Analytics Vidhya

OCTOBER 22, 2024

The rapid advancement of artificial intelligence (AI) has led to a new era of models designed to process and generate data across multiple modalities. These include text, images, audio, and video. These multimodal models are increasingly used in various applications, from content creation to advanced analytics. This article will introduce you to the concept of […] The post 7 Popular Multimodal Models and their Uses appeared first on Analytics Vidhya.

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Artificial Intelligence Artificial Intelligence Analytics Analytics 161

insideBIGDATA

OCTOBER 22, 2024

The team here at insideAI News is deeply entrenched in keeping the pulse of the big data ecosystem of companies from around the globe. We’re in close contact with the movers and shakers making waves in the technology areas of big data, data science, machine learning, AI and deep learning. Our in-box is filled each day with new announcements, commentaries, and insights about what’s driving the success of our industry so we’re in a unique position to publish our quarterly IMPACT 50 List.

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databricks

OCTOBER 22, 2024

Over the years, organizations have amassed a vast amount of unstructured text data—documents, reports, and emails—but extracting meaningful insights has remained a challenge.

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Data Science Dojo

OCTOBER 22, 2024

AI is booming with Large Language Models (LLMs) like GPT-4, which generate impressively human-like text. Yet, they have a big problem: hallucinations. LLMs can confidently produce answers that are completely wrong or made up. This is risky when accuracy matters. But there’s a fix: knowledge graphs. They organize information into connected facts and relationships, giving LLMs a solid factual foundation.

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Many software teams have migrated their testing and production workloads to the cloud, yet development environments often remain tied to outdated local setups, limiting efficiency and growth. This is where Coder comes in. In our 101 Coder webinar, you’ll explore how cloud-based development environments can unlock new levels of productivity. Discover how to transition from local setups to a secure, cloud-powered ecosystem with ease.

Machine Learning Research at Apple

OCTOBER 22, 2024

Large Language Models (LLMs) are regularly updated to enhance performance, typically through changes in data or architecture. Within the update process, developers often prioritize improving overall performance metrics, paying less attention to maintaining compatibility with earlier model versions. Instance-level degradation (instance regression) of performance from one model version to the next can interfere with a user's mental model of the capabilities of a particular language model.

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databricks

OCTOBER 22, 2024

Over the past few months, we’ve been gathering your feedback and focusing on both the quality of Databricks Assistant’s responses and the overall.

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databricks

OCTOBER 22, 2024

Generative AI holds tremendous promise for how organizations unlock value from their data. However, it also comes with a litany of challenges around.

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KDnuggets

OCTOBER 22, 2024

With the development of AI technologies and tools, the best one can do for their career is stay ahead of the game and continue to upskill.

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databricks

OCTOBER 22, 2024

Founded in 2017, Logically is a leader in using AI to augment clients’ intelligence capability. By processing and analyzing vast amounts of data.

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Hacker News

OCTOBER 22, 2024

Arm Holdings Plc is canceling a license that allowed longtime partner Qualcomm Inc. to use Arm intellectual property to design chips, escalating a legal dispute over vital smartphone technology.

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Large enterprises face unique challenges in optimizing their Business Intelligence (BI) output due to the sheer scale and complexity of their operations. Unlike smaller organizations, where basic BI features and simple dashboards might suffice, enterprises must manage vast amounts of data from diverse sources. What are the top modern BI use cases for enterprise businesses to help you get a leg up on the competition?

Business Intelligence

KDnuggets

OCTOBER 22, 2024

Utilize these transformation techniques in your data workflow.

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Hacker News

OCTOBER 22, 2024

Three decades ago, astronomers spotted one of the brightest exploding stars in more than 400 years. Since that first sighting, SN 1987A has continued to fascinate astronomers with its spectacular light show. To commemorate the supernova's 30th anniversary, new observations and a 3-D model are being released.

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Machine Learning Research at Apple

OCTOBER 22, 2024

The goal of aligning language models to human preferences requires data that reveal these preferences. Ideally, time and money can be spent carefully collecting and tailoring bespoke preference data to each downstream application. However, in practice, a select few publicly available preference datasets are often used to train reward models for reinforcement learning from human feedback (RLHF).

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Hacker News

OCTOBER 22, 2024

Facebook parent company Meta Platforms Inc. has removed several accounts across Threads and Instagram that were used to track celebrities’ private jets, including the jet owned by its Chief Executive Officer Mark Zuckerberg, citing a risk of “physical harm.

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Cloud Development Environments (CDEs) are changing how software teams work by moving development to the cloud. Our Cloud Development Environment Adoption Report gathers insights from 223 developers and business leaders, uncovering key trends in CDE adoption. With 66% of large organizations already using CDEs, these platforms are quickly becoming essential to modern development practices.

Machine Learning Research at Apple

OCTOBER 22, 2024

Pretraining robust vision or multimodal foundation models (e.g., CLIP) relies on large-scale datasets that may be noisy, potentially misaligned, and have long-tail distributions. Previous works have shown promising results in augmenting datasets by generating synthetic samples. However, they only support domain-specific ad hoc use cases (e.g., either image or text only, but not both), and are limited in data diversity due to a lack of fine-grained control over the synthesis process.

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Hacker News

OCTOBER 22, 2024

Blair Kamin ended his 28-year run as the Chicago Tribune’s Pulitzer Prize-winning architecture critic with a Jan. 13, 2021 column that concluded: “Imagine Chicago without a full-time skyline watchdog. Schlock developers and hack architects would welcome the lack of scrutiny.

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Dataconomy

OCTOBER 22, 2024

When you delete files on a Windows PC, it will be put into the Recycle Bin folder. Usually, the deleted files will remain for 30 days if you don’t empty it or delete files from Recycle Bin. Thus, many users will try to check the Recycle Bin for lost data. But if your files are permanently deleted, it will bypass the Recycle Bin. At this time, employing free software for data recovery will be a good idea.

