Mon.Nov 25, 2024

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What Nobody Tells You About Deploying GenAI

Precisely

Large Language Models (LLMs) became popular after the release of ChatGPT two years ago. The idea of chatting with an AI through a browser significantly reduced the technical barriers, making LLMs the fastest-growing platform globally. Since then, ChatGPT-like applications have surged in popularity, driven by their ease of use and groundbreaking innovations.

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Streaming Langchain: Real-time Data Processing with AI

Data Science Dojo

As the world becomes more interconnected and data-driven, the demand for real-time applications has never been higher. Artificial intelligence (AI) and natural language processing (NLP) technologies are evolving rapidly to manage live data streams. They power everything from chatbots and predictive analytics to dynamic content creation and personalized recommendations.

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professionals

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Booting Databricks VMs 7x Faster for Serverless Compute

databricks

The Databricks Serverless compute infrastructure launches and manages millions of virtual machines (VMs) each day across three major cloud providers, and it is.

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5 Tips for Building Scalable Data Pipelines

KDnuggets

Building data pipelines is a very important skill that you should learn as a data engineer. A data pipeline is just a series of procedures that transport data from one location to another, frequently changing it along the way.

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The 2nd Generation of Innovation Management: A Survival Guide

Speaker: Chris Townsend, VP of Product Marketing, Wellspring

Over the past decade, companies have embraced innovation with enthusiasm—Chief Innovation Officers have been hired, and in-house incubators, accelerators, and co-creation labs have been launched. CEOs have spoken with passion about “making everyone an innovator” and the need “to disrupt our own business.” But after years of experimentation, senior leaders are asking: Is this still just an experiment, or are we in it for the long haul?

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Empowering Business Users with Self-Service Data Intelligence

databricks

Introduction Data is power. According to McKinsey, "Banks own more customer data than companies in most other industries, but they are behind many.

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Exploring GraphRAG from Theory to Implementation

Analytics Vidhya

GraphRAG adopts a more structured and hierarchical method to Retrieval Augmented Generation (RAG), distinguishing itself from traditional RAG approaches that rely on basic semantic searches of unorganized text snippets. The process begins by converting raw text into a knowledge graph, organizing the data into a community structure, and summarizing these groupings.

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More Trending

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China and UK trail as U.S. reigns supreme in AI development

Dataconomy

The United States remains the world leader in artificial intelligence innovation, according to a newly released Stanford University index. The Stanford Institute for Human-Centered AI’s Global Vibrancy Tool 2024 assesses AI development across 36 countries, ranking the U.S. first, followed by China and the United Kingdom. The index measures various indicators of AI activity, including research output, private investment, and patenting efforts.

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Xcel Energy: Developing a RAG-based Chatbot on Databricks

databricks

"We are delving deeper into the capabilities of MLFlow tracing. This functionality will be instrumental in diagnosing performance issues and enhancing the quality.

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Mark Landry’s Journey: From Kaggle to H2O.ai

Analytics Vidhya

In this Leading with Data, Mark Landry, a distinguished Director of Data Science & Product at H2O.ai and a renowned Kaggle Grandmaster, shares his unique perspective on the evolution of AI. With his impressive ranking and extensive experience, Mark has been at the forefront of data-driven innovation. In this article, we explore Mark’s journey, from […] The post Mark Landry’s Journey: From Kaggle to H2O.ai appeared first on Analytics Vidhya.

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Bridging the AI Adoption Gap: Industry Trends and Insights from Women Leaders in Data & AI

databricks

In the rapidly evolving landscape of AI, organizations across all industries are eager to harness its transformational power. However, successful AI utilization and.

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Apache Airflow® Best Practices: DAG Writing

Speaker: Tamara Fingerlin, Developer Advocate

In this new webinar, Tamara Fingerlin, Developer Advocate, will walk you through many Airflow best practices and advanced features that can help you make your pipelines more manageable, adaptive, and robust. She'll focus on how to write best-in-class Airflow DAGs using the latest Airflow features like dynamic task mapping and data-driven scheduling!

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Salesforce CEO says LLM capabilities are nearing their limit

Dataconomy

Marc Benioff, CEO of Salesforce, stated that the future of artificial intelligence (AI) focuses on autonomous agents instead of large language models (LLMs), claiming that the latter have reached their “upper limits.” In a recent episode of The Wall Street Journal ‘s “ Future of Everything ” podcast on November 23, Benioff argued that society has become overly reliant on tools like ChatGPT, leading to inflated expectations regarding AI’s capabilities.

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Announcing the Winners of the Generative AI World Cup

databricks

We are thrilled to announce the winners of the Generative AI World Cup! This event brought together over 1500 data scientists and AI.

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What are Mean and Variance of the Normal Distribution?

