Tue.Oct 08, 2024

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Securing the data pipeline, from blockchain to AI

Dataconomy

Generative artificial intelligence is the talk of the town in the technology world today. Almost every tech company today is up to its neck in generative AI, with Google focused on enhancing search, Microsoft betting the house on business productivity gains with its family of copilots, and startups like Runway AI and Stability AI going all-in on video and image creation.

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The Long Context RAG Capabilities of OpenAI o1 and Google Gemini

databricks

Retrieval Augmented Generation (RAG) is the top use case for Databricks customers who want to customize AI workflows on their own data. The.

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Trending Sources

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SAP Brews Up New Thermodynamic Charges In Joule Copilot

Adrian Bridgwater for Forbes

SAP Knowledge Graph is designed to help software application development engineers to use SAP data in closer connection with its business context.

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Introducing Databricks Apps

databricks

Summary Databricks Apps, a new way to build and deploy internal data and AI applications, is now available in Public Preview on AWS.

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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have migrated their testing and production workloads to the cloud, yet development environments often remain tied to outdated local setups, limiting efficiency and growth.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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Domino Data Lab Transforms AI Governance from Innovation Tax into Value Driver

insideBIGDATA

Domino Data Lab, provider of the leading Enterprise AI Platform trusted by the largest AI-driven companies, today announced Domino Governance, a new solution for mitigating AI's risks while accelerating its rewards. Its unique approach automatically orchestrates the fully governed model lifecycle.

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Enhancing RAG Accuracy: Databricks Ventures Invests in Voyage AI

databricks

We consistently hear from our customers that one of the headwinds to transitioning Generative AI applications from pilot to production is the accuracy.

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More Trending

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Using Hugging Face Transformers with PyTorch and TensorFlow

KDnuggets

With Hugging Face become prominent than ever, learning how to use the Transformers library with popular deep-learning frameworks would improve your career.

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How to Measure the ROI of GenAI Investments?

Analytics Vidhya

Introduction Generative AI is experiencing an incredible boom, and it’s no longer just a tech-centric topic. It has caught the eye of top business leaders and is now a tool in the C-suite’s arsenal. As organizations deploy Generative AI in their workflows, it is crucial for them to evaluate if this technology is delivering the […] The post How to Measure the ROI of GenAI Investments?

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7 Cool Data Science Project Ideas for Beginners

KDnuggets

Are you a data science beginner looking to build your portfolio? Start working on these projects today.

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Essential Practices for Building Robust LLM Pipelines

Analytics Vidhya

Introduction Large Language Model Operations (LLMOps) is an extension of MLOps, tailored specifically to the unique challenges of managing large-scale language models like GPT, PaLM, and BERT. While MLOps focuses on the lifecycle of machine learning models in general, LLM Ops addresses the complexities introduced by models with billions of parameters, such as handling resource-intensive […] The post Essential Practices for Building Robust LLM Pipelines 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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Step-by-Step Guide to Deploying ML Models with Docker

KDnuggets

Tired of fixing the same deployment issues? Learn how Docker can keep your ML models running smoothly, every time.

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Top 10 Reddit Threads on LLM Agents that you Must Follow

Analytics Vidhya

Introduction Looking to stay updated on the latest in LLM (Large Language Model) agents? Reddit is the perfect place for real-time discussions, expert insights, and practical advice. In this article, I have highlight the top Reddit threads you should follow. Whether you’re a beginner or an expert, these threads will help you learn and grow […] The post Top 10 Reddit Threads on LLM Agents that you Must Follow appeared first on Analytics Vidhya.

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On the Nature of Time

Hacker News

The Computational View of Time Time is a central feature of human experience. But what actually is it? In traditional scientific accounts it’s often represented as some kind of coordinate much like space (though a coordinate that for some reason is always systematically increasing for us). But while this may be a useful mathematical description, it’s not telling us anything about what time in a sense “intrinsically is”.

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Top 5 AI Agent Projects to Try

Analytics Vidhya

Introduction AI agents are the driving force behind many modern applications, offering autonomy, intelligence, and adaptability. From automating processes to making decisions in real-time, these agents play an essential role across industries. In this article, we’ll explore five exciting AI agent projects. Each project will challenge and expand your skills.

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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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Do U.S. ports need more automation?

Hacker News

On October 1st, 47,000 members of the International Longshoremen's Association (ILA), primarily dockworkers on East and Gulf Coast ports, went on strike after failing to agree contract terms with USMX, an alliance of port operators and employers.

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Evaluating and Monitoring LLM & RAG Applications with Opik

Analytics Vidhya

Introduction AI development is making significant strides, particularly with the rise of Large Language Models (LLMs) and Retrieval-Augmented Generation (RAG) applications. As developers strive to create more robust and reliable AI systems, tools that facilitate evaluation and monitoring have become essential. One such tool is Opik, an open-source platform designed to streamline the evaluation, testing, […] The post Evaluating and Monitoring LLM & RAG Applications with Opik appeared f

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Show HN: Winamp and other media players, rebuilt for the web with Web Components

Hacker News

Video and audio player themes that work for any web player (Video.js, Youtube embeds, and more), and with every web app framework (HTML, React, and more). Open source and built with Media Chrome so they’re fully customizable using just HTML and CSS.

