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Electric Brain Software Corporation, Canada
Brad is an accomplished machine learning practitioner with a focus on natural language processing and its applications. During his work at Sensibill, SwiftlyAI, Electric Brain, Brad has created a wide-variety of solutions based on data-science and machine learning. He has created algorithms to match resumes to job descriptions, to predict when investors will leave their financial advisor’s, and to decide appropriate responses for chat-bots. He has created algorithms to extract data from receipts, emails, spreadsheets, invoices, financial statements, leases and many other types of documents. With his breadth of experience, Brad brings practical, hands-on tips and advice on how to succeed in applying machine learning to new datasets and problems.
Best Practices for Building AI Datasets
Datasets are the most basic building blocks in AI systems, and the most innovative solutions often require manually collecting and labelling data. Yet most teams put their emphasis on magical models instead of solid, high quality datasets. In this talk, I will discuss many of the best practices for building AI datasets from scratch.