Jeff Palmucci @TripAdvisor discusses managing a #MachineLearning #AI Team

Jeff Palmucci @TripAdvisor discusses managing a #MachineLearning #AI Team

Author: AnalyticsWeek October 11, 2017 Duration: 57:37
The Future of Data Podcast | conversation with leaders, influencers, and change makers in the World of Data & Analytics
Technology
Jeff Palmucci / @TripAdvisor talk about building a Machine Learning Team and shared some best practices for running a data-driven startup Timeline: 0:29 Jeff's journey. 8:28 Jeff's experience of working in different eras of data science. 10:34 Challenges in working on a futuristic startup. 13:40 Entrepreneurship and ML solutions. 16:42 Putting together a ML team. 20:32 How to chose the right use case to work on? 22:20 Hacks for putting together a group for ML solutions. 24:40 Convincing the leadership of changing the culture. 29:00 Thought process of putting together an ML group. 31:36 How to gauge the right data science candidate? 35:46 Important KPIs to consider while putting together a ML group. 38:30 The merit of shadow groups within a business unit. 41:05 Jeff's key to success. 42:58 How is having a hobby help a data science leader? 45:05 Appifying is good or bad? 52:07 The fear of what ML throws out. 54:09 Jeff's favorite reads. 55:34 Closing remarks. Podcast Link: https://futureofdata.org/jeff-palmucci-tripadvisor-discusses-managing-machinelearning-ai-team/ About Jeff Palmucci: As a serial entrepreneur, Jeff has started several companies. He was VP of Software Development for Optimax Systems, a developer of scheduling systems for manufacturing operations acquired by i2 Technologies. As a Founder and CTO of programmatic hedge fund Percipio Capital Management, he helped lead the company to an acquisition by Link Ventures. Jeff is currently leading the Machine Learning group at Tripadvisor, which does various machine learning projects across the company, including natural language processing, review fraud detection, personalization, information retrieval, and machine vision. Jeff has publications in natural language processing, machine learning, genetic algorithms, expert systems, and programming languages. When Jeff is not writing code, he enjoys going to innumerable rock concerts as a professional photographer. Jeff's Favorite Authors (Genre: Science Fiction): Vernor Vinge http://amzn.to/2ygDPOu Stephen Baxter http://amzn.to/2ygG6cn About #Podcast: #FutureOfData podcast is a conversation starter to bring leaders, influencers, and lead practitioners to discuss their journey to create the data-driven future. Wanna Join? If you or any you know wants to join in, Register your interest @ http://play.analyticsweek.com/guest/ Want to sponsor? Email us @ info@analyticsweek.com Keywords: FutureOfData Data Analytics Leadership Podcast Big Data Strategy

The landscape of data and analytics is shifting faster than ever, driven by the people who build the systems, challenge the norms, and imagine what comes next. The Future of Data Podcast from AnalyticsWeek sits down with those very people for substantive, often unexpected, dialogues. Each episode is a direct conversation with a leader, an influencer, or a change maker who is actively shaping this dynamic world. You’ll hear less from theorists and more from practitioners in the trenches, discussing the real-world implications of new technologies, the evolving ethics of data use, and the practical strategies that separate hype from genuine transformation. This podcast delves into the human stories behind the data stacks, exploring the challenges, failures, and breakthroughs that define modern analytics. It’s a space for nuanced discussion that goes beyond surface-level trends to examine how data is fundamentally altering industries, governance, and our daily lives. Listen for candid insights on building effective teams, navigating the complexities of AI integration, and anticipating what the next decade of innovation might demand from professionals at every level. These are the essential conversations for anyone who needs to understand not just what is happening in data, but why it matters and where we might be headed. Tune in for a thoughtful exploration of the tools, ideas, and individuals charting the course forward.
Author: Language: English Episodes: 96

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The Future of Data Podcast | conversation with leaders, influencers, and change makers in the World of Data & Analytics
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