Sat.Jul 27, 2024 - Fri.Aug 02, 2024

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Transforming AI’s Memory Constraints: The Evolution with CXL Technology

insideBIGDATA

In this contributed article, Jianping (JP) Jiang, VP of Business, Operation and Product at Xconn Technologies, discusses how the integration of CXL technology is a pivotal moment in overcoming the memory barriers faced by AI and HPC applications. By significantly enhancing memory bandwidth, capacity, and interoperability, CXL not only optimizes current workloads but also sets the stage for future advancements.

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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.

SQL 306
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Trending Sources

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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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How to Create Engaging Customer Experiences with GenAI?

Analytics Vidhya

Introduction While customers have always preferred brands that prioritize an excellent customer experience, it’s only in recent years that it’s become a standard for every business. Customers are now used to it and expect better experiences. Over 71% want personalized services, and around 60% will abandon a brand that doesn’t provide them with these experiences. […] The post How to Create Engaging Customer Experiences with GenAI?

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Apache Airflow®: The Ultimate Guide to 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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Qualys: Risk Remediation Is ‘Not A Patch’ On The Modern Approach

Adrian Bridgwater for Forbes

This year sees the arrival of Qualys TruRisk Eliminate, a software offering that provides additional innovative remediation methods when patching isn't feasible.

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Building Data Science Pipelines Using Pandas

KDnuggets

Learn to build the end-to-end data science pipelines from data ingestion to data visualization using Pandas pipe method.

More Trending

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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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GitHub Models: A new generation of AI engineers building on GitHub

Hacker News

We are enabling the rise of the AI engineer with GitHub Models – bringing the power of industry leading large and small language models to our more than 100 million users directly on GitHub.

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Mapping the misuse of generative AI

DeepMind

New research analyzes the misuse of multimodal generative AI today, in order to help build safer and more responsible technologies.

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Responsible AI with the Databricks Data Intelligence Platform

databricks

The transformative potential of artificial intelligence (AI) is undeniable. From productivity efficiency, to cost savings, and improved decision-making across all industries, AI is.

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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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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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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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Few-shot prompt engineering and fine-tuning for LLMs in Amazon Bedrock

AWS Machine Learning Blog

This blog is part of the series, Generative AI and AI/ML in Capital Markets and Financial Services. Company earnings calls are crucial events that provide transparency into a company’s financial health and prospects. Earnings reports detail a firm’s financials over a specific period, including revenue, net income, earnings per share, balance sheet, and cash flow statement.

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Accelerate Feature Engineering With Photon

databricks

Training a high-quality machine learning model requires careful data and feature preparation. To fully utilize raw data stored as tables in Databricks, running.

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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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Decline in data for AI bots to scrape

FlowingData

The Data Provenance Initiative audited 14,000 web domains to see how sites currently restrict scraping for the purpose of adding to AI datasets like C4, RefinedWeb, and Dolma. Sites are putting up more barriers : Our longitudinal analyses show that in a single year (2023-2024) there has been a rapid crescendo of data restrictions from web sources, rendering ~5%+ of all tokens in C4, or 28%+ of the most actively maintained, critical sources in C4, fully restricted from use.

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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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Unlocking Japanese LLMs with AWS Trainium: Innovators Showcase from the AWS LLM Development Support Program

AWS Machine Learning Blog

Amazon Web Services (AWS) is committed to supporting the development of cutting-edge generative artificial intelligence (AI) technologies by companies and organizations across the globe. As part of this commitment, AWS Japan announced the AWS LLM Development Support Program (LLM Program), through which we’ve had the privilege of working alongside some of Japan’s most innovative teams.

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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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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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Step-by-step guide: Generative AI for your business

IBM Journey to AI blog

Generative artificial intelligence (gen AI) is transforming the business world by creating new opportunities for innovation, productivity and efficiency. This guide offers a clear roadmap for businesses to begin their gen AI journey. It provides practical insights accessible to all levels of technical expertise, while also outlining the roles of key stakeholders throughout the AI adoption process. 1.

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How I Got My Laser Eye Injury

Hacker News

It has been brought to my attention that I have never actually written this story down before, merely told it in person to many students for valuable lessons and also for laughs over cocktails.

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Improve the productivity of your customer support and project management teams using Amazon Q Business and Atlassian Jira

AWS Machine Learning Blog

Effective customer support and project management are critical aspects of providing effective customer relationship management. Atlassian Jira , a platform for issue tracking and project management functions for software projects, has become an indispensable part of many organizations’ workflows to ensure success of the customer and the product. However, extracting valuable insights from the vast amount of data stored in Jira often requires manual efforts and building specialized tooling.

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American Height and Weight

FlowingData

The chart below shows the distribution of height and weight, based on responses to the 2022 BRFSS survey. Using body mass index (BMI), which is calculated with height and weight, most people fall into the categories of overweight or obese.

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Apache Airflow®: The Ultimate Guide to 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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Best Cybersecurity Practices for Companies Using AI

Smart Data Collective

There are a lot of cybersecurity risks for companies that rely on AI, but they can be rectified if you take the right steps.

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ClickHouse acquires PeerDB to expand its Postgres support

Hacker News

ClickHouse has made a name for itself as a real-time data warehouse for large enterprises. Its customer list includes Deutsche Bank, eBay, Fastly, GitLab, HubSpot, Microsoft, ServiceNow and Spotify.

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Use the ApplyGuardrail API with long-context inputs and streaming outputs in Amazon Bedrock

AWS Machine Learning Blog

As generative artificial intelligence (AI) applications become more prevalent, maintaining responsible AI principles becomes essential. Without proper safeguards, large language models (LLMs) can potentially generate harmful, biased, or inappropriate content, posing risks to individuals and organizations. Applying guardrails helps mitigate these risks by enforcing policies and guidelines that align with ethical principles and legal requirements.

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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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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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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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Framework is looking for Linux Community Ambassadors

Hacker News

Framework is looking for Linux Community Ambassadors! We are looking for active members of the Linux community who frequently visit Linux and open-source events throughout the year to help us connect with the larger Linux community. Our volunteer ambassadors will attend local Linux and open-source events, meet with other Framework laptop users and potential community members, answer questions, gather feedback, and showcase Framework laptops and parts to those interested.

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Third-party cookies have got to go

Hacker News

The W3C Technical Architecture Group explains how third-party cookies reduce users’ privacy and why they must be removed from the web. This blog post introduces the latest TAG finding, Third-party cookies must be removed.

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Flux: Open-source text-to-image model with 12B parameters

Hacker News

We are excited to introduce Flux, the largest SOTA open source text-to-image model to date, brought to you by Black Forest Labs—the original team behind Stable Diffusion. Flux pushes the boundaries of creativity and performance with an impressive 12B parameters, delivering aesthetics reminiscent of Midjourney.

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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.