The MLOps Podcast
The MLOps Podcast
Dean Pleban @ DagsHub
🌲 Machine Learning in Agriculture: Scaling AI for Crop Management with Dror Haor
50 minutes Posted Sep 15, 2024 at 1:00 pm.
Introduction
Production in machine learning at SeeTree
Sensor fusion in machine learning
Balancing accuracy and cost in agriculture
Customizing models for different customers and crops
Dealing with data in different domains
Tools and processes for ML at SeeTree
Building for scale
Collecting user feedback and self-improving products
Exciting developments in ML & AI
Hot takes in ML Overfitting is good
Recommendations for the Audience
0:00
50:46
Download MP3
Show notes
In this episode, Dean speaks with Dror Haor, CTO at SeeTree, about the challenges of deploying AI in agriculture at scale. They explore how SeeTree integrates AI and sensor fusion to manage vast amounts of remote sensing data, helping farmers improve crop yields with high accuracy at low costs. Dror shares insights on handling data drift, customizing models for different regions, and balancing the trade-offs between cost and performance. This conversation dives deep into practical machine learning applications in agriculture, offering valuable lessons for anyone working with large-scale data and AI.
Join our Discord community: https://discord.gg/tEYvqxwhah
---
Timestamps:
āž”ļø Dror Haor on LinkedIn – https://www.linkedin.com/in/dror-haor-phd-77152322/
āž”ļø Dror Haor on Twitter – https://x.com/DrorHaor
🌐 Check Out Our Website! https://dagshub.com
Social Links:
āž”ļø LinkedIn: https://www.linkedin.com/company/dagshub
āž”ļø Twitter: https://x.com/TheRealDAGsHub
āž”ļø Dean Pleban: https://x.com/DeanPlbn