Tue.Oct 15, 2024

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The Key to LLMs: A Mathematical Understanding of Word Embeddings

KDnuggets

Word embeddings is a numerical representation of text, allowing a computer to process words efficiently by converting words into numerical vectors that can be processed with machine learning algorithm.

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Interview: Charles Sansbury, CEO, Cloudera

insideBIGDATA

insideAI New recently caught up with Charles Sansbury, CEO Cloudera, at the company's EVOLVE24 event in New York City to gain some insights into how Cloudera is embracing machine learning and data science, but also the company's work environment, and employees. Also discussed was news announced at the event such as the partnership with Snowflake.

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Trending Sources

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A Data Scientist GenAI Survival Guide

KDnuggets

This guide emphasizes the growing significance of GenAI but also highlights the crucial role that data scientists play in harnessing this technology to solve real-world problems.

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How to Use Generative AI in Marketing?

Analytics Vidhya

Introduction The marketing landscape has undergone a massive transformation with the rise of artificial intelligence (AI). Among the AI-driven innovations, generative AI (GenAI) is particularly revolutionizing how marketing teams create content, optimize activities, and deliver campaigns. From personalizing customer experiences to automating content creation, GenAI is capable of enhancing the productivity of the marketing team […] The post How to Use Generative AI in Marketing?

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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have migrated their testing and production workloads to the cloud, yet development environments often remain tied to outdated local setups, limiting efficiency and growth.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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NVIDIA Contributes Blackwell Platform Design to Open Hardware Ecosystem, Accelerating AI Infrastructure Innovation

insideBIGDATA

To drive the development of open, efficient and scalable data center technologies, NVIDIA today announced that it has contributed foundational elements of its NVIDIA Blackwell accelerated computing platform design to the Open Compute Project (OCP) and broadened NVIDIA Spectrum-Xâ„¢ support for OCP standards.

AI 221
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7 Free Data Science Platform for Beginners

KDnuggets

Explore free platforms for learning, building portfolios, accessing code editors, engaging with communities, and hosting projects.

More Trending

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5 Innovative Statistical Methods for Small Data Sets

KDnuggets

Various statistical methods you might never have known previously but useful for your workflow.

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How to Build an AI Chatbot Without Coding?

Analytics Vidhya

Introduction Chatbots have become an essential tool for most organisations. They provide excellent customer support and enhance user engagement. Are you interested in building a chatbot for your business but aren’t a developer? No problem! Thanks to rapid advancements in no-code platforms, building an AI agent chatbot without coding is now possible for anyone.

AI 232
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Interpreting and Communicating Data Science Results

Machine Learning Mastery

As data scientists, we often invest significant time and effort in data preparation, model development, and optimization. However, the true value of our work emerges when we can effectively interpret our findings and convey them to stakeholders. This process involves not only understanding the technical aspects of our models but also translating complex analyses into clear, impactful narratives.

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17 Prompting Techniques to Supercharge Your LLMs

Analytics Vidhya

Introduction Large Language Models , like GPT-4, have transformed the way we approach tasks that require language understanding, generation, and interaction. From drafting creative content to solving complex problems, the potential of LLMs seems boundless. However, the true power of these models is not just in their architecture but in how effectively we communicate with […] The post 17 Prompting Techniques to Supercharge Your LLMs appeared first on Analytics Vidhya.

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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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Android 15 release date is today, Google accidentally leaks

Dataconomy

Android 15 is confirmed to roll out to Pixel devices today, thanks to an early post on Google’s German Pixel Community forum. Though quickly removed, the news has already made waves through screenshots shared by Redditors who received emails about it. Pixel users to enjoy Android 15 today Below is a translated version of the message, shared by a Redditor : “ Dear Pixel Community, This month, all supported Google Pixel devices running Android 14 will receive the software update to Android 15.

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What are AI Agents?

Analytics Vidhya

Introduction Artificial Intelligence (AI) is rapidly evolving, and 2024 is shaping up to be the year of AI agents. But what are AI agents, and why are they becoming so important? AI agents represent a shift from traditional AI models to more autonomous systems capable of reasoning, planning, and acting on their own. In this […] The post What are AI Agents?

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EV battery prices to fall by nearly 50 pct and near ICE parity by 2026, says Goldman Sachs

Hacker News

Global EV battery prices could drop by almost another 50 per cent by 2026, according to Goldman Sachs, bringing with it the potential of price parity with internal combustion engine (ICE) cars. The post EV battery prices to fall by nearly 50 pct and near ICE parity by 2026, says Goldman Sachs appeared first on The Driven.

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Scalable Private Search with Wally

Machine Learning Research at Apple

This paper presents Wally, a private search system that supports efficient semantic and keyword search queries against large databases. When sufficiently many clients are making queries, Wally’s performance is significantly better than previous systems. In previous private search systems, for each client query, the server must perform at least one expensive cryptographic operation per database entry.

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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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Show HN: I 3D scanned the tunnels inside the Maya Pyramid Temples at Copan

Hacker News

Since the 1930’s, archaeologists have tunneled into the acropolis at Copan to understand the many phases of construction throughout its history. With investigations now mostly complete, the tunnels measure close to 4 kilometers in cumulative length, and have uncovered early stelae, plaster facades and tombs that have taught us much about what the acropolis was like before its final phase.

