ML-PIPE

Online Training

Duration
4 days

Price (VAT excl.)

2,695.— €

Dates and Booking

Enquire a date

Classroom Training

Duration
4 days

Price (VAT excl.)

The Netherlands: 2,695.— €
Belgium: 2,695.— €

Dates and Booking

Enquire a date

Machine Learning Pipeline on AWS (ML-PIPE)

Who should attend

This course is intended for:

Developers
Solutions Architects
Data Engineers
Anyone with little to no experience with ML and wants to learn about the ML pipeline using Amazon SageMaker

Certifications

This course is part of the following Certifications:

AWS Certified Machine Learning – Specialty

Prerequisites

We recommend that attendees of this course have:

Basic knowledge of Python programming language
Basic understanding of AWS Cloud infrastructure (Amazon S3 and Amazon CloudWatch)
Basic experience working in a Jupyter notebook environment

Course Objectives

In this course, you will learn to:

Select and justify the appropriate ML approach for a given business problem
Use the ML pipeline to solve a specific business problem
Train, evaluate, deploy, and tune an ML model using Amazon SageMaker
Describe some of the best practices for designing scalable, cost-optimized, and secure ML pipelines in AWS
Apply machine learning to a real-life business problem after the course is complete

Course Content

This course explores how to use the machine learning (ML) pipeline to solve a real business problem in a project-based learning environment. Students will learn about each phase of the pipeline from instructor presentations and demonstrations and then apply that knowledge to complete a project solving one of three business problems: fraud detection, recommendation engines, or flight delays. By the end of the course, students will have successfully built, trained, evaluated, tuned, and deployed an ML model using Amazon SageMaker that solves their selected business problem.

Price & Delivery methods

Online Training

Duration
4 days

Price (VAT excl.)

2,695.— €

Dates and Booking

Enquire a date

Classroom Training

Duration
4 days

Price (VAT excl.)

The Netherlands: 2,695.— €
Belgium: 2,695.— €

Dates and Booking

Enquire a 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.

English

Time zone: Central European Summer Time (CEST) ±1 hour

10–07 – 13–07–2023 Online Training Time zone: British Summer Time (BST)

14–08 – 17–08–2023 Online Training This is a FLEX course. Time zone: Central European Summer Time (CEST)

16–10 – 19–10–2023 Online Training Time zone: British Summer Time (BST)

23–10 – 26–10–2023 Online Training This is a FLEX course. Time zone: Eastern European Summer Time (EEST)

13–11 – 16–11–2023 Online Training This is a FLEX course. Time zone: Eastern European Time (EET)

2 hours difference

04–09 – 07–09–2023 Online Training This is a FLEX course. Time zone: Gulf Standard Time (GST)

6 hours difference

06–06 – 09–06–2023 Online Training Time zone: Eastern Daylight Time (EDT) Guaranteed To Run

26–06 – 29–06–2023 Online Training Time zone: Eastern Daylight Time (EDT)

25–07 – 28–07–2023 Online Training Time zone: Eastern Daylight Time (EDT)

22–08 – 25–08–2023 Online Training Time zone: Eastern Daylight Time (EDT)

05–09 – 08–09–2023 Online Training Time zone: Eastern Daylight Time (EDT)

26–09 – 29–09–2023 Online Training Time zone: Eastern Daylight Time (EDT)

17–10 – 20–10–2023 Online Training Time zone: Eastern Daylight Time (EDT)

14–11 – 17–11–2023 Online Training Time zone: Eastern Standard Time (EST)

28–11 – 01–12–2023 Online Training Time zone: Eastern Standard Time (EST)

18–12 – 21–12–2023 Online Training Time zone: Eastern Standard Time (EST)

19–12 – 22–12–2023 Online Training Time zone: Eastern Standard Time (EST)

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7 hours difference

15–08 – 18–08–2023 Online Training Time zone: Central Daylight Time (CDT)

9 hours difference

10–10 – 13–10–2023 Online Training Time zone: Pacific Daylight Time (PDT)

German

Time zone: Central European Summer Time (CEST) ±1 hour

21–08 – 24–08–2023 Online Training This is a FLEX course. Time zone: Central European Summer Time (CEST)

09–10 – 12–10–2023 Online Training This is a FLEX course. Time zone: Central European Summer Time (CEST)

18–12 – 21–12–2023 Online Training This is a FLEX course. Time zone: Central European Time (CET)

Italian

Time zone: Central European Summer Time (CEST) ±1 hour

04–09 – 07–09–2023 Online Training This is a FLEX course. Time zone: Central European Summer Time (CEST)

16–10 – 19–10–2023 Online Training This is a FLEX course. Time zone: Central European Summer Time (CEST)

18–12 – 21–12–2023 Online Training This is a FLEX course. Time zone: Central European Time (CET)

