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EVENT DETAILS |
Free online AI tech talk event, Join from anywhere with zoom, Register & attend: https://learn.xnextcon.com/event/eventdetails/W2021011911
Agenda: * pre-event networking (20mins) * community updates, jobs/interns/talents announcements. (5mins) * tech talk & Q&A (45mins) * Raffle for the 5 copies of the OReilly book (Machine Learning Design Patterns, https://www.oreilly.com/library/view/machine-learning-design/9781098115777/)
Abstract: Design patterns capture best practices & solutions to recurring problems. Join us for the tech talks & AMA (Ask Me Anything), by the authors of the newly released OReilly book Machine Learning Design Patterns, covering solutions to common challenges in Data Preparation, Model Building, & MLOps.
Lak, Sara & Michael will introduce three of these tried-and-proven methods to help engineers tackle problems that frequently crop up during the ML process. They will discuss the pattern: a description of the problem, a variety of potential solutions, & recommendations for choosing the best technique for your situation.
Talk #1: Data Representation Design Pattern: Embeddings, by Valliappa Lakshmanan Talk #2: Reproducibility Design Pattern: Model Versioning, by Sara Robinson Talk #3: Problem Representation Design Pattern: Multilabel, by Michael Munn
We will also raffle & give away 5 copies of the book
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