723: Mathematical Optimization, with Jerry Yurchisin
Update: 2023-10-17
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
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
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