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Amazon Web Services (AWS) - Practical Data Science with Amazon SageMaker (PDSASM)



Only 2 Days



Classroom / Online / Hybrid

Next date

Next date:

27.9.2021 (Monday)


On this accelerated AWS Practical Data Science with Amazon SageMaker (PDSASM) course, you'll learn how to solve a real-world case with Machine Learning (ML) and produce actionable results using Amazon SageMaker.

In just 1 day, you’ll learn the fundamentals of the stages of a typical data science process for ML, from analysing and visualising a dataset, to preparing the data and feature engineering. You’ll also learn practical aspects of model building, training, tuning, and deployment with Amazon SageMaker. You’ll build knowledge on:

  • How to automatically tune a model
  • The deployment/production readiness
  • The relative cost of errors

As an official AWS Training Partner, through Firebrand’s Lecture | Lab | Review methodology, you’ll get access to official courseware, learn from certified instructors, and train in a distraction-free environment.


This course is ideal for:

  • Developers
  • Data Scientists

Four reasons why you should sit your course with Firebrand Training

  1. You'll be trained and certified faster. Learn more on this 2-day accelerated course. You'll get at least 12 hours a day of quality learning time in a distraction-free environment
  2. Your course is all-inclusive. One simple price covers all course materials, exams, accommodation and meals – so you can focus on learning
  3. Pass first time or train again for free. Your expert instructor will deliver our unique accelerated learning methods, allowing you to learn faster and be in the best possible position to pass first time. In the unlikely event that you don't, it's covered by your Certification Guarantee
  4. Study with an award-winning training provider. We've won the Learning and Performance Institute's "Training Company of the Year" three times. Firebrand is your fastest way to learn, with 106967 students saving more than one million hours since 2001


Benefits of Training with Firebrand

  • Two options of training - Residential classroom-based, or online courses
  • A purpose-built training centre – get access to dedicated Pearson VUE Select facilities.
  • Certification Guarantee – pass first time or train again free (just pay for accommodation, exams and incidental costs)
  • Everything you need to certify – you’ll sit your exam at the earliest available opportunity after the course - either immediately after your classroom course, or as soon as there are slots available, if you've taken it online
  • No hidden extras – one cost covers everything you need to certify


  • Module 1: Introduction to Machine Learning
  • Module 2: Introduction to Data Prep and SageMaker
  • Module 3: Problem formulation and Dataset Preparation
  • Module 4: Data Analysis and Visualisation
  • Module 5: Training and Evaluating a Model
  • Module 6: Automatically Tune a Model
  • Module 7: Deployment / Production Readiness
  • Module 8: Relative Cost of Errors
  • Module 9: Amason SageMaker Architecture and features

Exam Track

There is no exam for this accelerated course.

What's Included

Your accelerated course includes:

  • Accommodation *
  • Meals, unlimited snacks, beverages, tea and coffee *
  • On-site exams **
  • Exam vouchers **
  • Practice tests **
  • Certification Guarantee ***
  • Courseware
  • Up-to 12 hours of instructor-led training each day
  • 24-hour lab access
  • Digital courseware **
  • * For residential training only. Doesn't apply for online courses
  • ** Some exceptions apply. Please refer to the Exam Track or speak with our experts
  • *** Pass first time or train again free (just pay for accommodation, exams and incidental costs)


Before attending this accelerated course, AWS recommend you have:

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

Unsure whether you meet the prerequisites? Don’t worry. Your training consultant will discuss your background with you to understand if this course is right for you.


Here's the Firebrand Training review section. Since 2001 we've trained exactly 106967 students and asked them all to review our Accelerated Learning. Currently, 96.66% have said Firebrand exceeded their expectations.

Read reviews from recent accelerated courses below or visit Firebrand Stories for written and video interviews from our alumni.

"Think twice, dont do it."
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"Excellent quality instruction; super intensive pace that will take you back 20 years to University exam cramming. "
Anonymous (20.5.2019 (Monday) to 23.5.2019 (Thursday))

"Brilliant course. Amazon AWS rules the cloud. A great platform for all companies and all requirements. Intense and worth it. Give us great possible..."
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"Fast track to certification."
Anonymous (25.2.2019 (Monday) to 2.3.2019 (Saturday))

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