Tue.Oct 29, 2024

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8 Popular Tools for RAG Applications

Analytics Vidhya

In today’s AI landscape, the ability to integrate external knowledge into models, beyond the data they were initially trained on, has become a game-changer. This advancement is driven by Retrieval Augmented Generation, in short RAG. RAG allows AI systems to dynamically access and utilize external information. Various tools have emerged to simplify both the integration […] The post 8 Popular Tools for RAG Applications appeared first on Analytics Vidhya.

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DataStax Expands Astra DB Extension for GitHub Copilot to Support Its AI PaaS, Empowering Developers to Build and Deploy GenAI Applications With Ease

insideBIGDATA

DataStax, a leading AI platform, today announced the enhancement of its GitHub Copilot extension with its cutting-edge AI Platform-as-a-Service (AI PaaS) solution.

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Leveraging Transfer Learning in Computer Vision for Quick Wins

Machine Learning Mastery

Computer vision (CV) is a field where machines learn to “see” and understand images or videos. It helps machines recognize objects, faces, and even actions in photos or videos. For example, CV is used in self-driving cars to detect road signs and people, or in medical scans to spot diseases.

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At 2024 AI Hardware & Edge AI Summit: Daniel Valdivia, Engineer, MinIO

insideBIGDATA

At the recent 2024 AI Hardware & Edge AI Summit in San Jose, Calif., I caught up with Daniel Valdivia, Engineer, MinIO, creators of the MinIO Enterprise Object Store: Built for AI Data Infrastructure.

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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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Metronome Checks Box For Usage-Based IT Pricing

Adrian Bridgwater for Forbes

IT billing helps control software systems and see whether the “only pay for what you need” promise of cloud computing ever really manifests itself in the real world.

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Fine-Tuning GPT-4o

KDnuggets

Learn how to enhance GPT-4o performance for legal text clarification on your old laptop with just a few lines of code.

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10 Useful Python One-Liners for Data Cleaning

KDnuggets

Here are some useful Python one-liners for common data cleaning tasks.

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Teri Garr, Star of 'Young Frankenstein' and 'Tootsie,' Dies at 79

Hacker News

Teri Garr, the actress and singer who brought her buoyant personality to 'Young Frankenstein' and was Oscar-nominated for 'Tootsie,' has died at 79.

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Model Selection and Experimentation Automation with LLMs

KDnuggets

Automate the machine learning modelling important step with LLMs.

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1BRC Coding Challenge: Nerd Sniping the Java Community

Hacker News

Gunnar Morling discusses some of the tricks employed by the fastest solutions for processing a 13 GB input file within less than two seconds through parallelization and efficient memory access.

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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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Towards Cross-Cultural Machine Translation with Retrieval-Augmented Generation from Multilingual Knowledge Graphs

Machine Learning Research at Apple

Translating text that contains entity names is a challenging task, as cultural-related references can vary significantly across languages. These variations may also be caused by transcreation, an adaptation process that entails more than transliteration and word-for-word translation.

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Using an 8K TV as a Monitor

Hacker News

For programming, word processing, and other productive work, consider getting an 8K TV instead of a multi-monitor setup. An 8K TV will have superior image quality, resolution, and versatility compared to multiple 4K displays, at roughly the same size. As a bonus, an 8K display is also suitable for gaming at 4K 120 Hz, or for full screen media consumption, which is not possible with multiple smaller monitors.

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From business users to system architects: How generative AI will change the way you work

SAS Software

Generative AI (GenAI) is here to stay – there’s no question about it. A recent SAS survey of 1,600 organizations found that 54% have begun implementing It, and 86% plan to invest in it within the next financial year. As organizations integrate AI into their workflows, a critical question arises: [.

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BYD to launch its smallest EV in Australia, hinting at low-cost Seagull arrival

Hacker News

Is BYD bringing its cheapest EV to another overseas market? BYD will officially launch an electric car even smaller than the Dolphin in Australia, hinting it could be the low-cost Seagull EV.

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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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Early voting turnout

FlowingData

Early voting isn’t coming in as hot as in 2020, but there are still a lot. For the Washington Post, Alyssa Fowers and Hannah Recht are using estimates from Associated Press to keep a running tally nationally and by state. There are 46.4 million early votes as of October 28.

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Wasmer 5.0

Hacker News

We are thrilled to announce the release of **Wasmer 5.0**, the latest milestone in our journey to make WebAssembly the greatest tool for executing softw.

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T-Mobile Outlines Its Next Big Steps At Capital Markets Day

MoorInsights for Forbes

The carrier revisited its recent successes and explained its plans for fiber, FWA, 5G network expansion, T-Priority for first responders and especially AI.

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New Mac Mini with M4

Hacker News

Apple today unveiled the all-new Mac mini powered by the M4 and new M4 Pro chips, and redesigned around Apple silicon so it’s even smaller.

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Changing the Game with MES: Cut Costs, Drive Efficiency, & Achieve Sustainability Goals!

