Learning XAI: Explainable Artificial Intelligence

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Created by: Aki Ohashi

Produced in 2019

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Course Description

Now that AI and machine learning are widespread, people are starting to ask, "Is the technology actually making the best decisions? Can AI be trusted? How and where do humans fit in?" Explainable artificial intelligence (XAI) is a solution that increases transparency about how AI systems make decisions and take actions. This course provides a solid introduction of how XAI works and the value it provides to data science-related businesses and initiatives from legal and commercial perspectives. Instructor Aki Ohashi, director of business development for PARC, a Xerox company, bridges the gap between AI's potential and pitfalls, presenting executives, entrepreneurs, managers, and team leaders with exactly what they need to know to stay on top of how AI affects their fields. He uses real-world examples and cases studies to show what XAI is, how it works, how it's being used right now, and where it may have the most impact in the future.

Beginner Level

Time: 1h 14m

Instructor Details

Aki Ohashi

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Aki Ohashi is the director of business development at Palo Alto Research Center (PARC).

At PARC, Aki is responsible for developing and managing client relationships in the Asia Pacific and Australia and New Zealand markets, including all aspects of setting up projects with these partners: from the initial introductory meeting and defining of project deliverables and resources, to contracting and IP term definition. Aki works with all PARC clients in this region, including Sony, Panasonic, JR East, and the Victorian Rail Track Corporation.

Prior to joining PARC, Aki was a partner with the Venture Capital Investment division of ngi group, inc. (formerly Netage, Inc.) in Japan, where he led investments in and served on the boards of internet-related startups in both the US and Japan. Before ngi group, he served as the COO of Tilefile, KK, a Netage-funded internet startup in Japan. At Tilefile, Aki worked on structuring the intellectual property agreements with a sister company in Australia, as well as helping fundraise, manage software development, and execute business and market entry strategies.

Aki has also served in management and IT consulting roles at L.E.K. Consulting and Cognizant Technology Solutions, respectively, where he led client engagements for major corporations in both the US and Japan. He began his career in technology at Mediaplex, Inc. (acquired by ValueClick, Inc.), an internet advertising technology company in S