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The Product Podcast
Hosted by Product School Founder & CEO Carlos Gonzalez de Villaumbrosia, The Product Podcast features candid conversations with product management executives from the world's best tech companies like Google, Meta, Netflix, Airbnb, and Amazon.
New episodes release weekly, unveiling actionable frameworks, unconventional best practices, and real-world examples you can implement immediately.
Perfect for senior product managers, directors, and VPs hungry to build better products, stronger teams, and drive innovation at scale.
The Product Podcast
How to Build Impactful Products Using Machine Learning by LinkedIn PM
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Arpit Dhariwal, Product Manager at LinkedIn
Machine Learning, ML, is a powerful tool for creating dynamic, personalized experiences.
But a truly useful ML-based product cannot be created without the right UX and insightful human intervention to avoid embarrassing mistakes. Power of your product is not the Machine Learning model but how thoughtful you were in creating value and making every interaction useful. While building Smart Replies in LinkedIn Messaging, there were numerous ways where Arpit's team enhanced the product using human intervention and Machine Learning models.