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Digital Twin

Have you guys ever wondered what would happen if an object or any item has a digital twin??? okay first before diving into the above question, first let's know about what digital twin is and how many industries are using it now?? Digital twin is nothing but a virtual representation of a real physical object designed to reflect that physical object accurately. Now, you might be wondering how this digital twin differs from simulation.  In simulation the data is entered manually, where as in digital twin we get the required data from sensors and send the insights we get from digital twin back to the outside source object. Therefore the digital twin is far more accurate than simulation. digital twin gets updated with real data and uses simulation, machine learning to predict the insights. There are different types of Digital twin: Component twins or parts twin: Components are the smallest parts of a functioning component. This component twin is a basic unit of digital twin. parts twins...
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Fleet Management

Have you guys ever wondered what advantages there would be when there exists a management that can efficiently manage a fleet of vehicles for an organisation, no matter how large or small? Then you have to get to know about so-called Fleet Management.  Fleet Management helps us to manage the fleet of vehicles with the help of a centralised software platform where routes in which the vehicles are travelling, fuel consumption, etc. can be monitored to increase productivity, reduce labour and gas costs, locate and track fleet vehicles, improve fleet and driver safety, and optimise cost savings. The objective of this fleet management is to monitor the fleet operations for optimal business performance, ensuring profits. This applies not only to cars, trucks, and vans but also to scooters, motorcycles, golf carts, UTVs, helicopters, aeroplanes, etc. It also refers to all actions that need to be taken to keep all the vehicles running efficiently and within the budget on time. This allows...
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Generative AI

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There has been a lot of buzz going around Generative AI. But what is this so-called Generative AI, and Have you ever wondered why is there a lot of buzz around it?  As we know Generative AI generates content. Generative AI will not just capture data from some web page. It will create its own content according to the prompt it got.  The data it creates can be in any form, it can be text, audio, video, images, etc. Generative AI was introduced long back in chatbots, but it was stateless (will not remember previous conversation). But later with the help of Transformers, Generative Adversarial Networks (GANS), etc, it was developed into an extent where it can remember previous conversation and generate data accordingly in any format. Generally GAN's are used to generate images. Generative AI lacks cognitive thinking, it only gives us the content according to the data it has been trained on. To generate the text we use LLM's (Large Language Models), which are nothing but transforme...
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