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The Secret World of AI: What Businesses Are Doing Behind Closed Doors
Manage episode 423500818 series 3521162
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Brad is the Founder & CEO of Jozu and a project lead for the open source http://Kitops.ml project, a toolset designed to increase the speed and safety of building, testing, and managing AI/ML models in production.
This is Brad’s second startup, his first (Codenvy, the market’s first container-based developer environment) was sold to Red Hat in 2017.
In his 25-year career in the developer tools and DevOps software market, he’s been the GM for Amazon’s API Gateway, and built open- and closed-source products that have been leaders in Gartner Magic Quadrants.
In his free time he enjoys cycling, reading, and vintage cars.
What you will learn- Learn the importance of protecting intellectual property and sensitive data in AI.
- Comprehend how AI is less deterministic and more human-like than traditional software.
- Recognize the challenges companies face in integrating AI while keeping their data secure.
- Explore the process and collaboration needed between data scientists and software engineers.
- Examine a real-world example of using AI for inventory management in a global retailer.
- Identify the problem of model drift and how to address it.
- Distinguish between consumer AI applications and enterprise AI needs.
- Appreciate the rapid pace of AI development and its unprecedented nature.
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