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Image-to-Image Generation Using depth2img Pre-Trained Models

Analytics Vidhya

Introduction Hugging face has provided different means of carryout image-to-image generation using pre-trained models and other available libraries. This article will generate new images from an input image using UNet2DConditionModel models. The implementation will be based on PyTorch and then the hugging face depth2img.

Modeling 279
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How to Evaluate a Large Language Model (LLM)?

Analytics Vidhya

Introduction With the release of Chatgpt and other Large Language Models (LLMs), there has been a significant increase in the number of models available. Despite this, there is still no fixed or standardized way to evaluate the quality of these Large Language models. New LLMs are being released every other day.

Modeling 298
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Unleash the Power of Prompt Engineering: Supercharge Your Language Models!

Analytics Vidhya

Introduction In today’s digital age, language models have become the cornerstone of countless advancements in natural language processing (NLP) and artificial intelligence (AI). Language models […] The post Unleash the Power of Prompt Engineering: Supercharge Your Language Models!

Modeling 263
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OpenAI’s Groundbreaking Solution: Ensuring AI Models’ Logic and Eliminating Hallucinations

Analytics Vidhya

AI models have advanced significantly, showcasing their ability to perform extraordinary tasks. ” Recognizing the significance of this issue, OpenAI has recently made a groundbreaking discovery that could make AI models more logical. .”

Modeling 222
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Guide to Mathematical Optimization & Modeling

For decades, operations research professionals have been applying mathematical optimization to address challenges in the field of supply chain planning, manufacturing, energy modeling, and logistics.

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The Science of T20 Cricket: Decoding Player Performance with Predictive Modeling

Analytics Vidhya

With franchise leagues like IPL and BBL, teams rely on statistical models and tools for competitive edge. The analysis benefits fantasy […] The post The Science of T20 Cricket: Decoding Player Performance with Predictive Modeling appeared first on Analytics Vidhya.

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Understanding Dimensional Modeling

Analytics Vidhya

This article explains to you the idea […] The post Understanding Dimensional Modeling appeared first on Analytics Vidhya. This data is used by an organization to find valuable insights which help in improving an organization’s growth and strategies and give them an upper hand over its competitors.

Modeling 296
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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.

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Trusted AI 102: A Guide to Building Fair and Unbiased AI Systems

How to choose the appropriate fairness and bias metrics to prioritize for your machine learning models. How to successfully navigate the bias versus accuracy trade-off for final model selection and much more. Download this guide to find out: How to build an end-to-end process of identifying, investigating, and mitigating bias in AI.