST)
Frankfurt This is an English language FLEX course.
Time zone: Central European Summer Time (CEST)
Munich This is an English language FLEX course.
Time zone: Central European Summer Time (CEST)
Hamburg This is an English language FLEX course.
Time zone: Central European Summer Time (CEST)
Münster This is an English language FLEX course.
Time zone: Central European Summer Time (CEST)
Berlin This is an English language FLEX course.
Time zone: Central European Time (CET)
Berlin This is an English language FLEX course.
Time zone: Central European Time (CET)