Robustness for Neural Networks – ISO/IEC 24029-1:2021 Introduction

On-demand Training Course

Robustness for Neural Networks – ISO/IEC 24029-1:2021 Introduction

等級標準要求期間 2.5 hours

可報名: 線上隨選課程 NT$3000 Book Now

BSI has developed a 2-hour course that explores the importance and impact of implementing robust deep learning systems. We deep dive into the core of the ISO/IEC 24029-1:2021 standard, exploring all its technical parts and actionable contents.

This course aims to give you knowledge of the main technical concepts of ISO/IEC 24029-1:2021, by explaining the different methods—including statistical, formal, and empirical approaches—through which robustness can be assessed, as well as advanced techniques like data perturbation and abstract interpretation.

How will I benefit?

This course will help you:

Build a toolset of methods that can help identifying robustness issues
Understand the different types of data perturbations, and their use in the creation robustness test data sets
Design workflows to detect and address robustness concerns
Take steps to ensure that the assessment of robustness is part of the development and deployment of AI systems involving neural networks

Please Note

The course features interactive elements, knowledge checks, and comprehension tests. While we provide an estimated duration on the website, the actual completion time may vary based on your progress.
You'll have access to this course lasting 90 days from activation, allowing you to revisit and review materials whenever and wherever it suits your schedule.

Upon completion of this course, you will be able to:
- Apply the methods provided by the standard to detect robustness issues arising in the development and deployment of a deep learning system
- Describe the main principles behind data perturbation and abstract interpretation
- Construct protocols to assess robustness of a neural network
- Data Scientists
- Data Analysts
- Data Engineers
- Machine Learning Engineers
- AI architects
1. Once you've completed your registration and payment, you'll receive a system-generated activation email with password set up instructions.
2. The course content can be accessed and reviewed multiple times within 90 days of receiving the activation email.
3. For course-related questions or technical issues, please contact:
- Ms. Maggie Chiang: +886 2 26560333 ext. 139
- Ms. Winnie Tsai: +886 2 26560333 ext. 145
, or email us at Maggie.chiang@bsigroup.com / Winnie.tsai@bsigroup.com
1. BSI reserves the right to make final interpretations of course-related policies.
2. To learn more about our On-Demand Courses, please visit our website.
On completion, you’ll be awarded an internationally recognized BSI training course certificate.
The course assumes that delegates know the basic concepts of AI understand what a neural network is.

We recommend attending the: How to assess robustness of neural networks awareness on-demand training course

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