Flipboard

APRIL 13, 2023

Truveta Photos) Healthcare data holds great potential to improve medicine, but mining it is not easy. To get to the gold, Truveta built a large AI-powered model to crunch through medical texts from more than 20,000 clinics and 700 hospitals. The model accomplishes these tasks with greater than 90% accuracy, the company says.

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Large Language Models Big Data AI AI 157

Unite.AI

FEBRUARY 8, 2024

This importance has made object segmentation a consistently hot research topic, with significant work done in areas like instance segmentation, semantic segmentation, and panoptic segmentation. TinySAM uses a full-stage knowledge distillation method with online hard prompts to create a more efficient student model.

Computer Vision 162

Computer Vision Artificial Intelligence Artificial Intelligence 162

Pickl AI

AUGUST 1, 2023

The surge of digitization and its growing penetration across the industry spectrum has increased the relevance of text mining in Data Science. Text mining is primarily a technique in the field of Data Science that encompasses the extraction of meaningful insights and information from unstructured textual data.

Data Analysis 52

Data Analysis Python Categorization Data Mining 52

ODSC - Open Data Science

MARCH 11, 2024

Introducing the Topic Tracks for ODSC East 2024 — Highlighting Gen AI, LLMs, and Responsible AI ODSC East 2024 , coming up this April 23rd to 25th, is fast approaching and this year we will have even more tracks comprising hands-on training sessions, expert-led workshops, and talks from data science innovators and practitioners.

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NVIDIA

NOVEMBER 15, 2023

Like a good judge, large language models ( LLMs ) can respond to a wide variety of human queries. But to deliver authoritative answers that cite sources, the model needs an assistant to do some research. What’s more, the technique can help models clear up ambiguity in a user query. That builds trust.

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ODSC - Open Data Science

JUNE 7, 2023

Max Welling PhD | Distinguished Scientist @ Microsoft Research Dr. Welling is a Professor at the University of Amsterdam and a Distinguished Scientist at Microsoft Research (MSR). She has led the development of the text-mining tools and services currently used in NaCTeM with the aim of providing scalable text-mining services.

Generative AI 52

Generative AI Machine Learning Data Scientist Data Science 52

Flipboard

DECEMBER 17, 2023

Real-World Use and Implications At JLL , we have our own proprietary version of ChatGPT with our own, in-house data that makes it super relevant to our work. We had surveyed one of our large clients to get employee input on moving toward a hybrid workplace model with unassigned workstations.

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Flipboard

JUNE 20, 2023

Numerous fields, including architecture, gaming, virtual reality, and the synthesis of synthetic data, might benefit from this technique. Numerous fields, including architecture, gaming, virtual reality, and the synthesis of synthetic data, might benefit from this technique. What makes it possible?

Auto-complete 106

Auto-complete Generative AI AI Modeling AI Tools 106

ODSC - Open Data Science

JUNE 9, 2023

Topics covered during the event include: Generative Models | Training Techniques | Applications | Interpreting Gen AI | Ethics & Governance | Future Trends Confirmed Speakers We’ve already announced our first group of expert speakers. This year has been dominated by new developments and advances in generative AI. Check them out below.

Generative AI 52

Generative AI Data Science Machine Learning Data Scientist 52

ODSC - Open Data Science

AUGUST 21, 2023

This year we will have even more tracks comprising hands-on training sessions, expert-led workshops, and talks from data science innovators and practitioners. This year we will have even more tracks comprising hands-on training sessions, expert-led workshops, and talks from data science innovators and practitioners.

Data Science 52

Data Science Machine Learning Deep Learning Data Mining 52

LevelAI

JANUARY 29, 2024

This oversight is particularly detrimental in the era of booming SaaS models and fierce e-commerce competition, where retaining and nurturing existing relationships unlocks far greater profit potential than constantly chasing after new ones. They provide quantifiable data and are familiar to both customers and analysts.

Natural Language Processing 52

Natural Language Processing Generative AI Data Mining Machine Learning 52

Google Research AI blog

MAY 25, 2023

Posted by Vincent Cohen-Addad and Alessandro Epasto, Research Scientists, Google Research, Graph Mining team Clustering is a central problem in unsupervised machine learning (ML) with many applications across domains in both industry and academic research more broadly. When clustering is applied to personal data (e.g.,

Algorithm 89

Algorithm Machine Learning ML Responsible AI 89

Towards AI

MAY 12, 2023

Photo by mohamed_hassan on Pixabay The IT business world has been abuzz with controversy related to Large Language Models (LLMs). One of the hot topics is whether GPT-like models can replace humans for data annotation and generation tasks. ChatGPT), and GPT 4 models and labelers from the Toloka crowdsourcing platform (Tolokers).

