AI FactSheets for Transparency and Governance Course

Cost

FREE

Author

IBM

Duration

Up to 3 Hours

Language

English

Course Description:

To achieve the utmost benefit from AI, you have to build trust in it. The first step to do that is to absorb some facts about a machine learning model. Then, apply the concept of transparency through using some techniques such as AI FactSheets which provides you with a bunch of facts related to a certain AI model or service. You will also be guided through the steps of building an appropriate AI FactSheet to use in a certain case and its other uses as well for different roles to serve in the AI management.

What You Will Learn:

  • AI transparency concept
  • Background knowledge about AI FactSheets
  • How to use AI FactSheets
  • How to apply FactSheet methodologies to achieve AI governance through an interactive demo.

Course Benefits:

  • You can learn anywhere online at your own pace
  • You have the chance to get your knowledge from IBM professional staff members
  • The course is offered in English
  • You won’t blink an eye! To make it more interesting and informative, the course is a combination between recorded videos, interactive demos., and additional resources
  • To make your study plan easier and more organized, the course is divided into 3 modules provided with a summary and a quiz at the end of each module
  • You can ask questions and share your knowledge with others through the IBM community

Eligibility:

No degree is required. However, this course is a part of 3 combined courses including “Reducing Unfair Bias in Machine Learning”, and “IBM AI Explainability 360 for Explainable AI”. So, to get the most out of this course, it is preferable to also register for the other two courses mentioned above. You should also have a basic understanding of AI machine learning workflow, and evaluation metrics.

Demand and Estimated Salaries in the Labor Market:

From a recent analysis by Alekseeva et al. 2019, 2020, it has been found that AI has become very common in the “overall economy and across all industry sectors and occupation groups in the US”. It has also appeared that the demand for AI skills has been rising rapidly according to the posted job vacancies. In addition, according to a recent research by (Felten et al. 2019, Webb 2019), AI technology has had a great effect, especially on jobs that require high skills. Regarding the salaries, and according to Alekseeva et al. (2019), you will gain a higher salary by around 11% if you acquire AI skills compared to other jobs requiring other skills than the AI.

Finally, want to get access to the course? Just fill in the form below for FREE!

An e-mail will be sent to you with the course’s link to register.

Course 2

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