AWS Practical Data Science with Amazon SageMaker (PDSASM)

What you'll learn

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.

Audience

This course is ideal for:

Developers
Data Scientists

Curriculum

9 modules

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

Prerequisites

Before attending this accelerated course, AWS recommend you have:

Familiarity with Python programming language
Basic understanding of Machine Learning

Exam info

There is no exam for this accelerated course.

Course Dates

Sorry, there are currently no dates available for this course. Please submit an enquiry and one of our team will contact you about potential future dates or alternative options.

FAQs

4 question

Yes, we do provide courses suitable for beginners. However, Firebrand's accelerated courses aren't easy and it's essential that you are interested and actively pursuing a career in IT.

Traditional training providers usually run their courses from 9am to 5pm. At Firebrand Training we maximise the number of learning hours to minimise the number of training days, so you’ll be back to your job as quickly as possible. You don’t waste time travelling to several courses and finding an exam centre after that.

Firebrand's accelerated courses are constantly reviewed. We ask our delegates for feedback after every course. We are official partners with leading vendors and therefore, we're provided with certification changes and updates, which we can then implement in our course delivery at a very early stage. This feedback is then analysed in view of changes or discrepancies. We will then address the topics mentioned and have a panel of subject matter experts provide us with valuable suggestions for improvement and solutions.

If you need to learn new skills and you want to be able to put them into practice quickly, then Firebrand is the right training company for you.

Our unique accelerated training method means that we are your fastest way to learn. By delivering training for up to 12 hours per day, seven days per week, with exam centres on-site, we ensure that you are trained and certified quicker than anywhere else, having spent less time out of the office away from the day job.

Can't find the answer you're looking for?

Our expert learning advisors are ready to help. Whether you need course recommendations, have technical queries, or want to discuss your learning goals, we're just a message away.

Related courses

All Amazon Web Services (AWS) Courses

Train your team

Since 2001 we've trained 134,561 employees from thousands of large and small organisations, saving them more than one million hours in training time.

Learn More