Wed.Jun 19, 2024

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The insideBIGDATA IMPACT 50 List for Q3 2024

insideBIGDATA

The team here at insideBIGDATA 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.

Big Data 513
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Building an Agentic Workflow with CrewAI and Groq

Analytics Vidhya

Introduction “AI Agentic workflow will drive massive progress this year,” commented Andrew Ng, highlighting the significant advancements anticipated in AI. With the growing popularity of large language models, Autonomous Agents are becoming a topic of discussion. In this article, we will explore Autonomous Agents, cover the components of building an Agentic workflow, and discuss the […] The post Building an Agentic Workflow with CrewAI and Groq appeared first on Analytics Vidhy

Analytics 319
professionals

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Beginner’s Guide to Machine Learning Testing With DeepChecks

KDnuggets

Perform data integrity tests and generate model evaluation reports by writing a few lines of code.

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Why Does ChatGPT Use Only Decoder Architecture?

Analytics Vidhya

Introduction The advent of huge language models in the likes of ChatGPT ushered in a new epoch concerning conversational AI in the rapidly changing world of artificial intelligence. Anthropic’s ChatGPT model, which can engage in human-like dialogues, solve difficult tasks, and provide well thought-out answers that are contextually relevant, has fascinated people all over the […] The post Why Does ChatGPT Use Only Decoder Architecture?

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Launching LLM-Based Products: From Concept to Cash in 90 Days

Speaker: Christophe Louvion, Chief Product & Technology Officer of NRC Health and Tony Karrer, CTO at Aggregage

Christophe Louvion, Chief Product & Technology Officer of NRC Health, is here to take us through how he guided his company's recent experience of getting from concept to launch and sales of products within 90 days. In this exclusive webinar, Christophe will cover key aspects of his journey, including: LLM Development & Quick Wins 🤖 Understand how LLMs differ from traditional software, identifying opportunities for rapid development and deployment.

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The insideAI News IMPACT 50 List for Q3 2024

insideBIGDATA

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.

Big Data 219
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Guide to LLM Observability and Evaluations for RAG Application 

Analytics Vidhya

Introduction In the fast-evolving world of AI, it’s crucial to keep track of your API costs, especially when building LLM-based applications such as Retrieval-Augmented Generation (RAG) pipelines in production. Experimenting with different LLMs to get the best results often involves making numerous API requests to the server, each request incurring a cost.

Analytics 306

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7 Essential Steps to Master Large Language Models

Analytics Vidhya

Introduction LLMs are changing how we engage with technology today. These AI programs are able to comprehend and mimic human language. They can be applied to data analysis, customer service, content creation, and other areas. But for newcomers in particular, knowing how to use them could appear challenging. This article will walk readers through the […] The post 7 Essential Steps to Master Large Language Models appeared first on Analytics Vidhya.

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Andela Measures Developer Soft Skills To Heal Hiring Headaches

Adrian Bridgwater for Forbes

In the world of software application development, a résumé has both binary simplicity & quantum complexity. So why are software skills so complex?

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SQL `NOT IN` Operator: Usage, Pitfalls, and Best Practices

Analytics Vidhya

Introduction In simpler terms, imagine you have a giant list of information. The NOT IN operator in SQL acts like a filter to help you find exactly what you’re looking for. It can exclude any items on the list that match certain criteria, like specific values or even results from another search. By using the […] The post SQL `NOT IN` Operator: Usage, Pitfalls, and Best Practices appeared first on Analytics Vidhya.

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How to Implement Agentic RAG Using LangChain: Part 1

KDnuggets

Learn about enhancing LLMs with real-time information retrieval and intelligent agents.

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How To Speak The Language Of Financial Success In Product Management

Speaker: Jamie Bernard

Success in product management goes beyond delivering great features - it’s about achieving measurable financial outcomes that resonate across the organization. By connecting your product’s journey with the company’s financial success, you’ll ensure that every feature, release, and innovation contributes to the bottom line, driving both customer satisfaction and business growth.

