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Data Scientists

Go from Data to Decisions


Turn your machine learning predictions into optimized decisions.

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Start Solving a Different Class of Problems

As a data scientist, your curiosity, diligence, and creativity drive you to extract immense value from your data and models. But what if you could generate optimized decision recommendations, based on your predicted future—to directly influencing business decision-making? With Gurobi, you can.

The World’s Leading Enterprises Optimize with Gurobi

Insight for Data Scientists

Explore these specially curated content pieces. 

Resource > Blog
How Well Can an LLM Answer Technical Questions About Gurobi?

Discover how a chatbot can make modeling easier with instant answers to optimization questions about Gurobi.

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Resource > Blog
Unpacking Optimization Basics for Data Scientists

Although mathematical optimization can be a force multiplier for machine learning and data science, there is a general lack of awareness and quite a few misconceptions around what it is and what it can do.

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Resource > Blog
Boosting Mathematical Optimization Performance and Energy Efficiency on the NVIDIA Grace CPU

Discover benchmark results from Gurobi’s recent tests of the NVIDIA Grace CPU, which show improved performance and efficiency.

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Event
AGIFORS 2024 Scheduling & Strategic Planning Conference

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Event
2024 INFORMS Annual Meeting

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Resource > Blog
Experience Gurobi for Yourself

A Gurobi evaluation lays the groundwork for a successful Gurobi deployment.

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Resource > Blog
Enhanced Automation: 5 Ways You Can Promote Seamless DevOps With Gurobi

Learn how you can streamline your software development lifecycle and increase operational efficiency with Gurobi.

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Resource > Blog
Nextmv Gurobi Integration: Build, Test, Deploy Decision Models Using Gurobi and DecisionOps

The Nextmv Gurobi integration accelerates how you run, test, and deploy decision models running Gurobi with Nexmv’s DecisionOps platform.

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Event
Gurobi Days India - Delhi 2024

Gurobi Days India took place in Delhi on August 7 - 8, 2024. We hope you were able to join us and enjoyed the event.

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Event
Gurobi Days Digital 2024

Join us for our Gurobi Days Digital experience on June 25- 26, 2024!

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Open-Source Projects

We believe optimization has the power to make the world a better place. So we’ve created some innovative, open-source tools that help get optimization into more people’s hands—especially those without prior knowledge of optimization and mathematical modeling.

“We’re aiming to connect the world of data science with the world of optimization. With Gurobi, you can take your machine learning ‘black box’ that’s generating your predictions and plug it directly into your optimization model—enabling you to connect your forecasting with optimization.”
Dr. Tobias Achterberg, Vice President of Research and Development, Gurobi Optimization

  • Gurobi Machine Learning

    Gurobi Machine Learning

    With Gurobi Machine Learning—an open-source Python project to embed trained machine learning models directly into Gurobi—data scientists can more easily tap into the power of mathematical optimization.

  • Gurobipy Pandas
  • Gurobi OptiMods
  • Gurobi Machine Learning

    Gurobi Machine Learning

    With Gurobi Machine Learning—an open-source Python project to embed trained machine learning models directly into Gurobi—data scientists can more easily tap into the power of mathematical optimization.

  • Gurobipy Pandas
  • Gurobi OptiMods

Calling all listeners of the Super Data Science podcast!

Did you know Gurobi has a hub with resources curated just for you? Visit gurobi.com/sds to access free learning tools, informative webinars recordings, and even an exclusive optimization game, where you can compete in a private group against other SDS listeners.

Don’t miss out on this opportunity to enhance your optimization skills and connect with your fellow data scientists!

Frequently Asked Questions

  • Prescriptive Analytics

    • What is prescriptive analytics?

      Prescriptive analytics tools like mathematical optimization help you make decisions based on your real-world business goals (“objectives”) and limitations (“constraints.”) This can be especially useful when you’re facing a business problem with multiple, conflicting goals (such as cutting spending while increasing production) and multiple constraints (such as time, distance, product availability).

      Learn more about prescriptive analytics in our article, “What is Prescriptive Analytics?”

    • What is the difference between predictive analytics and prescriptive analytics?

    • What are some examples of prescriptive analytics in the real world?

    • Can I improve my machine learning applications by applying optimization?

    • How can prescriptive and predictive analytics work together?

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