AI & Machine learning at windsor university

AI Explainability 360 for Explainable AI and ML Course

Cost

FREE

Author

IBM

Duration

Up to 3 Hours

Language

English

Course Description:

AI has been developed rapidly in a complex manner to an extent that humans cannot grasp every single mechanism AI models use to make certain decisions. However, nothing becomes impossible for a curious learner. To achieve this, you should first get the concept of “Explainability”. And as building trust in AI goes through many steps, one of them is by getting all about the different means through which machine learning models can predict labels and how this process works. This can be achieved through using tools such as “AI Explainability 360” with which you can create explainable machine learning models.

What You Will Learn:

  • Understanding explainability concepts and their importance in AI
  • How to use “AI Explainability 360”
  • How to make models more explainable
  • Various explainability algorithms
  • Applying “AI Explainability 360” on a real case 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, tutorials, 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 will get the course certificate upon completing all the course required activities
  • You can provide your feedback through a survey at the end of the course

Eligibility:

No degree required. However, to get the most out of this course, you should have a basic understanding of data science, machine learning, and Python.

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 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 (#22)

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