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Topic Modeling Using Latent Dirichlet Allocation (LDA)

Analytics Vidhya

Introduction The internet is a wealth of knowledge and information, which may confuse readers and make them use more time and energy looking for accurate information about particular areas of interest.

Modeling 273
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AI data readiness: C-suite fantasy, big IT problem

CIO Business Intelligence

Data hygiene, data quality, and data security are all topics that weve been talking about for 20 years, Peterson says. Gen AI uses huge amounts of energy compared to some other AI tools, he notes. The financial services company commissioned the survey because of its own interest in deploying AI tools to serve its customers, he adds.

IT 134
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Sustainability: Real progress but also thorny challenges ahead

CIO Business Intelligence

Over the past several years, organizations across the board have made progress in improving environmental sustainability by reducing greenhouse gas emissions, cutting back on toxic substances, using more earth-friendly packaging, and replacing energy-inefficient infrastructure. So far, however, companies seem to be staying the course.

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Closer to AGI?

O'Reilly on Data

Gigawatt-hours : roughly 1/1000th the energy it takes to run the Large Hadron Collider for a year. And granted, a lot can be done to optimize training (and DeepMind has done a lot of work on models that require less energy). We don’t know how much power it took to train Gato, but GPT-3 required about 1.3 Is that answer a million?

Modeling 364
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Big Data Helps Solar Energy Become Major Cost Saver for Businesses

Smart Data Collective

Many people don’t realize the countless benefits that big data has provided for the solar energy sector. A growing number of solar energy companies are using new advances in data analytics and machine learning to increase the value of their products. We made a similar post about the benefits of big data for renewable energy.

Big Data 135
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Salesforce plans generative AI boost for ESG reporting with Net Zero Cloud

CIO Business Intelligence

It will use a customizable questionnaire to help enterprises gather input from stakeholders and score the results to rank the importance of topics. This is all about allowing companies to identify and prioritize the ESG topics that are most relevant to their specific business model,” Norman said.

Reporting 128
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Moving from Red AI to Green AI, Part 1: How to Save the Environment and Reduce Your Hardware Costs

DataRobot Blog

To illustrate the energy needed in deep learning, let’s make a comparison. However, even if your power is from a renewable source, doing unnecessarily power-consuming model building may lead to you using energy that could have been put to better use elsewhere. Needless to say, anything is green if it is powered by something renewable.