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What are Diffusion Models?

Analytics Vidhya

This natural process of diffusion, where particles move from areas of high concentration to low concentration, is the inspiration behind diffusion models in machine learning. Just as the […] The post What are Diffusion Models? appeared first on Analytics Vidhya.

Modeling 200
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Is Hallucination in Large Language Models (LLMs) Inevitable?

Analytics Vidhya

Introduction You’ve probably interacted with AI models like ChatGPT, Claude, and Gemini for various tasks – answering questions, generating creative content, or assisting with research. But did you know these are examples of large language models (LLMs)? appeared first on Analytics Vidhya.

Modeling 303
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What are Power BI Semantic Models?

Analytics Vidhya

It is at this juncture that Power BI Semantic Models are useful. They also work in the capacity of […] The post What are Power BI Semantic Models? It may not be easy to incorporate, sort and analyze such information for presentation purposes to be meaningful. appeared first on Analytics Vidhya.

Modeling 258
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ChatGPT-4 vs. Llama 3.1 – Which Model is Better?

Analytics Vidhya

Among the numerous AI language models, two have garnered significant attention: ChatGPT-4 and Llama 3.1. In this blog, we […] The post ChatGPT-4 vs. Llama 3.1 – Which Model is Better? appeared first on Analytics Vidhya.

Modeling 281
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Leading the Development of Profitable and Sustainable Products

Speaker: Jason Tanner

A sustainable business model contains a system of interrelated choices made not once but over time. We’ll explore how to shift from ambiguous descriptions of value to economic modeling of customer benefits to identify value exchange choices that enable a profitable pricing model.

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Try GitHub Models: Test AI Models like GPT-4o and Llama 3.1 for free

Analytics Vidhya

But it […] The post Try GitHub Models: Test AI Models like GPT-4o and Llama 3.1 You want a place where you can not only store your code but also collaborate with others, keep track of changes, and maybe even show off your work to potential employers or developers. That’s where GitHub comes in!

Testing 241
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Why Should You Explore Civitai for Fine-Tuning AI Models?

Analytics Vidhya

Introduction How cool would it be if there was a platform where your creative visions come to life with just a few clicks—a world where you can fine-tune cutting-edge AI models to craft stunning images uniquely yours? appeared first on Analytics Vidhya.

Modeling 241
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Getting Started With Scenario Modeling in Supply Chain Network Design

Let’s explore how you can apply scenario modeling in supply chain network design. To build your supply chain’s agility and responsiveness, you need to look at scenarios more frequently instead of relying on a single plan.

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Best Practices to Model Carbon Costs in Supply Chain Network Design

In this article, we share best practices about modeling carbon costs in network design. Do you want to know the environmental impact of your supply chain and make sustainable decisions?

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Easily Build an Optimization App and Empower Your Data

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. Experience how efficient you can be when you fit your model with actionable data. Don't let uncertainty drive your business.

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New Research: The State of Supply Chain Network Design in 2022

This report explores how the state of supply chain network design has changed – including how the tools, maturity models, and market demands are transforming the network design practice. Advanced analytics & Scenario Modeling. This report is useful if you are interested in: Exploring new network design insights and capabilities.

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The Business Value of MLOps

As machine learning models are put into production and used to make critical business decisions, the primary challenge becomes operation and management of multiple models.

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Supply Chain Network Design: The Ultimate Use Cases eBook

Modeling your base case. Modeling carbon costs. Scenario analysis and optimization defined. Creating a strategic digital twin (digital representation) of your supply chain network. Optimizing your supply chain based on costs and service levels. Dealing with multiple capacity constraints. Network design for risk and resilience.

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How to Use a Semantic Layer to Scale Data & Analytics Across Your Organization

The guide includes a checklist, an assessment, industry-specific use cases, and a data & analytics maturity model and roadmap. Download this guide for practical advice on using a semantic layer to improve data literacy and scale self-service analytics.

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The Essential Supply Chain Network Design Tooling Checklist

Answer 10 relevant questions and find out if your needs qualify for advanced network design & scenario modeling technology. 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.