Fri.Jun 28, 2024

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What is Zero Shot Prompting?

Analytics Vidhya

Introduction In the rapidly evolving landscape of machine learning, the potential to generate responses and perform obligations with minimal records has become increasingly important. Innovations like zero-shot, one-shot, and few-shot prompting have revolutionized this aspect, permitting fashions to generalize, adapt, and research from a restricted wide variety of examples.

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Bain AI Survey Results Show Enthusiasm for GenAI but is Vision AI the Next Boom?

insideBIGDATA

Bain & Company released their AI Survey results illustrating that businesses are investing heavily in generative AI, with 87% of surveyed companies working with gen AI in some capacity. Business leaders are eager to see results, however, the real value comes from how AI changes what businesses can do.

AI 221
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7 Modern SQL Database you Must Know in 2024

KDnuggets

Explore the world of modern databases that are fast, secure, and cost-efficient, designed to tackle large-scale and diverse data challenges.

Database 282
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The Ultimate Beginner’s Guide to Docker

Machine Learning Mastery

Today’s digital landscape has never been so diverse. Every individual and company selects their preferred tools and operating systems, creating a diverse technological system. However, this diversity often leads to compatibility issues, making it hard to ensure application performance across different environments. This is where Docker plays a key role as an indispensable tool for […] The post The Ultimate Beginner’s Guide to Docker appeared first on MachineLearningMastery.com.

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Provide Real Value in your Applications with Data and Analytics

The complexity of financial data, the need for real-time insight, and the demand for user-friendly visualizations can seem daunting when it comes to analytics - but there is an easier way. With Logi Symphony, we aim to turn these challenges into opportunities. Our platform empowers you to seamlessly integrate advanced data analytics, generative AI, data visualization, and pixel-perfect reporting into your applications, transforming raw data into actionable insights.

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Productized AI Models Drive ‘En Masse’ Intelligence

Adrian Bridgwater for Forbes

When any good or service evolves to a point where it can be productized and boxed, it denotes a certain solidity and branded consumability—and this is true for AI.

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Guide to Zero-Shot Image Classification

Analytics Vidhya

Introduction The article explores zero-shot learning, a machine learning technique that classifies unseen examples, focusing on zero-shot image classification. It discusses the mechanics of zero-shot image classification, implementation methods, benefits and challenges, practical applications, and future directions. Overview What is Zero-Shot Learning?

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Exploring ANN Algorithms in Vector Databases

Analytics Vidhya

Introduction Vector databases have been the fastest-growing database category for a few years, with their relevance growing more in the era of Generative AI. What differentiates them from relational databases is the implementation of ANN algorithms. What are they, you ask? Well, this article will explain what ANN algorithms in vector databases are and how […] The post Exploring ANN Algorithms in Vector Databases appeared first on Analytics Vidhya.

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Transforming Regulatory Data Management and Risk Analytics - The Power of Data Intelligence Platform

databricks

Introduction Financial institutions face a demanding environment with complex regulatory examinations and a pressing need for flexible and comprehensive risk management solutions. The.

Analytics 158
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Building and Implementing Pinecone Vector Databases

Analytics Vidhya

Introduction This article provides an in-depth exploration of vector databases, emphasizing their significance, functionality, and diverse applications, with a focus on Pinecone, a leading vector database platform. It explains the fundamental concepts of vector embeddings, the necessity of vector databases for enhancing large language models, and the robust technical features that make Pinecone efficient.

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New ways to catch gravitational waves

Hacker News

Observatories, experiments and techniques are being developed to spot ripples in space-time at frequencies that currently can’t be detected. Observatories, experiments and techniques are being developed to spot ripples in space-time at frequencies that currently can’t be detected.

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Entity Resolution: Your Guide to Deciding Whether to Build It or Buy It

Adding high-quality entity resolution capabilities to enterprise applications, services, data fabrics or data pipelines can be daunting and expensive. Organizations often invest millions of dollars and years of effort to achieve subpar results. This guide will walk you through the requirements and challenges of implementing entity resolution. By the end, you'll understand what to look for, the most common mistakes and pitfalls to avoid, and your options.

