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Pioneering Excellence: Honouring Healthcare Trailblazers at the HSJ Digital Awards 2024

Pioneering Excellence: Honouring Healthcare Trailblazers at the HSJ Digital Awards 2024
hsj.co.uk - get the latest breaking news, showbiz & celebrity photos, sport news & rumours, viral videos and top stories from hsj.co.uk Daily Mail and Mail on Sunday newspapers.

United-kingdom , British , Tech-mahindra , Language-processing , Data-saves-lives ,

FinTech Nexus Solutions Introduces Innovative ERP and AI Platform for Financial Operations, By Hari Prasad Josyula

FinTech Nexus Solutions Introduces Innovative ERP and AI Platform for Financial Operations, By Hari Prasad Josyula
saltlakecitysun.com - get the latest breaking news, showbiz & celebrity photos, sport news & rumours, viral videos and top stories from saltlakecitysun.com Daily Mail and Mail on Sunday newspapers.

Hari-prasad-josyula , Financial-technology , Fintech-nexus-solutions , Ibm , Enterprise-resource-planning , Artificial-intelligence , Language-processing , Google-cloud-natural-language , Holder-hari-prasad-josyula , Tech-nexus-solutions ,

Innovations in Legal Tech: Streamlining Processes for Businesses

Innovations in Legal Tech: Streamlining Processes for Businesses
marketbusinessnews.com - get the latest breaking news, showbiz & celebrity photos, sport news & rumours, viral videos and top stories from marketbusinessnews.com Daily Mail and Mail on Sunday newspapers.

Machine-learning-in-legal-research , Cybersecurity-in-legal-tech-solutions , Cloud-technology-advantages-for-legal-firms , Milestones-in-legal-tech-development , Gartner , American-bar-association , Legal-tech , Pro-se , Machine-learning , Legal-document , Language-processing

The Illustrated Word2vec

Discussions:
Hacker News (347 points, 37 comments), Reddit r/MachineLearning (151 points, 19 comments)



Translations: Chinese (Simplified), French, Korean, Portuguese, Russian








“There is in all things a pattern that is part of our universe. It has symmetry, elegance, and grace - those qualities you find always in that which the true artist captures. You can find it in the turning of the seasons, in the way sand trails along a ridge, in the branch clusters of the creosote
bush or the pattern of its leaves.

We try to copy these patterns in our lives and our society,
seeking the rhythms, the dances, the forms that comfort.
Yet, it is possible to see peril in the finding of
ultimate perfection. It is clear that the ultimate
pattern contains it own fixity. In such
perfection, all things move toward death.”
~ Dune (1965)


I find the concept of embeddings to be one of the most fascinating ideas in machine learning. If you’ve ever used Siri, Google Assistant, Alexa, Google Translate, or even smartphone keyboard with next-word prediction, then chances are you’ve benefitted from this idea that has become central to Natural Language Processing models. There has been quite a development over the last couple of decades in using embeddings for neural models (Recent developments include contextualized word embeddings leading to cutting-edge models like BERT and GPT2).



Word2vec is a method to efficiently create word embeddings and has been around since 2013. But in addition to its utility as a word-embedding method, some of its concepts have been shown to be effective in creating recommendation engines and making sense of sequential data even in commercial, non-language tasks. Companies like Airbnb, Alibaba, Spotify, and Anghami have all benefitted from carving out this brilliant piece of machinery from the world of NLP and using it in production to empower a new breed of recommendation engines.

In this post, we’ll go over the concept of embedding, and the mechanics of generating embeddings with word2vec. But let’s start with an example to get familiar with using vectors to represent things. Did you know that a list of five numbers (a vector) can represent so much about your personality?



Russia , China , Portugal , France , French , Chinese , Portuguese , Russian , Google , Hacker-news , Google-assistant

The evolution of AI and what it means for humanity

TAMPA (BLOOM) – Artificial intelligence, or AI, isn’t just a buzzword or a futuristic dream anymore. It’s here, and it’s changing the game in ways we’re just beginning to understand. Many people are scared of how quickly it’s evolving into its current role as a cornerstone of modern technology. AI’s journey is nothing short of […]

United-kingdom , British , Ray-kurzweil , Joe-rogan , Alan-turing , Elon-musk , Salesforce-einstein , Dartmouth-college , Ai-technology , Foundation-for-the , Top-ai-software , Microsoft

AI in Ecommerce: The Future of Online Shopping

AI in e-commerce is changing the game, from picking out the perfect product recommendations to streamlining how shops manage their stock.

Netflix , Customer-service-automation , Ai-technology , Seamless-customer-service , Ibm , Solutions-of-implementing , Artificial-intelligence , Shopping-experiences , Home-depot , Inventory-management , Customer-service

Generative AI in Pharma Market to Exceed USD 2,258.1 Mn by 2033, with 31.2% CAGR | Marketresearch.bi

Marketresearch.biz reports that the Generative AI in Pharma market size is expected to be worth around USD 2258.1 Mn by 2033 from USD 159.9 Mn in 2023, growing at a CAGR of 31.2% during the forecast period from 2024 to 2033.Overview of the Generative AI in Pharma MarketGenerative AI in pharma revolutionizes drug dis...

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Harnessing AI and Machine Learning for Enhanced Safety

"The Industrial Internet of Things (IIoT) serves as the eyes and ears for AI, providing crucial data for identifying dangerous trends and prompting corrective actions," say Arjun...

Indiana , United-states , Health-achievement-recognition-program , Us-bureau-of-labor-statistics , National-safety-council , Indiana-safety , Labor-statistics , Industrial-internet , Natural-language , Language-processing , Putting-iot-data