Wed.Jul 31, 2024

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Multimodality in LLMs: Understanding its Power and Impact

Data Science Dojo

With the increasing role of data in today’s digital world, the multimodality of AI tools has become necessary for modern-day businesses. The multimodal AI market size is expected to experience a 36.2% increase by 2031. Hence, it is an important aspect of the digital world. In this blog, we will explore multimodality within the world of large language models (LLMs) and how it impacts enterprises.

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Ingest data from SQL Server, Salesforce, and Workday with LakeFlow Connect

databricks

We’re excited to announce the Public Preview of LakeFlow Connect for SQL Server, Salesforce, and Workday. These ingestion connectors enable simple and efficient.

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Course Launched by ISRO for Data Analytics

Analytics Vidhya

Introduction ISRO has recently started a series of educational programs devoted to providing essential and profound knowledge on data analytical solutions. Among the offered classes, the LiDAR class is quite elaborate, where extant information regarding LiDAR technology and its use in remote sensing is provided. This is a fundamental method of producing accurate maps and […] The post Course Launched by ISRO for Data Analytics appeared first on Analytics Vidhya.

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5 Tips for Improving SQL Query Performance

KDnuggets

If you work in data, you’ll write SQL queries all the time. So how do you write efficient SQL queries that are optimized for performance? This tutorial will help you with just that.

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Optimizing The Modern Developer Experience with Coder

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have migrated their testing and production workloads to the cloud, yet development environments often remain tied to outdated local setups, limiting efficiency and growth.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.

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What is the Positional Encoding Stable Diffusion?

Analytics Vidhya

Introduction Imagine being able to generate stunning, high-quality images from mere text descriptions. That’s the magic of Stable Diffusion, a cutting-edge text-to-image generating model. At the heart of this incredible process lies a crucial component: positional encoding, also known as timestep encoding. In this article, we’ll dive deep into positional encoding, exploring its functions and […] The post What is the Positional Encoding Stable Diffusion?

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Revolutionizing Manufacturing: The AI Impact

insideBIGDATA

In this feature article, Daniel D. Gutierrez, insideAInews Editor-in-Chief & Resident Data Scientist, discusses how AI is revolutionizing the manufacturing industry. It’s an exciting time down on the digital farm, and who knows what the future might bring? We explore the multifaceted impact of AI on manufacturing and how it is reshaping the industry's landscape.

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7 Free Resource to Master LLMs

Machine Learning Mastery

Large Language Models (LLMs) are a hot topic right now, and everyone is getting involved in this new trend. Companies are searching for LLM engineers who can develop and implement AI solutions to optimize their workflow and reduce costs through automation, customer service, recommendations, issue resolution, and debugging. Instead of worrying that AI will take […] The post 7 Free Resource to Master LLMs appeared first on MachineLearningMastery.com.

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Artificial Intelligence for Enhancing Digital Consumer Platforms

Analytics Vidhya

Introduction In the ever-evolving digital market, the competition for providing innovative consumer experiences is more intense than in the past. In this article, I explore how artificial intelligence (AI) can greatly enhance consumer experiences on digital platforms. I detail how effective data strategies and AI processes can be implemented to develop cutting-edge digital interactions that […] The post Artificial Intelligence for Enhancing Digital Consumer Platforms appeared first on Anal

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Multimodality in LLMs: Understanding its Power and Impact

Data Science Dojo

With the increasing role of data in today’s digital world, the multimodality of AI tools has become necessary for modern-day businesses. The multimodal AI market size is expected to experience a 36.2% increase by 2031. Hence, it is an important aspect of the digital world. In this blog, we will explore multimodality within the world of large language models (LLMs) and how it impacts enterprises.

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What is the Chain of Numerical Reasoning in Prompt Engineering?

Analytics Vidhya

Introduction Prompt engineering has become essential in the rapidly changing fields of artificial intelligence and natural language processing. Of all its methods, the Chain of Numerical Reasoning (CoNR) is one of the most effective ways to improve AI models’ capacity for intricate computations and deductive reasoning. This article explores the complexities of CoNR, its uses, […] The post What is the Chain of Numerical Reasoning in Prompt Engineering?

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15 Modern Use Cases for Enterprise Business Intelligence

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?

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Midjourney v6.1 comes out of the blue

Dataconomy

Midjourney has announced the release of Version 6.1 of their acclaimed image models. The new release brings a host of improvements and features that promise to enhance user experience and image quality significantly. Key enhancements in Midjourney v6.1 The latest version, Midjourney v6.1, introduces several advancements designed to produce more coherent and visually appealing images.

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How Does OpenAI Survive

Hacker News

Throughout the last year I’ve written in detail about the rot in tech — the spuriousness of charlatans looking to accumulate money and power, the desperation of the most powerful executives to maintain control and rapacious growth, and the speciousness of the latest hype cycle — but at the end of

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Introducing Salesforce Connectors for Lakehouse Federation and LakeFlow Connect

databricks

We are excited to announce a range of new integrations that will allow our customers to access and derive insights from their data.

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A Blood Test Accurately Diagnosed Alzheimer's 90% of the Time, Study Finds

Hacker News

It was much more accurate than primary care doctors using cognitive tests and CT scans. The findings could speed the quest for an affordable and accessible way to diagnose patients with memory problems.