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Prompt Engineer Prompt Engineering Large Language Models LLM 82

Towards AI

JANUARY 28, 2024

Image by [link] Machine learning, data mining, deep learning, and advanced optimization algorithms all rely heavily on linear algebra. In operations research, Gaussian elimination is used in simplex algorithms to solve optimization problems. First and foremost, I would like to provide motivation.

Machine Learning 97

Machine Learning Deep Learning Algorithm Data Mining 97

Flipboard

JULY 10, 2023

A fuzzy blob coalesces into a molecular model of a protein, its pastel atoms wrapping precisely around its biological target, an immune system modulator. Some of the new protein design tools even are “large language models” like ChatGPT, which creates text from prompts. IPD director David Baker.

Deep Learning 131

Deep Learning Large Language Models AI AI 131

AI News

MAY 15, 2023

We specialise in using emerging state-of-the-art technologies, such as artificial intelligence, big data and blockchain, to solve real business problems. One of the biggest trends is that, while people used to question whether AI, machine learning and data science are the technologies of the future; that’s no longer the question.

ML 265

ML Machine Learning Big Data AI 265

Viso.ai

APRIL 4, 2024

Model drift is an umbrella term encompassing a spectrum of changes that impact machine learning model performance. Two of the most important concepts underlying this area of study are concept drift vs data drift. These phenomena manifest when certain factors alter the statistical properties of model inputs or outputs.

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Data Drift Computer Vision Machine Learning Algorithm 52

LevelAI

JANUARY 29, 2024

Prepare to forget survey fatigue and embrace a future where AI unlocks deeper empathy, real-time feedback transcends mere data points, and actionable insights fuel tangible improvements in customer engagement. Key Focus Areas for CX Leaders: Voice of the customer (VOC) programs are crucial for collecting and analyzing customer feedback.

Generative AI 52

Generative AI Categorization AI AI 52

O'Reilly Media

MARCH 26, 2024

TL;DR LLMs and other GenAI models can reproduce significant chunks of training data. Specific prompts seem to “unlock” training data. Generative AI Has a Plagiarism Problem ChatGPT, for example, doesn’t memorize its training data, per se. This is the basis of The New York Times lawsuit against OpenAI.

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ChatGPT OpenAI Generative AI LLM 110

Heartbeat

OCTOBER 23, 2023

Revolutionizing Healthcare through Data Science and Machine Learning Image by Cai Fang on Unsplash Introduction In the digital transformation era, healthcare is experiencing a paradigm shift driven by integrating data science, machine learning, and information technology.

Data Scientist 52

Data Scientist Machine Learning Big Data Algorithm 52

NVIDIA

JUNE 28, 2023

Spatial finance applications include monitoring assets, modeling energy efficiency , tracking emissions and pollution, detecting illegal mining and deforestation, and analyzing the risks of natural disasters. Or, sensors that analyze heat emissions from buildings could help identify low-emitting businesses for a tax credit.

ESG 52

ESG Deep Learning AI AI 52

Unite.AI

JUNE 19, 2023

Adam Asquini is a Director of Information Management & Data Analytics at KPMG in Edmonton. He is responsible for leading data and advanced analytics projects for KPMG's clients in the prairies. And really, in doing that work, I started to see some of the organizations leveraging data and analytics.

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Generative AI Responsible AI Artificial Intelligence Artificial Intelligence 244

NLP People

APRIL 10, 2019

While ETH does not have a Linguistics department, its Data Analytics Lab , lead by Thomas Hofmann , focuses on topics in machine learning, natural language processing and understanding, data mining and information retrieval. Research foci include Big Data technology, data mining, machine learning, information retrieval and NLP.

NLP 52

NLP Computational Linguistics Natural Language Processing Data Mining 52

ODSC - Open Data Science

APRIL 26, 2023

With that said, let’s take a look at a few specific areas of research that is seeing AI taking the lead. With that said, let’s take a look at a few specific areas of research that is seeing AI taking the lead. One example of this is DeepMind’s AlphaFold which focuses on protein structure prediction.

Natural Language Processing 52

Natural Language Processing Algorithm NLP Machine Learning 52

Viso.ai

FEBRUARY 1, 2024

Tracking experiments is important for iterative model development, the part of the ML project lifecycle where you try many things to get your model performance to the level you need. Viso Suite allows for the control of the complete ML pipeline, including data collection, training, and model evaluation. How does it work?

