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Only 3 days
Classroom / Online / Classroom or Online
19/08/2024 (Monday)
Overview
On this accelerated AWS The Machine Learning Pipeline on AWS course, you’ll learn to solve real-world business problems using the Machine Learning Pipeline.
In just 3 days, you’ll practice using the Machine Learning Pipeline learning best practices for problem-solving using Amazon SageMaker, and be able to:
- Select and justify the appropriate ML approach for a given business problem
- Train, evaluate, deploy, and tune an ML model in Amazon SageMaker
- Describe some of the best practices for designing scalable, cost-optimised, and secure ML pipelines in AWS
There is currently no exam associated with this accelerated course, but it forms part of the following Amazon learning paths:
- Machine Learning Developer
- Machine Learning Data Scientist
- Machine Learning Data Platform Engineer
Firebrand’s Lecture | Lab | Review methodology will allow you to train at twice the speed of traditional training in a distraction-free environment. As an Official AWS Training Partner, you’ll get access to official courseware and learn from certified instructors.
Audience
This course is ideal for anyone who wants to learn about the ML Pipeline using Amazon SageMaker, especially in one of the following job roles:
- Developer
- Solutions architect
- Data engineer
Curriculum
- Module 1: Introduction to Machine Learning and the ML Pipeline
- Module 2: Introduction to Amazon SageMaker
- Module 3: Problem Formulation
- Module 4: Preprocessing
- Module 5: Model Training
- Module 6: Model Evaluation
- Module 7: Feature Engineering and Model Tuning
- Module 8: Deployment
Exam Track
At the end of this accelerated course, you’ll sit the following exam at the Firebrand Training centre, covered by your Certification Guarantee:
The Machine Learning Pipeline on AWS
- Language: English
- Course level: Intermediate
Prerequisites
Before attending this accelerated course, you should have a basic understanding of:
- Python programming language
- Basic understanding of AWS Cloud infrastructure (Amazon S3 and Amazon CloudWatch)
- Basic understanding of working in a Jupyter notebook environment
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. Accommodation is included from the night before the course starts. This 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 as many times as it takes, unlimited for 1 year. Just pay for accommodation, exams, and incidental costs.
Benefits
Seven reasons why you should sit your course with Firebrand Training
- Two options of training. Choose between residential classroom-based, or online courses
- You'll be certified fast. With us, you’ll be trained in record time
- Our course is all-inclusive. A one-off fee covers all course materials, exams**, accommodation* and meals*. No hidden extras.
- Pass the first time or train again for free. This is our guarantee. We’re confident you’ll pass your course the first time. But if not, come back within a year and only pay for accommodation, exams and incidental costs
- You’ll learn more. A day with a traditional training provider generally runs from 9 am – 5 pm, with a nice long break for lunch. With Firebrand Training you’ll get at least 12 hours/day of quality learning time, with your instructor
- You’ll learn faster. Chances are, you’ll have a different learning style to those around you. We combine visual, auditory and tactile styles to deliver the material in a way that ensures you will learn faster and more easily
- You’ll be studying with the best. We’ve been named in the Training Industry’s “Top 20 IT Training Companies of the Year” every year since 2010. As well as winning many more awards, we’ve trained and certified over 135,000 professionals
- For residential training only. Doesn't apply for online courses
** Some exceptions apply. Please refer to the Exam Track or speak with our experts
Think you are ready for the course? Take a FREE practice test to assess your knowledge! Free Practice Test