Analytics Vidhya

The normal distribution, also known as the Gaussian distribution, is one of the most widely used probability distributions in statistics and machine learning. Understanding its core properties, mean and variance, is important for interpreting data and modelling real-world phenomena. In this article, we will dig into the concepts of mean and variance as they relate […] The post What are Mean and Variance of the Normal Distribution?

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The Surprisingly Sunny Origins of the Frankfurt School

Hacker News

When a group of German Marxists arrived in Naples in the nineteen-twenties, they found a way of life that made them rethink modernity.

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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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Guide to Build a Math Problem Solver Chat App with LangChain

Analytics Vidhya

Ever wished you had a personal tutor to help you solve tricky math problems? In this article, we’ll explore how to build a math problem solver chat app using LangChain, Gemma 9b, Llama 3.2 Vision and Streamlit. Our app will not only understand and solve text-based math problems but also able to solve image-based questions. […] The post Guide to Build a Math Problem Solver Chat App with LangChain appeared first on Analytics Vidhya.

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Sombrero Galaxy dazzles in new James Webb image

Hacker News

In a new image from NASA’s James Webb Space Telescope, a galaxy named for its resemblance to a broad-brimmed Mexican hat appears more like an archery target.

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SLMs vs LLMs: The Ultimate Comparison Guide

Analytics Vidhya

The artificial intelligence landscape is evolving with two competing approaches in language models. On one hand, Large Language Models (LLMs) like GPT-4 and Claude, trained on extensive datasets, are handling increasingly complex tasks each day. On the other side, Small Language Models (SLMs) are emerging, providing efficient solutions while still delivering commendable performance.

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Cybertruck's Many Recalls Make It Worse Than 91 Percent of All 2024 Vehicles

Hacker News

Since launch, Tesla’s polarizing electric pickup has been beset by quality issues, and is now heading to be one of the most unreliable EVs made yet. Strangely, Cybertruck owners may not care one bit.

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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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Anthropic proposes a new way to connect data to AI chatbots

Flipboard

Anthropic is proposing a new standard for connecting AI assistants to the systems where data resides. Called the Model Context Protocol, or MCP for short, Anthropic says the standard, which it open sourced today, could help AI models produce better, more relevant responses to queries.

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Introducing The Model Context Protocol

Hacker News

The Model Context Protocol (MCP) is an open standard for connecting AI assistants to the systems where data lives, including content repositories, business tools, and development environments. Its aim is to help frontier models produce better, more relevant responses.

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ChatGPT was tasked with designing a website. The result was as manipulative as you'd expect

Flipboard

In a new study, researchers found that ChatGPT creates websites full of deceptive patterns. Generative AI is increasingly being used in all aspects of design, from graphic design to web design.

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Now Hear This: World’s Most Flexible Sound Machine Debuts

Hacker News

A team of generative AI researchers created a Swiss Army knife for sound, one that allows users to control the audio output simply using text. While some AI models can compose a song or modify a voice, none have the dexterity of the new offering. Called Fugatto (short for Foundational Generative Audio Transformer Opus 1), it generates or transforms any mix of music, voices and sounds described with prompts using any combination of text and audio files.

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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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Gen Z are all using AI to get their work done, study finds

Flipboard

Twenty-something knowledge workers are pretty much all using generative AI tools, finds a survey out Monday from Google Workspace.

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Declassified Pentagon F-35 Study Details Reliability, Security Woes

Hacker News

A declassified Pentagon comprehensive test report of Lockheed Martin Corp.’s F-35 warplane, America’s most expensive weapons system, reveals that six years of combat testing has been marred by reliability and maintenance delays, guns that don’t shoot straight and unresolved concerns about cyber defense capabilities.

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What Is Distributed Computing?

Flipboard

Our computers can get a lot more done when they share the load with other machines.

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Tesla appears to be building a teleoperations team for its robotaxi service

Hacker News

As Tesla gears up to launch a robotaxi service in the coming years, the automaker looks like it's building out a teleoperations team.

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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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How Do You Get to Artificial General Intelligence? Think Lighter

Flipboard

Billions of dollars in hardware and exorbitant use costs are squashing AI innovation. LLMs need to get leaner and cheaper if progress is to be made.

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Mysteries in polar orbit – space's oldest working hardware keeps its secrets

Hacker News

It's never aliens, but it could be underground TV repair techs

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The Hidden Costs Of AI

Flipboard

Naren Narendran is Aerospike’s Chief Scientist. He has previously worked at Bell Labs, Google and Amazon. Generative artificial intelligence (GenAI) continues to dominate headlines and the world remains focused on the large language models (LLMs) needed to drive AI.

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Lonely individuals tend to think and talk in an unusual way, study finds

Hacker News

Lonely individuals show atypical neural and linguistic responses to celebrities, diverging from group norms. Their unique perceptions reflect a lack of shared reality, reinforcing feelings of isolation and highlighting deviations in social cognition linked to loneliness.

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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.