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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

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.

Classroom training
Modality: C

Trwa 4 dni

harmonogram

Angielski
Time zone CET
Online training This is an Angielski language FLEX course.
Time zone: Central European Summer Time (CEST)
Online training This is an Angielski language FLEX course.
Time zone: Central European Summer Time (CEST)
Online training This is an Angielski language FLEX course.
Time zone: Central European Summer Time (CEST)
1 hour difference
Online training This is an Angielski language FLEX course.
Time zone: Eastern European Time (EET)
Online training Time zone: Greenwich Mean Time (GMT)
Online training This is an Angielski language FLEX course.
Time zone: Eastern European Time (EET)
Online training This is an Angielski language FLEX course.
Time zone: British Summer Time (BST)
Online training This is an Angielski language FLEX course.
Time zone: British Summer Time (BST)
Online training This is an Angielski language FLEX course.
Time zone: British Summer Time (BST)
Online training This is an Angielski language FLEX course.
Time zone: Eastern European Summer Time (EEST)
Online training This is an Angielski language FLEX course.
Time zone: British Summer Time (BST)
6 hours difference
Online training Time zone: Eastern Standard Time (EST)
Online training Time zone: Eastern Standard Time (EST)
Online training Time zone: Eastern Standard Time (EST)
Online training Time zone: Eastern Standard Time (EST)
Online training Time zone: Eastern Daylight Time (EDT)
Szkolenie Zdalne:   This is an Instructor-Led Online course
This is a FLEX course, which is delivered both virtually and in the classroom.
Polska

Currently no local training dates available.  For enquiries please write to info@fastlane.pl.

Niemcy
Online training This is an Niemiecki language FLEX course.   Time zone: Europe/Berlin Enroll
Online training This is an Niemiecki language FLEX course.   Time zone: Europe/Berlin Enroll
Online training This is an Niemiecki language FLEX course.   Time zone: Europe/Berlin Enroll
Online training This is an Niemiecki language FLEX course.   Time zone: Europe/Berlin Enroll
Online training This is an Niemiecki language FLEX course.   Time zone: Europe/Berlin Enroll
Online training This is an Niemiecki language FLEX course.   Time zone: Europe/Berlin Enroll
Estonia
Online training This is an Angielski language FLEX course.   Time zone: Europe/Tallinn Język szkolenia: Angielski Enroll
Holandia
Online training This is an Angielski language FLEX course.   Time zone: Europe/Amsterdam Język szkolenia: Angielski Enroll
Online training This is an Angielski language FLEX course.   Time zone: Europe/Amsterdam Język szkolenia: Angielski Enroll
Litwa
Online training This is an Angielski language FLEX course.   Time zone: Europe/Vilnius Język szkolenia: Angielski Enroll
Rumunia
Online training This is an Angielski language FLEX course.   Time zone: Europe/Bucharest Język szkolenia: Angielski Enroll
Słowenia
Online training This is an Angielski language FLEX course.   Time zone: Europe/Ljubljana Język szkolenia: Angielski Enroll
Wielka Brytania
Online training This is an Angielski language FLEX course.   Time zone: Europe/London Enroll
Online training This is an Angielski language FLEX course.   Time zone: Europe/London Enroll
Online training This is an Angielski language FLEX course.   Time zone: Europe/London Enroll
Online training This is an Angielski language FLEX course.   Time zone: Europe/London Enroll
Włochy
milano Enroll
Roma Enroll
milano Enroll
Roma Enroll
milano Enroll
This is a FLEX course, which is delivered both virtually and in the classroom.