20min chapter

The MLOps Podcast cover image

🚗 Driving Innovation: Machine Learning in Auto Claims Processing

The MLOps Podcast

CHAPTER

Challenges and Strategies in Auto Claims Processing

The chapter explores the complexities of auto claims processing utilizing computer vision models and classifiers to identify vehicle damage and repair requirements, emphasizing the need for accurate results through model integration. It discusses the integration of deep learning models with rule-based elements and the importance of streamlined production deployment processes from the outset. Additionally, it addresses challenges and solutions in implementing a mono repository, emphasizing consistency, convenience, and gradual integration for successful model deployment.

00:00
Speaker 2
Welcome to the MyBuddy Green Podcast. I'm Jason Wacob, founder and co-CEO of MyBuddy Green, and your host. This episode of the MBG Podcast was made in partnership with Sonos. This time of year is all about making memories with my family, but every memory needs a soundtrack, which is why my Sonos Rome is always grooving in the background. No matter the festivity, this lightweight, ultra-portable speaker keeps my favorite music and podcasts within your shop. This holiday, keep the one who's always in the go, tuned in with the size-defying sound of Sonos Rome. Visit sonos.com to learn more and wrap up your holiday shopping. Hey everyone, just a heads up that we've got a somewhat different episode for you today. We're going to discuss some thought-provoking statistics on issues like mental health, social media, and even dating. Yes, it can be polarizing, but I encourage you to listen with an open mind. I can say that I walked away with valuable insights that changed my perspective on the challenges and opportunities we all face in the 21st century. Scott Galloway is a professor in marketing at NYU Stern School of Business and a serial entrepreneur. He's the best-selling author of Post-Corona, the four and the algebra of happiness. He was served on the board of directors of the New York Times Company, Urban Outfitters, and Berkeley's Hospital of Business. His PropG and Pivot podcast, No Mercy, No Malice Blog, and PropG YouTube channel reach millions. And in 2019, he founded Section 4, an online education platform where working professionals where he teaches business strategy, which you can check out at section4.com. You can find him on Twitter and Instagram, at PropG Galloway. And today, he's here to chat about his new must read book titled, A Drift America in 100 Charts. Scott, welcome. Thanks, Jason. Good to
Speaker 1
be with you.
Speaker 2
So as I mentioned, my wife and I are big fans of your work. We love your latest book. And the book has 100 thought-provoking charts and data points covering everything from business, social issues, relationships, technology, and health. And I'm going to start with one that really stood out to me. It's on water safety. And you say in 2019, the EPA administrator Andrew Wheeler bragged that 92% of water in America was safe, which you point out, leaves us with 8% that is not safe, which means that 26 million Americans would be at risk.

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