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Practical Data Science with Amazon SageMaker (PDSASM)

 

Who should attend

  • Developers
  • Data Scientists

Prerequisites

  • Familiarity with Python programming language
  • Basic understanding of Machine Learning

Course Objectives

  • Prepare a dataset for training
  • Train and evaluate a Machine Learning model
  • Automatically tune a Machine Learning model
  • Prepare a Machine Learning model for production
  • Think critically about Machine Learning model results

Course Content

In this intermediate-level course, individuals learn how to solve a real-world use case with Machine Learning (ML) and produce actionable results using Amazon SageMaker. This course walks through the stages of a typical data science process for Machine Learning from analyzing and visualizing a dataset to preparing the data, and feature engineering. Individuals will also learn practical aspects of model building, training, tuning, and deployment with Amazon SageMaker. Real life use cases include customer retention analysis to inform customer loyalty programs.

Online Training

Duration 1 day

Price (excl. tax)
  • 750.- €
Digital courseware

Courseware language: English

Classroom Training

Duration 1 day

Price (excl. tax)
  • Germany: 750.- €
  • Switzerland: CHF 900.-
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

Courseware language: English

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.
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. All FLEX courses are also Instructor-led Online Trainings (ILO).
English
Time zone CEST
21/08/2020 Online Training Time zone: CEST guaranteed date!
07/09/2020 Online Training Time zone: CEST
13/11/2020 Online Training Time zone: CET
1 hour difference
18/09/2020 Online Training Time zone: EEST
18/11/2020 Online Training Time zone: GMT
07/01/2021 Online Training This is an English language FLEX course.
Time zone: GMT
22/04/2021 Online Training This is an English language FLEX course.
Time zone: BST
29/07/2021 Online Training This is an English language FLEX course.
Time zone: BST
28/10/2021 Online Training This is an English language FLEX course.
Time zone: BST
6 hours difference
30/10/2020 Online Training Time zone: EST
07/12/2020 Online Training Time zone: EST
This is a FLEX course, which is delivered both virtually and in the classroom. All FLEX courses are also Instructor-led Online Trainings (ILO).
Germany
12/10/2020 Hamburg
07/12/2020 Stuttgart
FLEX & Online Training

Please see below our alternative, English language, FLEX course options.

07/01/2021 London, City This is an English language FLEX course.
Time zone: GMT
Switzerland
09/11/2020 Basel
09/11/2020 Bern
09/11/2020 Zurich