Super Data Science: ML & AI Podcast with Jon Krohn

705: Feeding the World with ML-Powered Precision Agriculture

Aug 15, 2023
Guest
Thomas Jung
Guest
Jeremy Groeteke
Guest
Feroz Sheikh
Join Feroz Sheikh, Jeremy Groeteke, and Thomas Jung from Syngenta Group to explore ML in agriculture. Topics include generative chemistry, designing ML models for farming, and the social impact of data science in agriculture.
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Episode notes
1
Intro
00:00 • 3min
2
Data Science and Machine Learning in Agriculture
03:25 • 13min
3
Evolution from Statistics to Data Science in Computational Agronomy
16:11 • 2min
4
Complexity and Scale in Agricultural Management
18:16 • 12min
5
Leveraging LLMs for Communication in Precision Agriculture
29:49 • 3min
6
Challenges and Innovations in Controlled Experiment Environments
32:36 • 8min
7
Advancing Protein Structure Prediction and Precision Agriculture Through Computational Approaches
40:20 • 13min
8
Advancements in Technology: Leapfrog Effect in Agriculture
53:08 • 22min
9
The Impact of Rising CO2 Levels and Extreme Weather Events on Agriculture
01:15:24 • 11min
10
Exploring ML-Powered Precision Agriculture
01:26:13 • 3min