Optimization Related Topics 
Analytics Vidhya
MAY 15, 2023
Microsoft AI Research has recently introduced a new framework called Automatic Prompt Optimization (APO) to significantly improve the performance of large language models (LLMs). This framework is designed to help users create better prompts with minimal manual intervention & optimize prompt engineering for better results.
Analytics Vidhya
OCTOBER 17, 2022
Where is Optimization used in DS/ML/DL? The post Optimization Essentials for Machine Learning appeared first on Analytics Vidhya. What are Convex […].
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Analytics Vidhya
SEPTEMBER 5, 2022
The post Hyperparameter Optimization Using OptFormer appeared first on Analytics Vidhya. This article was published as a part of the Data Science Blogathon. Source: Canva Introduction Researchers of Google Ai recently introduced […].
Analytics Vidhya
SEPTEMBER 3, 2021
The post Optimize your optimizations using Optuna appeared first on Analytics Vidhya. It is widely and exclusively used by the Kaggle community for the past 2 years and since the platform has such competitiveness, and for it to achieve such domination, […].
Speaker: Alex Jiménez, Managing Principal, Financial Service Consulting for EPAM
Alex Jiménez is here to share his expertise, and will teach you more about: The differences between incremental change and digital transformation Why digital transformation is key to sustained cost optimization Key areas where digital transformation and cost optimization overlap Don't miss this exclusive session!
Analytics Vidhya
OCTOBER 29, 2022
The post AWS Storage: Cost Optimization Principles appeared first on Analytics Vidhya. Organizations are collecting data at an alarming pace to analyze and derive insights for business enhancements. The abundant requirement for data collection made cloud data storage an unavoidable option concerning the […].
Analytics Vidhya
NOVEMBER 1, 2022
Introduction Recently, many researchers have developed an interest in Nature-inspired Optimization Algorithms (NIOAs). The post An Introduction to Nature-inspired Optimization Algorithms (NIOAs) appeared first on Analytics Vidhya. This is because many of life’s challenges have been solved using simulations from life itself.
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Mathematical optimization is a subset of artificial intelligence and a type of prescriptive analytics. What are some of the most common use cases for mathematical optimization across industries? This guide is ideal if you: Are curious about the different application areas for mathematical optimization.
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How are organizations performing on inventory optimization? For instance, inventory optimization is now a strategic priority for 35% of organizations. The technologies in use and the benefits of optimization. How can new technologies help your team improve? Find out in this new research report. Inventory: asset or liability?
Speaker: Gertjan de Lange
If the last few years have illustrated one thing, it’s that modeling techniques, forecasting strategies, and data optimization are imperative for solving complex business problems and weathering uncertainty. Not being able to envision various organizational scenarios means you won't be able to navigate them, leaving you dead in the water.
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Take it now to see how your inventory optimization process scores and benchmark it against peers. Are You Betting on the Right Tools to Succeed in 2021? The 15-question assessment takes only 5 minutes to complete. Responses are aggregated and kept anonymous. We hope it serves as a thought-provoking exercise to improve your approach! -->
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Prescriptive analytics is a type of advanced analytics that optimizes decision-making by providing a recommended action. Supply chain, with its complex planning questions, is typically an area where optimization technology is required. Inventory optimization. Warehouse optimization. Warehouse optimization.
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How much can you save by optimizing your supply chain network? Take our calculator for a spin to see how much you can save per year by optimizing your supply chain network. Our benefits calculator helps you find out. What's the ROI of supply chain network design software? We often get asked this question.
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Explore the most common use cases for network design and optimization software. Scenario analysis and optimization defined. Optimizing your supply chain based on costs and service levels. This eBook shares how supply chain leaders leverage their supply chain design software to tackle a variety of challenges and questions.
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Dedicated supply chain network design software is fuelled by intuitive scenario analysis capabilities on the front end and powerful mathematical optimization on the back end. Answer 10 relevant questions and find out if your needs qualify for advanced network design & scenario modeling technology.
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