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 335
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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 221
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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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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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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 221
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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 324

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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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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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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.

SQL 277
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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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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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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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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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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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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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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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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 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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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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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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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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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 158
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Deploy a Slack gateway for Amazon Bedrock

AWS Machine Learning Blog

In today’s fast-paced digital world, streamlining workflows and boosting productivity are paramount. That’s why we’re thrilled to share an exciting integration that will take your team’s collaboration to new heights. Get ready to unlock the power of generative artificial intelligence (AI) and bring it directly into your Slack workspace. Imagine the possibilities: Quick and efficient brainstorming sessions, real-time ideation, and even drafting documents or code snippets—all powered by the latest

AWS 127
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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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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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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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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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Announcing the AssemblyAI Starter App for Encore

AssemblyAI

Do you have an idea for a Speech AI app, but you don't want to start from scratch? Are you curious about how to use AssemblyAI in a production-like environment? In this post, you'll learn how you can deploy a ready-made Speech AI application to the cloud, using Encore and the new AssemblyAI starter app for Go. The app lets you transcribe local audio files of conversations with Speaker Diarization enabled, so that you can follow what each speaker said, and when.

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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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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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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.

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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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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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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.