Optimization Essentials for Machine Learning
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 […].
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 […].
Analytics Vidhya
SEPTEMBER 29, 2023
Introduction In deep learning, optimization algorithms are crucial components that help neural networks learn efficiently and converge to optimal solutions. appeared first on Analytics Vidhya.
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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
JUNE 13, 2024
Hyperparameter optimization—adjusting those settings to end up with something that’s not horrible—might be the most important part of it all. Introduction One of the toughest things about making powerful models in machine learning is fiddling with many levels.
Speaker: Yohan Lobo and Dennis Street
From automation to generative AI, learn how to optimize workflows, reclaim valuable time, and attract top-tier talent with cutting-edge technology. Outdated processes and disconnected systems can hold your organization back, but the right technologies can help you streamline operations, boost productivity, and improve client delivery.
Analytics Vidhya
NOVEMBER 14, 2022
The post State Space Search Optimization Using Local Search Algorithms appeared first on Analytics Vidhya. These search strategies compute the path to the goal state from the initial state. A* Search Strategy is one of the best strategies […].
Analytics Vidhya
MAY 2, 2024
One solution is the Odd Ratio […] The post Finetuning Llama 3 with Odds Ratio Preference Optimization appeared first on Analytics Vidhya. However, each step takes a significant amount of time and computing resources.
Speaker: Maher Hanafi, VP of Engineering at Betterworks & Tony Karrer, CTO at Aggregage
He'll delve into the complexities of data collection and management, model selection and optimization, and ensuring security, scalability, and responsible use. . 💡 This new webinar featuring Maher Hanafi, VP of Engineering at Betterworks, will explore a practical framework to transform Generative AI prototypes into impactful products!
Speaker: Claire Grosjean, Global Finance & Operations Executive
Join Claire Grosjean for a dynamic discussion on how finance leaders can leverage data-driven strategies to improve spend visibility, enhance forecasting accuracy, and drive cost optimization without losing sight of the human element that makes financial decision-making effective.
Speaker: Dr. Greg Loughnane and Chris Alexiuk
Register today to save your seat! December 6th, 2023 at 11:00am PST, 2:00pm EST, 7:pm GMT
Speaker: Frank Taliano
Join us as we guide leaders in developing a clear, actionable strategy to harness the power of AI for process optimization, automation of knowledge-based tasks, and tangible operational improvements. For large, complex organizations, legacy systems and siloed processes create friction that AI is uniquely positioned to resolve.
Speaker: Shreya Rajpal, Co-Founder and CEO at Guardrails AI & Travis Addair, Co-Founder and CTO at Predibase
Join Travis Addair, CTO of Predibase, and Shreya Rajpal, Co-Founder and CEO at Guardrails AI, in this exclusive webinar to learn: How guardrails can be used to mitigate risks and enhance the safety and efficiency of LLMs, delving into specific techniques and advanced control mechanisms that enable developers to optimize model performance effectively (..)
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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?
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