Discover this podcast and so much more

Podcasts are free to enjoy without a subscription. We also offer ebooks, audiobooks, and so much more for just $11.99/month.

723: Mathematical Optimization, with Jerry Yurchisin

723: Mathematical Optimization, with Jerry Yurchisin

FromSuper Data Science: ML & AI Podcast with Jon Krohn


723: Mathematical Optimization, with Jerry Yurchisin

FromSuper Data Science: ML & AI Podcast with Jon Krohn

ratings:
Length:
98 minutes
Released:
Oct 17, 2023
Format:
Podcast episode

Description

Mathematical optimization should be known to every data scientist: Jon Krohn speaks to Jerry Yurchisin, Data Science Strategist at Gurobi, the decision-making technology and best-kept secret of 80% of America’s leading enterprises.

This episode is brought to you by the Zerve data science dev environment (https://zerve.ai), the Decision Intelligence Leader, by ODSC (https://odsc.com), the Open Data Science Conference, and by CloudWolf (https://www.cloudwolf.com/sds), the Cloud Skills platform. Interested in sponsoring a SuperDataScience Podcast episode? Visit JonKrohn.com/podcast for sponsorship information.

In this episode you will learn:
• What mathematical optimization is [04:27]
• How Gurobi solver works [29:01]
• How to use Gurobi with Python [36:08]
• Coding and algebra resources [41:14]
• When to use mathematical optimization and machine learning together [54:23]
• Using mathematical optimization in natural language processing [1:01:00]

Additional materials: www.superdatascience.com/723
Released:
Oct 17, 2023
Format:
Podcast episode

Titles in the series (62)

The Super Data Science podcast with Jon Krohn brings you the latest and most important machine learning, artificial intelligence, and broader data-world topics from across both academia and industry. As the quantity of data on our planet doubles every couple of years and this trend is set to continue for decades to come, there's an unprecedented opportunity for you to make an enormous impact in your lifetime. Whether you're curious about getting started in a data career or you're a deep technical expert, whether you'd like to understand what A.I. is or you'd like to integrate more data-driven processes into your business, we have inspiring guests and lighthearted conversation for you to enjoy. We cover tools, techniques, and implementation tricks across data collection, databases, analytics, predictive modeling, visualization, software engineering, real-world applications, and commercialization − everything you need to crush it with data science.