Spanish

4 hours difference

07–11 – 10–11–2023 Online Training Time zone: UTC-3

12–12 – 15–12–2023 Online Training Time zone: UTC-3

5 hours difference

03–07 – 06–07–2023 Online Training Time zone: UTC-3

01–08 – 04–08–2023 Online Training Time zone: UTC-3

04–09 – 07–09–2023 Online Training Time zone: UTC-3

02–10 – 05–10–2023 Online Training Time zone: UTC-3

6 hours difference

03–07 – 06–07–2023 Online Training Time zone: UTC-4

01–08 – 04–08–2023 Online Training Time zone: UTC-4

07–11 – 10–11–2023 Online Training Time zone: UTC-5

07–11 – 10–11–2023 Online Training Time zone: Eastern Standard Time (EST)

12–12 – 15–12–2023 Online Training Time zone: UTC-5

12–12 – 15–12–2023 Online Training Time zone: Eastern Standard Time (EST)

7 hours difference

03–07 – 06–07–2023 Online Training Time zone: UTC-5

03–07 – 06–07–2023 Online Training Time zone: Eastern Standard Time (EST)

03–07 – 06–07–2023 Online Training Time zone: UTC-5

03–07 – 06–07–2023 Online Training Time zone: Central Daylight Time (CDT)

01–08 – 04–08–2023 Online Training Time zone: Central Daylight Time (CDT)

01–08 – 04–08–2023 Online Training Time zone: UTC-5

01–08 – 04–08–2023 Online Training Time zone: Eastern Standard Time (EST)

01–08 – 04–08–2023 Online Training Time zone: UTC-5

04–09 – 07–09–2023 Online Training Time zone: Eastern Standard Time (EST)

04–09 – 07–09–2023 Online Training Time zone: Central Daylight Time (CDT)

02–10 – 05–10–2023 Online Training Time zone: Central Daylight Time (CDT)

02–10 – 05–10–2023 Online Training Time zone: Eastern Standard Time (EST)

07–11 – 10–11–2023 Online Training Time zone: Central Standard Time (CST)

12–12 – 15–12–2023 Online Training Time zone: Central Standard Time (CST)

+ show all dates

8 hours difference

03–07 – 06–07–2023 Online Training Time zone: Central Standard Time (CST)

01–08 – 04–08–2023 Online Training Time zone: Central Standard Time (CST)

04–09 – 07–09–2023 Online Training Time zone: Central Standard Time (CST)

02–10 – 05–10–2023 Online Training Time zone: Central Standard Time (CST)

Portuguese

4 hours difference

07–11 – 10–11–2023 Online Training Time zone: UTC-3

12–12 – 15–12–2023 Online Training Time zone: UTC-3

5 hours difference

13–06 – 16–06–2023 Online Training Time zone: UTC-3 Guaranteed To Run

03–07 – 06–07–2023 Online Training Time zone: UTC-3

01–08 – 04–08–2023 Online Training Time zone: UTC-3

04–09 – 07–09–2023 Online Training Time zone: UTC-3

02–10 – 05–10–2023 Online Training Time zone: UTC-3

Polish

Time zone: Central European Summer Time (CEST) ±1 hour

27–09 – 29–09–2023 Online Training 3 days Time zone: Central European Summer Time (CEST)

This is a FLEX course, which is delivered both virtually and in the classroom.

Europe

Germany

21–08 – 24–08–2023

Online Training This is a FLEX course in German language. Time zone: Europe/Berlin

Enroll

Bulgaria

23–10 – 26–10–2023

Online Training This is a FLEX course in English language. Time zone: Europe/Sofia

Enroll

Italy

04–09 – 07–09–2023	Online Training This is a FLEX course in Italian language. Time zone: Europe/Rome	Enroll
16–10 – 19–10–2023	Online Training This is a FLEX course in Italian language. Time zone: Europe/Rome	Enroll
18–12 – 21–12–2023	Online Training This is a FLEX course in Italian language. Time zone: Europe/Rome	Enroll

North Macedonia

14–08 – 17–08–2023

Online Training This is a FLEX course in English language. Time zone: Europe/Skopje

Enroll

Switzerland

21–08 – 24–08–2023	Basel	Enroll
21–08 – 24–08–2023	Bern	Enroll
21–08 – 24–08–2023	Online Training This is a FLEX course in German language. Time zone: Europe/Zurich	Enroll
09–10 – 12–10–2023	Basel	Enroll
09–10 – 12–10–2023	Bern	Enroll
09–10 – 12–10–2023	Online Training This is a FLEX course in German language. Time zone: Europe/Zurich	Enroll
18–12 – 21–12–2023	Basel	Enroll
18–12 – 21–12–2023	Bern	Enroll
18–12 – 21–12–2023	Online Training This is a FLEX course in German language. Time zone: Europe/Zurich	Enroll

North America

United States

26–06 – 29–06–2023	McLean	Enroll
25–07 – 28–07–2023	San Francisco, CA	Enroll
22–08 – 25–08–2023	McLean	Enroll
26–09 – 29–09–2023	San Francisco, CA	Enroll
17–10 – 20–10–2023	McLean	Enroll
28–11 – 01–12–2023	San Francisco, CA	Enroll
18–12 – 21–12–2023	McLean	Enroll

Middle East

United Arab Emirates

04–09 – 07–09–2023

Online Training This is a FLEX course in English language. Time zone: Asia/Dubai

Enroll

Africa

Egypt

13–11 – 16–11–2023

Online Training This is a FLEX course in English language. Time zone: Africa/Cairo

Enroll