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Optimization Essentials for Machine Learning

Analytics Vidhya

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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What is Adam Optimizer?

Analytics Vidhya

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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AWS Storage: Cost Optimization Principles

Analytics Vidhya

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 […].

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Hyperparameter Optimization in Machine Learning Models

Analytics Vidhya

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.

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Maximizing Profit and Productivity: The New Era of AI-Powered Accounting

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 Outdated processes and disconnected systems can hold your organization back, but the right technologies can help you streamline operations, boost productivity, and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.

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State Space Search Optimization Using Local Search Algorithms

Analytics Vidhya

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 […].

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Finetuning Llama 3 with Odds Ratio Preference Optimization

Analytics Vidhya

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.

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Generative AI Deep Dive: Advancing from Proof of Concept to Production

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!

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Data Talks, CFOs Listen: Why Analytics Are Key To Better Spend Management

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.

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LLMs in Production: Tooling, Process, and Team Structure

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

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Automation, Evolved: Your New Playbook for Smarter Knowledge Work

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.

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LLMOps for Your Data: Best Practices to Ensure Safety, Quality, and Cost

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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Common Use Cases for Mathematical Optimization

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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Just In: Inventory Optimization Research

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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How Does Your Inventory Optimization Process Compare to Peers?

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! -->