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Harnessing AI for better customer experiences: An interview with Sudheer Someshwara

Dataconomy

In this insightful interview, we talk with Sudheer Someshwara, the Director of Product at Yelp, who has been at the forefront of developing AI/ML products and recommendation software. With a rich career spanning from leading innovative projects at Amazon to founding Viraltag, a successful SaaS B2B marketing platform, Sudheer shares his journey, challenges, and the strategies that drive his customer-centric approach.

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Is Clear Air Turbulence becoming more common?

Hacker News

Take a closer look at Is Clear Air Turbulence becoming more common?, learn more about flight tracking and get the latest aviation news with Flightradar24.

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Estimating Covid deaths

FlowingData

It’s impossible to know the exact number of Covid deaths worldwide, because consistent records aren’t kept by everyone and everywhere. So researchers have to estimate. Howtown explains the various estimation methods in the video below.

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The Dinner Party That Served Up 50k-Year-Old Bison Stew (2018)

Hacker News

One night in 1984, a handful of lucky guests gathered at the Alaska home of paleontologist Dale Guthrie to eat stew crafted from a once-in-a-lifetime.

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Deliver Mission Critical Insights in Real Time with Data & Analytics

In the fast-moving manufacturing sector, delivering mission-critical data insights to empower your end users or customers can be a challenge. Traditional BI tools can be cumbersome and difficult to integrate - but it doesn't have to be this way. Logi Symphony offers a powerful and user-friendly solution, allowing you to seamlessly embed self-service analytics, generative AI, data visualization, and pixel-perfect reporting directly into your applications.

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Arm Flexes Its Big Guns For Next-Generation AI Devices

MoorInsights for Forbes

At Computex 2024, Arm announced several new products—with a strong focus on AI—that build on its recent successes in Copilot+ PCs and elsewhere.

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Zuckerberg disses closed-source AI competitors as trying to 'create God'

Hacker News

In the conversation, Zuckerberg said there needs to be a lot of different AIs that get created to reflect people's different interests.

AI 181
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Hackers and Painters: Essays on Technology, Start-ups, and Programming

How to Learn Machine Learning

The following is a review of the book ‘ Hackers and Painters: Big Ideas from the Computer Age ‘ by Paul Graham, one of the founders of Y Combinator , creator of Viaweb which got sold to Yahoo, and one of the main Hackers of the Lisp programming language. Introduction “Hackers and Painters: Big Ideas from the Computer Age ” by Paul Graham is like a treasure chest of thoughts and insights on technology, creativity, and innovation.

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Scaling Compute to Satiate AI

Hacker News

Fifty years ago, DRAM inventor and IEEE Medal of Honor recipient Robert Dennard created what essentially became the semiconductor industry’s path to perpetually increasing transistor density and chip performance. That path became known as Dennard scaling, and it helped codify Gordon Moore’s postulate about device dimensions shrinking by half every 18 to 24 months.

AI 150
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The Project Clinic: Assessing Project Health, Planning, and Execution

Speaker: Ketan Jahagirdar

Picture your projects as patients, each with its own unique rhythm and pulse, thriving under your care 🥼 🩺 Step into the role of an innovative project doctor in our upcoming webinar! This session is your guide to evaluating the health of your projects through Waterfall and Agile practices like Scrum and Kanban. We’ll explore the vital signs of project success through the lens of the “iron triangle” metrics, using deliverables as tracers.

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Google’s Remarkable Breakthrough in AI — Project Astra

Towards AI

Last Updated on June 29, 2024 by Editorial Team Author(s): Sai Viswanth Originally published on Towards AI. Decode Project Astra Secret with new model updates. Many big AI companies have started to focus on bringing Multi-Modal large Language models to the market. OpenAI & Google released their flagship upgraded versions of their Multi-Model models in this year’s keynote GPT-4o & Gemini 1.5, respectively.

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Open source 'Eclipse Theia IDE' exits beta to challenge Visual Studio Code

Hacker News

Some seven years in the making, the Eclipse Foundation's Theia IDE project is now generally available, emerging from beta to challenge Microsoft's similar Visual Studio Code editor, with which it shares much tech.