Machine Learning 52

Machine Learning Metadata Computer Vision ML 52

Heartbeat

FEBRUARY 8, 2023

By enabling robots to comprehend, interpret, and produce natural language, NLP opens up a world of research and application possibilities. Natural Language Processing (NLP) plays a crucial role in advancing research in various fields, such as computational linguistics, computer science, and artificial intelligence.

Natural Language Processing 52

Natural Language Processing NLP Machine Learning Deep Learning 52

Pickl AI

JANUARY 23, 2023

The surge of Data Science across the different industrial domains has made it one of the most powerful technologies. One of the major transformations that Data Science will trigger is its application in the healthcare segment. One of the major transformations that Data Science will trigger is its application in the healthcare segment.

Data Science 52

Data Science Data Scientist Machine Learning Software Development 52

John Snow Labs

MAY 10, 2023

They contain key administrative data like a patient’s medical history, demographics, medications, treatment plans, immunization dates, allergies, laboratory test results, radiology images, etc. Physicians spend a huge amount of time populating EHRs with huge volumes of unstructured patient data.

Natural Language Processing 52

Natural Language Processing NLP Categorization Big Data 52

Pickl AI

MAY 9, 2023

Quantitative Analysts are the professionals who focus on the creation of complex models of computation that helps businesses understand their financial conditions better. These specialists make use of the environmental studies and financial models for examining and evaluating the performances of firms.

Data Mining 52

Data Mining Algorithm Data Analysis Data Scientist 52

NLP People

MAY 18, 2018

The third article of the series covers Germany; see our previous articles about Ireland and France RESEARCH GROUPS AND LABS DFKI Language Technology Lab DFKI Language Technology lab is represented by Berlin LT Lab and the Multilingual Technologies Lab in Saarbrücken.

NLP 52

NLP Computational Linguistics Data Mining Natural Language Processing 52

Dlabs.ai

AUGUST 20, 2020

Artificial intelligence is an area where you must develop your skills regularly. And just like the previous eBook, this one is also updated regularly — but to stay up-to-date with the latest research, you should also subscribe to their newsletter. Here’s a rundown of our favourite free eBooks. Lipton, Mu Li, Alex J.

Artificial Intelligence 52

Artificial Intelligence Artificial Intelligence Neural Network Deep Learning 52

ODSC - Open Data Science

JULY 25, 2023

What Can AI Teach Us About Data Centers? Part 3: Economic, Political, and Environmental Concerns, and New Developments Environmental, political, and economic concerns can easily derail or complicate decisions about how to invest in or use data center technology. My questions are in bold italics, and ChatGPT’s answers follow.

ChatGPT 52

ChatGPT Chatbots Large Language Models AI 52

Jay Alammar

OCTOBER 3, 2022

A few more images in this version) AI image generation is the most recent AI capability blowing people’s minds (mine included). The Components of Stable Diffusion Stable Diffusion is a system made up of several components and models. It is not one monolithic model. This is a gentle introduction to how Stable Diffusion works.

Neural Network 98

Neural Network Explainability Computer Vision BERT 98

PyImageSearch

JANUARY 2, 2023

Computer Vision and Deep Learning for Healthcare Benefits Unlocking Data for Health Research The volume of healthcare-related data is increasing at an exponential rate. COVID-19 has also accelerated the pace of transition to digital health applications, including those that integrate AI.

Computer Vision 52

Computer Vision Deep Learning Neural Network Machine Learning 52

Topbots

OCTOBER 10, 2023

In this article, we will use the mental model shown in Figure 1 to dissect conversational AI applications (cf. Building AI products with a holistic mental model for an introduction to the mental model). Figure 1: Mental model of an AI system (cf. Building AI products with a holistic mental model ) 1.

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Large Language Models Conversational AI UX Design LLM 59

Unite.AI

SEPTEMBER 18, 2023

These privacy protection techniques not only protect the privacy of individuals, but they also guarantee the dependability and security of the data. These privacy protection techniques not only protect the privacy of individuals, but they also guarantee the dependability and security of the data.

Deep Learning 321

Deep Learning Artificial Intelligence Artificial Intelligence AI 321

Unite.AI

JANUARY 16, 2024

Enabling spatial understanding in vision-language learning models remains a core research challenge. Referring enables the model to accurately interpret the semantics of specific regions, while grounding involves using semantic descriptions to localize these regions.

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