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Function Calling in AI Agents Using Mistral 7B

Analytics Vidhya

Introduction Function calling in large language models (LLMs) has transformed how AI agents interact with external systems, APIs, or tools, enabling structured decision-making based on natural language prompts. By using JSON schema-defined functions, these models can autonomously select and execute external operations, offering new levels of automation.

AI 145
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Meta’s open AI hardware vision

Hacker News

At the Open Compute Project (OCP) Global Summit 2024, we’re showcasing our latest open AI hardware designs with the OCP community. These innovations include a new AI platform, cutting-edge open rack designs, and advanced network fabrics and components. By sharing our designs, we hope to inspire collaboration and foster innovation. If you’re passionate about building the future of AI, we invite you to engage with us and OCP to help shape the next generation of open hardware for AI.

AI 180
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How gen AI is impacting low-code software development

Dataconomy

Advances in software development have had profound changes from hand-coded to more machine-like approaches. Probably the most transformative technology that came out of this evolution is Low-Code/No-Code (LCNC) platforms, whose sole purpose it is to make development easier and faster. The tsunami of demands for faster application development in the wake of digital transformation has fueled the growth of LCNC platforms.

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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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OpenAI Is a Bad Business

Hacker News

OpenAI, a non-profit AI company that will lose anywhere from $4 billion to $5 billion this year, will at some point in the next six or so months convert into a for-profit AI company, at which point it will continue to lose money in exactly the same way.

AI 179
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NVIDIA stock soars, closing at a new high of $138.07

Dataconomy

NVIDIA’s stock just hit a record high, closing at $138.07. If you’re wondering why this is significant, let me take you through a clearer view of what’s happening. NVIDIA is now the second most valuable company in the U.S., with a market cap of $3.4 trillion, right on the heels of Apple. In simpler terms, NVIDIA’s meteoric rise is no accident—it’s tied to something much bigger: artificial intelligence, or AI for short.

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The deep-sea 'emergency service' that keeps the internet running

Hacker News

Ninety-nine percent of the world's digital communications rely on subsea cables. Fixing them keeps us all connected – and has changed our understanding of the ocean.

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Building a successful e-commerce brand in the age of Amazon

Dataconomy

If you’re interested in building an e-commerce business in 2024, there’s no avoiding the 500lb gorilla in the room: Amazon. Whether you want to or not, you’ll need to compete with them for a share of almost any market segment you target. The problem is that competing with them in scale, reach, and resources is impossible. So, if you want to stand a chance of succeeding, you need to learn how to do more with less.

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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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Big Advance on Simple-Sounding Math Problem Was a Century in the Making

Hacker News

A new proof about prime numbers illuminates the subtle relationship between addition and multiplication — and raises hopes for progress on the famous abc conjecture.

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Microsoft patents real-time audio-to-image generator

Dataconomy

You’re on yet another endless Zoom or Teams meeting. Voices droning on, slides barely holding your attention, and your eyes glazing over as someone rattles off quarterly stats. Now, imagine if, instead of boring you with spreadsheets, the AI in the meeting starts to whip up visuals on the spot—actual images that bring the conversation to life, generated in real-time as people speak.

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The C23 edition of Modern C is now available for free

Hacker News

The C23 edition of Modern C is now available for free download from [link] This new edition has been the occasion to overhaul the presentation in many places, but its main purpose is the update to the new C standard, C23.

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Improve public speaking skills using a generative AI-based virtual assistant with Amazon Bedrock

AWS Machine Learning Blog

Public speaking is a critical skill in today’s world, whether it’s for professional presentations, academic settings, or personal growth. By practicing it regularly, individuals can build confidence, manage anxiety in a healthy way, and develop effective communication skills leading to successful public speaking engagements. Now, with the advent of large language models (LLMs), you can use generative AI -powered virtual assistants to provide real-time analysis of speech, identification of areas

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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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Life expectancy rise in rich countries slows down: took 30 years to prove

Hacker News

Improvements in public health and medicine have lengthened human survival, but science has yet to overcome ageing. Improvements in public health and medicine have lengthened human survival, but science has yet to overcome ageing.

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The future of sports safety: Exclusive interview with Andrey Baykov

Dataconomy

Quanta Sphere LLC is transforming sports safety with cutting-edge technology. In this interview, Andrey Baykov, the founder, explains how the company’s flagship product, AirGuard, is revolutionizing safety in extreme sports through AI and ML. What was your initial vision for Quanta Sphere LLC, and how has it evolved? My vision for Quanta Sphere LLC came from my background in skydiving and aviation.

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OCP Summit 2024: The open future of networking hardware for AI

Hacker News

At Open Compute Project Summit (OCP) 2024, we’re sharing details about our next-generation network fabric for our AI training clusters. We’ve expanded our network hardware portfolio and are contributing two new disaggregated network fabrics and a new NIC to OCP. We look forward to continued collaboration with OCP to open designs for racks, servers, storage boxes, and motherboards to benefit companies of all sizes across the industry.

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Varjo’s XR Tech Advances Pilot Training In U.S. And Ukraine

MoorInsights for Forbes

Varjo's XR headsets continue to find their way into more training applications, including flight simulation for the U.S. and Ukrainian militaries.

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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.