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.

ceny & Delivery methods

Online training
Modality: L

Trwa 4 dni

Cena (excl. tax)
  • Polska: 6.500,– PLN
Rejestracja
Classroom training
Modality: C

Trwa 4 dni

Cena (excl. tax)
  • Polska: 6.500,– PLN
Rejestracja

harmonogram

Angielski

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

Online training Time zone: Central European Summer Time (CEST)
Online training This is a FLEX course. Time zone: Eastern European Time (EET)
Online training This is a FLEX course. Time zone: Central European Summer Time (CEST)
Online training Time zone: British Summer Time (BST)
Online training This is a FLEX course. Time zone: Central European Summer Time (CEST)
Online training Time zone: British Summer Time (BST)
Online training This is a FLEX course. Time zone: Eastern European Summer Time (EEST)
Online training This is a FLEX course. Time zone: Eastern European Time (EET)

2 hours difference

Online training This is a FLEX course. Time zone: Gulf Standard Time (GST)

6 hours difference

Online training Time zone: Central Daylight Time (CDT) gwarantowane!
Online training Time zone: Central Daylight Time (CDT) gwarantowane!
Online training Time zone: Eastern Daylight Time (EDT)
Online training Time zone: Eastern Daylight Time (EDT)
Online training Time zone: Eastern Daylight Time (EDT)
Online training Time zone: Eastern Daylight Time (EDT)
Online training Time zone: Eastern Daylight Time (EDT)
Online training Time zone: Eastern Daylight Time (EDT)
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7 hours difference

Online training Time zone: Central Daylight Time (CDT)
Online training Time zone: Central Daylight Time (CDT)

9 hours difference

Online training Time zone: Pacific Daylight Time (PDT)
Online training Time zone: Pacific Daylight Time (PDT)
Online training Time zone: Pacific Daylight Time (PDT)
Online training Time zone: Pacific Daylight Time (PDT)
Data gwarantowana:   Fast Lane uruchamia wszystkie szkolenia oznaczone jako gwarantowane bez względu na liczbę uczestników. Wyjątek stanowią działania siły wyższej lub innych nieoczekiwane zdarzenia, takie jak np. wypadek lub choroba trenera, które uniemożliwią przeprowadzenie kursu.
Szkolenie Zdalne:   To jest kurs zdalny prowadzony przez instruktora
This is a FLEX course, which is delivered both virtually and in the classroom.

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Szwajcaria

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Basel Enroll
Bern Enroll
Online training This is an Niemiecki language FLEX course.   Time zone: Europe/Zurich Enroll
Basel Enroll
Bern Enroll
Online training This is an Niemiecki language FLEX course.   Time zone: Europe/Zurich Enroll
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Włochy

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Online training This is an Italiano language FLEX course.   Time zone: Europe/Rome Enroll
Online training This is an Italiano language FLEX course.   Time zone: Europe/Rome Enroll
Online training This is an Italiano language FLEX course.   Time zone: Europe/Rome Enroll
This is a FLEX course, which is delivered both virtually and in the classroom.