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The Cloud Development Environment Adoption Report

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.

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5 Free Online Courses to Learn Data Engineering Fundamentals

KDnuggets

Kickstart a new career in one of the most popular tech careers where you can earn a 6 figure salary.

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Using the term 'AI' in product descriptions reduces purchase intentions

Hacker News

Companies may unintentionally hurt their sales by including the words “artificial intelligence” when describing their offerings that use the technology, according to a study led by WSU researchers.

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Model-Driven Heart Rate Estimation and Heart Murmur Detection Based on Phonocardiogram

Machine Learning Research at Apple

Acoustic signals are crucial for health monitoring, particularly heart sounds which provide essential data like heart rate and detect cardiac anomalies such as murmurs. This study utilizes a publicly available phonocardiogram (PCG) dataset to estimate heart rate using model-driven methods and extends the best-performing model to a multi-task learning (MTL) framework for simultaneous heart rate estimation and murmur detection.

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Don’t Let Your Domain Name Become a “Sitting Duck”

Hacker News

More than a million domain names — including many registered by Fortune 100 firms and brand protection companies — are vulnerable to takeover by cybercriminals thanks to authentication weaknesses at a number of large web hosting providers and domain registrars, new research finds. Image: Shutterstock. Your Web browser knows how to find a site like example.com thanks to the global Domain Name System (DNS), which serves as a kind of phone book for the Internet by translating human-frie

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Marketing Operations in 2025: A New Framework for Success

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.

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Tuning LLMs with Contrastive Alignment Instructions for Machine Translation in Unseen, Low-resource Languages

Machine Learning Research at Apple

This article introduces contrastive alignment instructions (AlignInstruct) to address two challenges in machine translation (MT) on large language models (LLMs). One is the expansion of supported languages to previously unseen ones. The second relates to the lack of data in low-resource languages. Model fine-tuning through MT instructions (MTInstruct) is a straightforward approach to the first challenge.

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How Great Was the “Great Oxidation Event”?

Hacker News

Geochemical sleuthing amid acid mine runoff suggests that scientists should rethink an isotope signal long taken to indicate low levels of atmospheric oxygen in Earth’s deep past.

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Sysdig Engineers Multi-Step Reasoning For Secure Software

Adrian Bridgwater for Forbes

Sysdig is using a fundamental almost Zen-like one brick at a time approach to build software analysis tools with AI-powered detection and response.

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Olympic surfing comes to a 'poisoned' paradise

Hacker News

In 1974, a radioactive cloud from a French nuclear test drifted over Teahupo’o, Tahiti, now the surfing venue for the Paris Games. Villagers still feel the effects.

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Introducing CDEs to Your Enterprise

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.

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Fit, simulate, fit: How models can collapse after generations of recursive fitting

SAS Software

An article published in Nature has the intriguing title, "AI models collapse when trained on recursively generated data." (Shumailov, et al., 2024). The article is quite readable, but I also recommend a less technical overview of the result: "AI models fed AI-generated data quickly spew nonsense" (Gibney, 2024). The Gibney [.] The post Fit, simulate, fit: How models can collapse after generations of recursive fitting appeared first on SAS Blogs.

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Microsoft says OpenAI is now a competitor in AI and search

Hacker News

What once was a strategic, long-term partnership between the world's biggest software company and an AI startup has morphed into something more complicated.

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How to streamline business processes: The power of Excel to PDF conversion

Dataconomy

The ability to work efficiently is crucial in the modern corporate world. Every day, businesses look for new methods to cut costs and boost output. One often overlooked but powerful tool in this quest is the conversion of Excel (XLS) spreadsheets to portable document format (PDF). This simple yet effective technique can significantly enhance data sharing, security, and overall workflow.

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Fast Multidimensional Matrix Multiplication on CPU from Scratch

Hacker News

Numpy can multiply two 1024x1024 matrices on a 4-core Intel CPU in ~8ms.This is incredibly fast, considering this boils down to 18 FLOPs / core / cycle, with.

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Prepare Now: 2025s Must-Know Trends For Product And Data Leaders

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.

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Useful applications to help with essay writing

Dataconomy

In the fast-paced world of academia, students sometimes have too much homework, including essays. Technology has made these duties easier and more efficient. Many essay-writing apps help students improve their productivity, writing abilities, and time management. This post discusses the top six apps that make essay writing easier. Grammarly Grammarly is a popular software that provides real-time grammar and spelling checks to students.

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Study: Consumers Actively Turned Off by AI

Hacker News

Researchers have found that including the words "artificial intelligence" in product marketing is a major turn-off for consumers.

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Gemma Scope: helping the safety community shed light on the inner workings of language models

DeepMind

Announcing a comprehensive, open suite of sparse autoencoders for language model interpretability.

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Ampere AmpereOne Aurora 512 Core AI CPU Announced

Hacker News

Ampere AmpereOne Aurora will have 512 cores, integrated AI acceleration, and even HBM memory integrated for a monster future chip

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How to Drive Cost Savings, Efficiency Gains, and Sustainability Wins with MES

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.