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Innovations in the Pure Storage Platform Help Customers Keep Pace with AI’s Rapid Evolution

insideBIGDATA

Pure Storage® (NYSE:PSTG), the IT pioneer that delivers advanced data storage technologies and services, announced new capabilities in the Pure Storage platform that are changing the game for how IT and business leaders can radically improve their ability to deploy AI, improve cyber resilience, and modernize their applications.

AI 195
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Fast Crimes at Lambda School

Hacker News

Two days after his company's downfall, Austen Allred wrote: I wish people could see how ugly it is to be envious, and how obvious it is to those around you when that's what's happening.

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The recipe for RAG: How cloud services enable generative AI outcomes across industries

IBM Journey to AI blog

According to research from IBM ®, about 42 percent of enterprises surveyed have AI in use in their businesses. Of all the use cases, many of us are now extremely familiar with natural language processing AI chatbots that can answer our questions and assist with tasks such as composing emails or essays. Yet even with widespread adoption of these chatbots, enterprises are still occasionally experiencing some challenges.

AI 119
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Monitoring marine litter from space is now a reality

Hacker News

Every 60 seconds the equivalent of a lorry-load of plastic enters the global ocean. Where it goes after that remains largely unknown. But a new ESA Discovery study reported in Nature Communications& has proven the concept of monitoring floating plastic litter using satellites.

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What Is Entity Resolution? How It Works & Why It Matters

Entity Resolution Sometimes referred to as data matching or fuzzy matching, entity resolution, is critical for data quality, analytics, graph visualization and AI. Learn what entity resolution is, why it matters, how it works and its benefits. Advanced entity resolution using AI is crucial because it efficiently and easily solves many of today’s data quality and analytics problems.

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The Rising Importance of AI Governance

The Data Administration Newsletter

AI governance has become a critical topic in today’s technological landscape, especially with the rise of AI and GenAI. As CEOs express concerns regarding the potential risks with these technologies, it is important to identify and address the biggest risks.

AI 98
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An 'Algorithm' Turned Apartment Pools Green

Hacker News

RealPage, the rent-fixing software company currently under FBI investigation, also has apps for bogus fees, monetizing vacant apartments and inflating toxic property bubbles.

Algorithm 182
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Heat tracker for the U.S.

FlowingData

It’s abnormally hot in a large portion of the United States, and it’s going to stay that way for a few days. The New York Times has a heat tracker to show the areas with dangerous high temperatures and how long it will last. A searchable line chart shows background bands for heat index levels, and a subtle gray to black gradient on the line reinforces the peaks.

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Nobody Knows What's Going On

Hacker News

A major online publication once reported in a profile on me that I had retired at 33. A few old friends and acquaintances reached out to congratulate me on my financial independence. I think it was an honest mistake on the part of the reporter.

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The AI Superhero Approach to Product Management

Speaker: Conrado Morlan

In this engaging and witty talk, industry expert Conrado Morlan will explore how artificial intelligence can transform the daily tasks of product managers into streamlined, efficient processes. Using the lens of a superhero narrative, he’ll uncover how AI can be the ultimate sidekick, aiding in data management and reporting, enhancing productivity, and boosting innovation.

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Understanding AI governance: A comprehensive guide

SAS Software

AI governance is an all-encompassing strategy that establishes oversight, ensures compliance and develops consistent operations and infrastructure within an organization. It also fosters an AI-centric culture. This strategy includes specific governance domains such as data governance and model governance, necessary for a unified AI approach. Why AI governance matters The [.

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Schema changes and the Postgres lock queue

Hacker News

Learn how schema changes can cause downtime by locking out reads and writes and how migration tools can avoid it by using lock timeouts, along with backoff and retry strategies.

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Deciding What Algorithm to Use for Earth Observation.

