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From Theory to Practice: ML Engineering with Santiago Valdarrama

2024-08-26 – 2024-08-26 Meetup Visit website ↗

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Description: Join us for a fireside chat with Santiago Valdarrama, a machine learning engineer, educator, and freelancer, renowned for his hands-on, pragmatic approach to AI and ML. Hugo Bowne-Anderson will host this Outerbounds event, diving into the real-world challenges and opportunities of implementing machine learning at scale. ​ Santiago, creator of a highly acclaimed end-to-end machine learning course, is dedicated to equipping engineers with the practical skills needed to excel in real-world ML environments. His expertise in simplifying complex concepts and preparing students for real-world challenges offers invaluable insights for ML practitioners at all levels.

​Key topics of discussion: ​- Full Machine Learning Lifecycle: How to master the entire process from data collection to deployment and monitoring. - ​ML in Production: Overcoming common pitfalls in deploying machine learning models. - AI/ML Evolution: What sets modern AI approaches apart from traditional ML methods? - ​Freelancing in ML: What does it take to succeed as a freelancer in the machine learning space? - ​Future ML Skills: Which competencies will be critical for ML engineers in the AI-driven future?

​This conversation aims to bridge the gap between academic knowledge and industry application, offering actionable insights on implementing machine learning solutions.

​This fireside chat is relevant for students, practitioners, and leaders in the ML space, providing actionable insights and a realistic perspective on the current and future state of machine learning engineering.

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