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Leveraging Vector Databases With Embeddings for Fast Image Search and Retrieval

Towards AI

Last Updated on June 29, 2024 by Editorial Team Author(s): Hasib Zunair Originally published on Towards AI. Learn the what and why of vector databases and how to use Weaviate vector database with embeddings for searching and retrieving images. Source: Image by Clay Banks at Unsplash. Motivation Conventional databases (e.g. relational databases) lead to performance issues and bottlenecks when storing high-dimensional vectors in tabular format.

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ChatGPT is hallucinating fake links to its news partners' biggest investigations

Hacker News

Nieman Lab’s tests show ChatGPT is directing users to broken URLs for at least 10 publications with OpenAI licensing deals.

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Using Data & Analytics for Improving Healthcare Innovation and Outcomes

In the rapidly evolving healthcare industry, delivering data insights to end users or customers can be a significant challenge for product managers, product owners, and application team developers. The complexity of healthcare data, the need for real-time analytics, and the demand for user-friendly interfaces can often seem overwhelming. But with Logi Symphony, these challenges become opportunities.

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Building a Modern Data Platform with Data Fabric Architecture

Dataversity

In today’s data-driven landscape, organizations face the challenge of integrating diverse data sources efficiently. Whether due to mergers and acquisitions (M&A) or the need for advanced insights, a robust data platform with streamlined data operations are essential. Shift in Mindset Data fabric is a design concept for integrating and managing data.

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Paper Trails

Hacker News

Husserl’s well-tended archive has given him a rich afterlife, while Nietzsche’s was distorted by his axe-grinding sister

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A Digital Assistant for Medical Record Review

SAS Software

SAS' Greg Massey describes a real-world example of digital transformation for a large customer grappling with manually reviewing patient medical records. The post A Digital Assistant for Medical Record Review appeared first on SAS Blogs.

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Milk-V Reveals Technical Specs of Milk-V Jupiter RISC-V Mini-ITX PC

Hacker News

Today, Milk-V released additional technical details about the Milk-V Jupiter, based on the SpacemiT K1/M1 SoC. This product is noted for being one of the first Mini ITX devices to support both RVA22 and RVV1.0 standards, marking a significant development in RISC-V based computing.

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Generative AI Deep Dive: Advancing from Proof of Concept to Production

Speaker: Maher Hanafi, VP of Engineering at Betterworks & Tony Karrer, CTO at Aggregage

Executive leaders and board members are pushing their teams to adopt Generative AI to gain a competitive edge, save money, and otherwise take advantage of the promise of this new era of artificial intelligence. There's no question that it is challenging to figure out where to focus and how to advance when it’s a new field that is evolving everyday. 💡 This new webinar featuring Maher Hanafi, VP of Engineering at Betterworks, will explore a practical framework to transform Generative AI pr

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Enhancing the Reliability of Predictive Analytics Models

Dataversity

Predictive analytics is a branch of analytics that identifies the likelihood of future outcomes based on historical data. The goal is to provide the best assessment of what will happen in the future. Basically, predictive analytics answers the question “What will happen?” The value of predictive analytics lies in enabling business enterprises to proactively anticipate […] The post Enhancing the Reliability of Predictive Analytics Models appeared first on DATAVERSITY.

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Hacking Amazon's Eero 6 (part 1)

Hacker News

Hacking the Amazon eero 6 (3rd gen 2020) wireless device, part 1. This part covers device disassembly, identifying pins of interest, brute forcing JTAG pins, and reading serial output.

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Applying generative AI to revolutionize telco network operations 

IBM Journey to AI blog

Generative AI is shaping the future of telecommunications network operations. The potential applications for enhancing network operations include predicting the values of key performance indicators (KPIs), forecasting traffic congestion, enabling the move to prescriptive analytics, providing design advisory services and acting as network operations center (NOC) assistants.

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Quaternion Differentiation (2012)

Hacker News

I wanted to point someone to a short explanation of this today and noticed, with some surprise, that I couldn't find something concise within 5 minutes of googling. So it seems worth writing up. I'm assuming you know what quaternions are and what they're used for.

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Leading the Development of Profitable and Sustainable Products

Speaker: Jason Tanner

While growth of software-enabled solutions generates momentum, growth alone is not enough to ensure sustainability. The probability of success dramatically improves with early planning for profitability. A sustainable business model contains a system of interrelated choices made not once but over time. Join this webinar for an iterative approach to ensuring solution, economic and relationship sustainability.