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Transformer models: A guide to understanding different transformer architectures and their uses

Data Science Dojo

These refer to a type of neural network architecture that excels at tasks involving sequences. While we have talked about the details of a typical transformer architecture, in this blog we will explore the different types of the models. This concludes our exploration of architecture-based transformer models.

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What is MobileNetV2? Features, Architecture, Application and More

Analytics Vidhya

This article explores MobileNetV2’s architecture, training methodology, performance assessment, and practical implementation. A lightweight convolutional neural network (CNN) architecture, MobileNetV2, is specifically […] The post What is MobileNetV2? What is MobileNetV2?

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Mastering LeNet: Architectural Insights and Practical Implementation

Analytics Vidhya

This groundbreaking architecture was explicitly crafted to revolutionize the recognition of handwritten and machine-printed characters. Introduction LeNet-5, a pioneering convolutional neural network (CNN) developed by Yann LeCun and his team in the 1990s, was a game-changer in computer vision and deep learning.

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Layers of the Data Platform Architecture

Analytics Vidhya

Overview In this article, I will walk you through the layers of the Data Platform Architecture. The different layers of the data platform architecture that we are […]. The post Layers of the Data Platform Architecture appeared first on Analytics Vidhya.

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Embedding BI: Architectural Considerations and Technical Requirements

Traditional Business Intelligence (BI) aren’t built for modern data platforms and don’t work on modern architectures. Holding onto old BI technology while everything else moves forward is holding back organizations.

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How to Approach CNN Architecture from Scratch?

Analytics Vidhya

Introduction on CNN Architecture Hello, and welcome again to another intriguing subject. The post How to Approach CNN Architecture from Scratch? This article was published as a part of the Data Science Blogathon. Many advanced designs […]. appeared first on Analytics Vidhya.

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NVIDIA GTC Keynote | Blackwell Architecture will Accelerate AI Products in Late 2024

Analytics Vidhya

With over 11,000 attendees and a global audience, the event excited and […] The post NVIDIA GTC Keynote | Blackwell Architecture will Accelerate AI Products in Late 2024 appeared first on Analytics Vidhya.

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Best Practices for Deploying & Scaling Embedded Analytics

Read more about how to simplify the deployment and scalability of your embedded analytics, along with important considerations for your: Environment Architecture: An embedded analytics architecture is very similar to a typical web architecture. Deployment: Benefits and drawbacks of hosting on premises or in the cloud.

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Modern Data Architecture for Embedded Analytics

Every data-driven project calls for a review of your data architecture—and that includes embedded analytics. Before you add new dashboards and reports to your application, you need to evaluate your data architecture with analytics in mind. 9 questions to ask yourself when planning your ideal architecture.