Kathleen Walch

Managing Partner & Principal Analyst, Cognilytica

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Kathleen Walch, Managing Partner & Principal Analyst, Cognilytica

Kathleen is a serial entrepreneur, savvy marketer, AI and Machine Learning expert, and tech industry connector. She is a principal analyst, managing partner, and founder of Cognilytica, an AI research and advisory firm, and co-host of the popular AI Today podcast.

KEYNOTE: Do we really need more data?

Once upon a time working on artificial intelligence or machine learning meant constantly yearning for data and struggling to find cool problems to work on for which there was some. Now data’s aplenty but that old longing for data seems to have left a deep scar. Will more data by itself make the machine intelligent? What if making AI business-ready for you was altogether different than collecting data? What if it had to do with the (business) questions you ask? That sounds like a conversation worth starting.

Introduced by: Kathleen Walch, Managing Partner & Principal Analyst, Cognilytica

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Meeting the Challenge of Data Privacy & Ethics for AI (Panel)

When using customer data for machine learning models, there are some considerations around data privacy and ethics of data collection, storage, and usage of that data. Companies have long treated data as assets, so it should come as no surprise that they take the use of this data seriously. Organizations are increasingly establishing rigorous governance processes around their data management. This panel will explore how various industries and companies are approaching the challenge of data privacy & ethics for AI.

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Welcome to ML Lifecycle Conference and ‘What is the Machine Learning Lifecycle’?

In this opening session we’ll share some insights into what will be presented throughout the conference, including both live sessions as well as on-demand sessions. We will also answer the question: What is the Machine Learning Lifecycle? And also discuss why is there an event focused entirely around the whole Machine Learning lifecycle, as well as touch upon the five core topics areas of this event

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