Speaker: Nikhil Joshi, Founder & President of Snic Solutions

In an era where efficiency is king, are you leveraging the right tools to transform your manufacturing processes? A Manufacturing Execution System (MES) is critical for enhancing operational efficiency, reducing waste, and optimizing energy usage—key factors for improving your bottom line and lowering your carbon footprint. Join Nikhil Joshi, a manufacturing technology expert with 18+ years of hands-on experience, in this new webinar as he uncovers the secrets of MES and how to best utilize thes

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¿La IA puede estar generando ansiedad? Conozca cómo hacerle frente

SAS Software

Según Google Trends en los últimos 5 años las búsquedas “ansiedad por IA” y “estrés por IA” han aumentado en un 100%. De hecho, terapeutas de todo el mundo enfrentan un nuevo tipo de cliente que llega a su consulta: pacientes con ansiedad a causa de esta tecnología. A medida [.] The post ¿La IA puede estar generando ansiedad? Conozca cómo hacerle frente appeared first on SAS Blogs.

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Vector databases are the wrong abstraction

Hacker News

Today’s vector databases disconnect embeddings from their source data. We should treat embeddings more like database indexes—here’s how.

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The Post-Modern Data Stack: Unleash the Power of Foundational Models

Dataversity

Imagine you are assigned to extract sales insights from your data. Along with troves of corporate financials together with other market trends, you are also given access to hours of audio and video files of actual sales representatives speaking with customers. How do you process this in Spark? Or, consider another scenario where you work […] The post The Post-Modern Data Stack: Unleash the Power of Foundational Models appeared first on DATAVERSITY.

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When are two proofs essentially the same? (2007)

Hacker News

A couple of years ago I spoke at a conference about mathematics that brought together philosophers, psychologists and mathematicians. The proceedings of the conference will appear fairly soon I will give details when they do. My own article ended up rather too long, because I found myself considering the question of "essential equality" of proofs.

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Improving the Accuracy of Generative AI Systems: A Structured Approach

Speaker: Anindo Banerjea, CTO at Civio & Tony Karrer, CTO at Aggregage

When developing a Gen AI application, one of the most significant challenges is improving accuracy. This can be especially difficult when working with a large data corpus, and as the complexity of the task increases. The number of use cases/corner cases that the system is expected to handle essentially explodes. 💥 Anindo Banerjea is here to showcase his significant experience building AI/ML SaaS applications as he walks us through the current problems his company, Civio, is solving.

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The State of AI Report 2024

Towards AI

Last Updated on October 31, 2024 by Editorial Team Author(s): Derrick Mwiti Originally published on Towards AI. This member-only story is on us. Upgrade to access all of Medium. Photo by julien Tromeur on Unsplash The “State of AI Report 2024” just dropped. Here are the biggest highlights. Let’s start with the most exciting part: research. AI has seen incredible developments across multiple fields.

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GitHub cuts AI deals with Google, Anthropic

Hacker News

GitHub’s Copilot coding assistant will offer new AI models as option for users who want to switch from OpenAI.

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Decoding Emotions: Sentiment Analysis with BERT

Towards AI

Last Updated on October 31, 2024 by Editorial Team Author(s): Souradip Pal Originally published on Towards AI. Dive into the world of NLP and learn how to analyze emotions in text with a few lines of code! This member-only story is on us. Upgrade to access all of Medium. Imagine you’re at a bustling party, surrounded by a crowd with conversations buzzing all around.

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Video game libraries lose legal appeal to emulate physical games online

Hacker News

Register of Copyrights sides with industry’s “market harm” argument for rereleased games.

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How To Align Product Management And Supply Chain Operations For Successful Product Launches

Speaker: Shalini Dinesh

Effective cross-functional collaboration and communication heavily influence product launch success. Research shows that as many as 70% of product launches fail due to inadequate coordination among stakeholders, including supply chain, product management, legal, marketing, and change control teams (Gartner, 2022). The 2023 Supply Chain Insights Report highlights that 60% of supply chain disruptions are caused by poor communication and misalignment among cross-functional teams.

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The Rise of AI Scams

Towards AI

Last Updated on October 31, 2024 by Editorial Team Author(s): Derrick Mwiti Originally published on Towards AI. Discover the biggest AI scams of 2024 This member-only story is on us. Upgrade to access all of Medium. Photo by Zanyar Ibrahim on Unsplash Some AI companies promised the future of AI, but instead delivered scams. And people lost millions.

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Australia/Lord_Howe is the weirdest timezone

Hacker News

Timezones are weird. But only finitely so. Here's the exact conceptual model you should have of them.

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Data-Driven Tips to Choose the Perfect Gamer Laptop

Smart Data Collective

Data scientists may want to consider using gaming laptops, since they are powerful enough to do major calculations.

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Shopify Is Winning Salesforce Clients, Stoking E-Commerce Rivalry

Hacker News

The Canadian company, which has traditionally targeted mom-and-pops, is wooing larger retailers.

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Business Intelligence 101: How To Make The Best Solution Decision For Your Organization

Speaker: Evelyn Chou

Choosing the right business intelligence (BI) platform can feel like navigating a maze of features, promises, and technical jargon. With so many options available, how can you ensure you’re making the right decision for your organization’s unique needs? 🤔 This webinar brings together expert insights to break down the complexities of BI solution vetting.