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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

Classroom Training

Duration 1 day

Schedule

English
Time zone +04
Nov 15, 2020 Online Training
1 hour difference
Nov 15, 2020 Online Training This is an English language FLEX course.
Time zone: UTC+3
May 12, 2021 Online Training This is an English language FLEX course.
Time zone: Eastern European Summer Time (EEST)
Jul 28, 2021 Online Training This is an English language FLEX course.
Time zone: Eastern European Summer Time (EEST)
Oct 13, 2021 Online Training This is an English language FLEX course.
Time zone: Eastern European Summer Time (EEST)
3 hours difference
Nov 13, 2020 Online Training Time zone: Central European Time (CET)
Feb 10, 2021 Online Training This is an English language FLEX course.
Time zone: Central European Time (CET)
Apr 22, 2021 Online Training This is an English language FLEX course.
Time zone: British Summer Time (BST)
Jul 29, 2021 Online Training This is an English language FLEX course.
Time zone: British Summer Time (BST)
Oct 28, 2021 Online Training This is an English language FLEX course.
Time zone: British Summer Time (BST)
4 hours difference
Nov 18, 2020 Online Training Time zone: Greenwich Mean Time (GMT)
Jan 7, 2021 Online Training This is an English language FLEX course.
Time zone: Greenwich Mean Time (GMT)
9 hours difference
Dec 1, 2020 Online Training Time zone: Eastern Standard Time (EST) guaranteed date!
Dec 7, 2020 Online Training Time zone: Eastern Standard Time (EST)
Guaranteed date:   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.
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.
Middle East
United Arab Emirates
Nov 15, 2020 Dubai Course language: English
Saudi Arabia
Nov 15, 2020 Riyadh This is an English language FLEX course.
Time zone: UTC+3
This is a FLEX course, which is delivered both virtually and in the classroom.