Machine Learning - Practical Example

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Type of course:

Digital learning, Lesson

Language:

EN

Duration:

10 minutes

Workload:

2 hours

Proficiency:

Intermediate

Target:

Professionals, Students

In this nugget, an example is given of the implementation of a Machine Learning model applied to a production line simulator developed by and at PBN. The system is given a general overview, the specific situation detailed as well as the encountered problem and the solution, using Machine Learning, is presented to the student.

Learning outcomes

After completing the learning nugget, the trainee is able to recognize a real world application of ML in a manufacturing setting.
The trainee is aware of the link between quality data assurance and the use of an ML algorithm.

Course Content

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Machine Learning - Practical Example 10 Unities | 1 Quiz

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Single module Content

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Machine Learning - Practical Example

Machine Learning - Practical Example

Use Case Domain - Overview of the TLF

Use Case Domain - Summary

Domain Analysis - Normal Functioning of the System

Domain Analysis - Faulty Functioning of the System

Implementation of the ML Model

Implementation of the M.L. Model

Machine Learning - Assessment

Summary and Credits

Topics

Digital Transformation, Internet of Things (IoT), Data Analytics

Provided by

INESC TEC
Pannon Business Network
Institute of Science and Innovation in Mechanical and Industrial Engineering

Content created in 2022

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Course Includes

1 Quiz

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