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

Data Science Dojo

While we have talked about the details of a typical transformer architecture, in this blog we will explore the different types of the models. The very common model types under this category include encoder-only, decoder-only, and encoder-decoder transformers. Anomaly detection It is particularly useful for finance companies.

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Accelerating scope 3 emissions accounting: LLMs to the rescue

IBM Journey to AI blog

In simpler terms, these emissions arise from external sources, such as emissions associated with suppliers and customers and are beyond the company’s core operations. A 2022 CDP study found that for companies that report to CDP, emissions occurring in their supply chain represent an average of 11.4x

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A Comprehensive Guide For Text Classification using PySpark MLlib

Towards AI

Problem Statement You are working in a big tech company that wants to analyze their customer’s emotions based on their social media content so as to take appropriate initiatives for their customers. You need to classify between 6 different categories, i.e.,… Read the full blog for free on Medium.

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Harnessing AI and data analytics can make clean energy more viable

IBM Journey to AI blog

To assist utility companies, IBM has created the Clean Electrification Maturity Model (CEMM) in conjunction with the American Productivity & Quality Center (APQC). Companies that harness AI and data analytics can also make clean energy more viable overall by increasing their cost competitiveness over legacy energy sources.

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GDPR compliance checklist

IBM Journey to AI blog

Any company operating in the EU or handling EU residents’ data must adhere to GDPR requirements. Organizations must uphold these rights and principles, but the GDPR leaves some room for each company to decide how. The company regularly monitors the activity of EEA residents, such as by using tracking cookies.

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Build brand loyalty by recommending actions to your users with Amazon Personalize Next Best Action

AWS Machine Learning Blog

You can recommend actions such as enrolling in loyalty programs, signing up for a newsletter or magazine, exploring a new category, downloading an app, and other actions that encourage conversion. User A is a frequent buyer and has shopped mostly in the “Beauty & Grooming” and “Jewelry” categories in the past.

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Allen Institute for AI raises $30M fund for incubator to boost more startups amid AI gold rush

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The second fund for the AI2 Incubator comes at a key moment for the AI sector, as more companies adopt generative AI technology and investors pour billions into nascent startups. “The [Generative AI] era will produce some very special and enduring companies,” Matt McIlwain, managing director at Madrona, wrote in a blog post.

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