The Machine Learning Pipeline on AWS (ML-PIPE)

 

Course Overview

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.

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

Preços & Delivery methods

Treinamento online

Duração
4 dias

Preço
  • Solicitar orçamento
Classroom training

Duração
4 dias

Preço
  • Solicitar orçamento

Click on town name or "Online Training" to book Agenda

Guaranteed date:   We 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:   Este é um curso Instructor-Led Online
This is a FLEX course, which is delivered both virtually and in the classroom.

Costa Rica

Treinamento online Fuso horário: America/Costa_Rica Inscrever
Treinamento online Fuso horário: America/Costa_Rica Inscrever
Treinamento online Fuso horário: America/Costa_Rica Inscrever
Treinamento online Fuso horário: America/Costa_Rica Inscrever
Treinamento online Fuso horário: America/Costa_Rica Inscrever
Treinamento online Fuso horário: America/Costa_Rica Inscrever
Treinamento online Fuso horário: America/Costa_Rica Inscrever