Tag: Machine Learning

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Optimizing Costs while Using Large Language Models

Equations Work was an extensive user of BERT(Bidirectional Encoder Representations from Transformers ). Back in 2019, we thought “This was it!” This is the peak of NLP and hence AI. However, in 2022 Equations Work was contracted to create an application for doing “Contract Analysis” using GPT. That was the time we realized that BERT

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ChatGPT: The era of Conversational AI

ChatGPT and its Wonders in the Chatbot world Artificial Intelligence(AI) has a multitude of applications across various fields and domains, be it automation, healthcare, finance, or eCommerce. AI in marketing has helped to re-strategize and re-brand products by predicting customer behavior and improving forecasting accuracy. Today, AI is helping marketers create and tailor marketing content

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Unlocking the Power of Stable Diffusion

Understand what is Stable Diffusion and why more and more organizations have started counting on it.   Stable diffusion is a latent text-to-image diffusion model that is capable of generating photo-realistic images given any text input. It simply translates to a piece of text that can be turned into an image. The length of the

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Uncovering Unintended Consequences of AI

Examining Clinical Decisions and Algorithmic Bias for AI Machine learning systems today are not without bias, and this can affect their performance, especially in the field of medicine, and impact clinical decisions.     AI can be as good as data and based on the people who create data. AI models are trained on pre-set

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What AI Means for Your Business?

Understanding AI: What it means for your business What is Artificial Intelligence? Also known as AI, it imitates human intelligence processes using a machine. These AI systems are known to devour multiple labeled training data. The machine then analyzes its interconnections along with patterns, while using the correlations helpful to predict future states. As AI

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What is Overfitting in Computer Vision

Overfitting: Perception, Detection, and Avoidance when Modelling in Computer Vision Overfitting is one of the developers’ most difficult challenges when working with computer vision and Machine Learning (ML).  Often, ML models are trained on small sets of data, and as a result, they perform exceptionally well on that data set but, in general, may not

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Using AI to optimise your business

A warehouse recently saved time and money by optimizing the way tasks are managed on the floor. The use of computer vision ensured stacks of goods were analyzed and sorted without the need for human intervention. Meanwhile, a large manufacturing unit was able to detect employees not equipped with safety gear without the need for

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Business Process Optimization through Business Analytics

Business growth means an increase in the business process complexity. Sometimes, complexity takes a toll on business efficiency. This is when companies take a strategic approach to identify and eliminate inefficiencies, reduce costs, and thereby, improve business results. Business Process Modelling (BPM) is a well-known discipline in this regard. With the proliferation of the Internet, mobile devices,

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