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Hacker News

OCTOBER 22, 2024

We’re excited to introduce our new and significantly enhanced JSON data type, purpose-built to deliver high-performance handling of JSON data. Our core engineer, Pavel Kruglov, dives into how we built this feature on top of ClickHouse's columnar storage.

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Speaker: Mike Rizzo, Founder & CEO, MarketingOps.com and Darrell Alfonso, Director of Marketing Strategy and Operations, Indeed.com

Though rarely in the spotlight, marketing operations are the backbone of the efficiency, scalability, and alignment that define top-performing marketing teams. In this exclusive webinar led by industry visionaries Mike Rizzo and Darrell Alfonso, we’re giving marketing operations the recognition they deserve! We will dive into the 7 P Model —a powerful framework designed to assess and optimize your marketing operations function.

Dataconomy

OCTOBER 22, 2024

The world of AI research is in constant flux, with breakthroughs emerging at a dizzying pace. But where are these advancements happening? While universities have traditionally been the hotbed of scientific discovery, a significant shift is underway. Increasingly, big tech companies play a pivotal role in AI research, blurring the lines between academia and industry.

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Hacker News

OCTOBER 22, 2024

Tog’s Paradox (also known as The Complexity Paradox or Tog’s ComplexityParadox) is an observation that products aiming to make a task more efficienttend to inspire new, more complex use cases. It’s one of the key reasons forthe symptom of requirements changing after delivery in enterprise softwareproducts, and for feature creep in consumer products.

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Dataconomy

OCTOBER 22, 2024

The demand for AI medical assistants and scribes has surged over the past year, with startups in the space rapidly growing to help healthcare providers save time on documentation. Now, established players want a piece of the action. Zoom, the most popular video-conferencing platform in the U.S. for telehealth visits, is stepping into the medical AI arena with a partnership with Suki, an AI scribe startup.

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Hacker News

OCTOBER 22, 2024

ISRG has been investing heavily in the Rustls TLS library over the past few years. Our goal is to create a library that is both memory safe and a leader in performance. Back in January of this year we published a post about the start of our performance journey. We've come a long way since then and we're excited to share an update on Rustls performance today.

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Explore how enterprises can enhance developer productivity and onboarding by adopting self-hosted Cloud Development Environments (CDEs). This whitepaper highlights the simplicity and flexibility of cloud-based development over traditional setups, demonstrating how large teams can leverage economies of scale to boost efficiency and developer satisfaction.

Dataconomy

OCTOBER 22, 2024

Apple CEO Tim Cook, in a recent interview, addressed criticisms about the company’s perceived delay in adopting artificial intelligence. Speaking with Ben Cohen of The Wall Street Journal , Cook outlined why Apple has taken its time in rolling out AI features. Apple Intelligence: “Not first, but best” Competitors like Google Gemini and OpenAI’s ChatGPT seem to be speeding ahead in the race for AI dominance.

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Hacker News

OCTOBER 22, 2024

The Japanese word ikigai, which has recently gained attention worldwide and enjoys widespread use, refers to a passion that gives value and joy to life. The author who prompted its craze speaks about the word’s appeal and the effects it has on mental and physical health.

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Flipboard

OCTOBER 22, 2024

If billionaire entrepreneur and investor Mark Cuban was a teenager again, and in need of cash, he'd start one specific side hustle in just three steps.

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Hacker News

OCTOBER 22, 2024

Too much stuff in the periphery of our vision can make it difficult to identify what we’re seeing. Yale researchers now know how that clutter affects the brain.

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Speaker: Jay Allardyce, Deepak Vittal, and Terrence Sheflin

As we look ahead to 2025, business intelligence and data analytics are set to play pivotal roles in shaping success. Organizations are already starting to face a host of transformative trends as the year comes to a close, including the integration of AI in data analytics, an increased emphasis on real-time data insights, and the growing importance of user experience in BI solutions.

Business Intelligence

AWS Machine Learning Blog

OCTOBER 22, 2024

Amazon SageMaker is a cloud-based machine learning (ML) platform within the AWS ecosystem that offers developers a seamless and convenient way to build, train, and deploy ML models. Extensively used by data scientists and ML engineers across various industries, this robust tool provides high availability and uninterrupted access for its users. When working with SageMaker, your environment resides within a SageMaker domain, which encompasses critical components like Amazon Elastic File System (Am

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Hacker News

OCTOBER 22, 2024

A hoard of Norman-era silver coins unearthed five years ago in southwestern England has become Britain’s most valuable treasure find ever, after it was bought for £4.3 million ($5.6 million) by a local heritage trust.

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Tableau

OCTOBER 22, 2024

Danika Harrod October 22, 2024 - 5:46pm Larissa Amoroso Vice President, Tableau Community, Tableau Tableau Academic Ambassador Dr. Mary Dunaway has spent years empowering students and educators with skills such as data visualization. Now, she's taking her passion for data to the global stage, having been awarded a prestigious Fulbright U.S. Scholar Program Award to share her expertise at the University of Eswatini.

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Hacker News

OCTOBER 22, 2024

The **Gaussian distribution**, or **normal distribution** is a key subject in statistics, machine learning, physics, and pretty much any other field that deals with data and probability.

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Speaker: Nikhil Joshi, Founder & President of Snic Solutions

Is your manufacturing operation reaching its efficiency potential? A Manufacturing Execution System (MES) could be the game-changer, helping you reduce waste, cut costs, and lower your carbon footprint. Join Nikhil Joshi, Founder & President of Snic Solutions, in this value-packed webinar as he breaks down how MES can drive operational excellence and sustainability.