Towards AI

Last Updated on June 22, 2024 by Editorial Team Author(s): Stephen Chege-Tierra Insights Originally published on Towards AI. Deciding What Algorithm to Use for Earth Observation. Stephen Chege-Tierra Insights · Follow Published in Towards AI ·7 min read·2 days ago 1 Listen Share Created by the author with DALL E-3 What to choose, what to choose, should you unleash your inner child and do the classic eenie meenie miney mo, inky picky ponky father had a donkey, flip a coin, go with your intuition

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Slack Combines ASTs with LLMs to Automatically Convert 80% of 15,000 Unit Tests

Hacker News

Slack's engineering team recently published how it used a large language model (LLM) to automatically convert 15,000 unit and integration tests from Enzyme to React Testing Library (RTL). By combining Abstract Syntax Tree (AST) transformations and AI-powered automation, Slack's innovative approach resulted in an 80% conversion success rate, significantly reducing the manual effort required.

AI 161
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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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AI Infrastructure Anticipated to Hit $420 Billion By 2033

ODSC - Open Data Science

The AI infrastructure market has been expanding steadily due to the rising need for AI-driven solutions across various industries, including healthcare, banking, retail, manufacturing, and the automotive sector according to the Financial News Media. According to the report, graphics processing units are frequently employed to accelerate AI workloads due to their capacity for parallel computing.

AI 75
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Astronomers see a black hole awaken in real time

Hacker News

Ende 2019 begann die zuvor unauffällige Galaxie SDSS1335+0728 plötzlich heller zu leuchten als je zuvor. Um den Ursachen auf den Grund zu gehen, haben Astronomen Daten von mehreren Weltraum- und Bodenobservatorien, darunter das Very Large Telescope (VLT) der Europäischen Südsternwarte (ESO), verwendet, um die Helligkeitsschwankungen der Galaxie nachzuverfolgen.

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Scale a density curve to match a histogram

SAS Software

This article discusses how to scale a probability density curve so that it fits appropriately on a histogram, as shown in the graph to the right. By definition, a probability density curve is scaled so that the area under the curve equals 1. However, a histogram might show counts or [.] The post Scale a density curve to match a histogram appeared first on SAS Blogs.

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Perplexity Is a B t Machine

Hacker News

A WIRED investigation shows that the AI search startup Perplexity is surreptitiously downloading your data.

AI 182
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Digital Adoption Platform Fundamentals: The Key To Product Innovation And Elevated CX

Speaker: Pulkit Agrawal

As digital transformation advances at a rapid pace, Digital Adoption Platforms (DAPs) have become essential tools for enhancing user experiences and redefining product management strategies. DAPs are no-code solutions that integrate seamlessly with various technologies, and by fostering user adoption, these platforms help organizations maximize the potential of their tech investments.

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When Business Growth Strategy Drives Data Strategy

Dataversity

What are the biggest data strategy challenges facing you and your company? If you are like most, the main reason for developing a data strategy is to be capable of supporting the growth strategy of each type of business in an exclusive way – to offer competitive resilience with balance and maturity to defend and […] The post When Business Growth Strategy Drives Data Strategy appeared first on DATAVERSITY.

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The Return of Pneumatic Tubes

Hacker News

Pneumatic tubes were supposed to revolutionize the world but have fallen by the wayside. Except in hospitals.

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Through the Looking Glass: Metaphors, MUNCH, and Large Language Models

The Data Administration Newsletter

“What’s a metaphor?” Mr. Biergel posed the question one morning to my high school grammar class. Being typical teenagers, we looked at him with blank-eyed stares. We expected that if we waited long enough, he’d write a paragraph-long definition on the blackboard. “What’s a metaphor?” he repeated. “A place for cows to graze!” We groaned.

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The first attempt to replace SORBS didn't take long

Hacker News

Also: Online adoption cyberstalker nabbed; Tesla trade secrets thief pleads guilty; and a critical ASUS Wi-Fi vuln

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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.