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30 Python Code Snippets for your Everyday Use

Analytics Vidhya

Introduction Python is widely used by developers since it is an easy language to learn and implement. One its strong sides is that there are many samples of useful and concise code that may help to solve definite problems. Regardless of whether you are dealing with files, data, or web scraping these snippets will help […] The post 30 Python Code Snippets for your Everyday Use appeared first on Analytics Vidhya.

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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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Stop Ignoring Your High Performers

Hacker News

Managers often make a costly mistake in leaving high performers to perform at their maximum capacity without support, choosing to instead devote their time and attention to underperformers. In doing so, though, these high performers are often left feeling overlooked and neglected. Contrary to popular belief, high performers need just as much attention as underperformers — just not in the same way.

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Contrastive Localized Language-Image Pre-Training

Machine Learning Research at Apple

Contrastive Language-Image Pre-training (CLIP) has been a celebrated method for training vision encoders to generate image/text representations facilitating various applications. Recently, CLIP has been widely adopted as the vision backbone of multimodal large language models (MLLMs) to connect image inputs for language interactions. The success of CLIP as a vision-language foundation model relies on aligning web-crawled noisy text annotations at image levels.

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How to Delete Your 23andMe Data Amid the Company's Turmoil

Hacker News

DNA analysis company 23andme has been in trouble lately: data was breached in a 2023 hack, and this September the entire board of directors resigned over disagreements with the CEO. That CEO, Anne Wojcicki, had said she was open to third-party takeover proposals; she only reversed that decision this week. The company is not currently for sale, but nothing about this is looking good—and it’s not clear what would happen to customer data if the company goes under.

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When is Multicalibration Post-Processing Necessary?

Machine Learning Research at Apple

Calibration is a well-studied property of predictors which guarantees meaningful uncertainty estimates. Multicalibration is a related notion -- originating in algorithmic fairness -- which requires predictors to be simultaneously calibrated over a potentially complex and overlapping collection of protected subpopulations (such as groups defined by ethnicity, race, or income).

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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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End of the Road for Google Drive in Transmit

Hacker News

We never like removing functionality from our apps. We especially don’t like doing it when it’s due to circumstances beyond our control. But, sometimes — rarely? — it can happen, and so, please take note: At some unknown point in the future, Google will revoke Transmit's access to Google Drive.

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On the Limited Generalization Capability of the Implicit Reward Model Induced by Direct Preference Optimization

Machine Learning Research at Apple

Reinforcement Learning from Human Feedback (RLHF) is an effective approach for aligning language models to human preferences. Central to RLHF is learning a reward function for scoring human preferences. Two main approaches for learning a reward model are 1) training an explicit reward model as in RLHF, and 2) using an implicit reward learned from preference data through methods such as Direct Preference Optimization (DPO).

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Kotlin Money

Hacker News

Manipulating monetary amounts is a common computing chore. However, no mainstream language has a first-class data type for representing money, it’s up to pro.

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Samsung’s apology signals they’re slipping in the AI race

Dataconomy

Samsung Electronics has publicly apologized and admitted it’s facing what many are calling a “crisis” after revealing lower-than-expected profits. According to the Financial Times , the South Korean tech giant reported an operating profit of 9.1 trillion won ($6.8 billion) for the third quarter, falling short of market forecasts, which had predicted 10.3 trillion won, as per LSEG SmartEstimates.

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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 $550M Question: How Does David Geffen Hall Sound?

Hacker News

The New York Philharmonic’s home underwent an extensive renovation that was finished two years ago. But that was only the beginning of the quest for the perfect sound.

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Dataconomy partners with Jobbio’s Amply Network to launch data-driven tech jobs board

Dataconomy

Dataconomy, a leading portal for data-driven technology news and insights, is excited to announce a new partnership with Jobbio’s Amply Network, resulting in the launch of a cutting-edge jobs board designed with the tech industry in mind. This collaboration will provide Dataconomoy’s global audience with a dedicated platform to explore career opportunities in the fast-evolving world of data-driven innovation.

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Lead Drinking-Water Pipes Must Be Replaced Nationwide, EPA Says

Hacker News

The “historic” rule aims to eliminate a major source of lead poisoning and comes a decade after a drinking-water crisis in Flint, Mich.

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Robust Windows 10 migration tool: Efficiently manage hard disk

Dataconomy

What is the Windows 10 migration tool? A Windows 10 migration utility is a software application that is designed to transfer the data and operating system of a computer, such as Windows 10, from one storage device to another, such as a hard drive or solid state drive. It facilitates the transfer of files, software, preferences, and the operating system to a new disk without the need for reinstallation.

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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.