Sat.Oct 05, 2024 - Fri.Oct 11, 2024

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Cloudflare Enhances AI Inference Platform with Powerful GPU Upgrade, Faster Inference, Larger Models, Observability, and Upgraded Vector Database

insideBIGDATA

Cloudflare, Inc. (NYSE: NET), a leading connectivity cloud company, announced powerful new capabilities for Workers AI, the serverless AI platform, and its suite of AI application building blocks, to help developers build faster, more powerful and more performant AI applications. Applications built on Workers AI can now benefit from faster inference, bigger models, improved performance analytics, and more.

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GSM-Symbolic: Understanding the Limitations of Mathematical Reasoning in Large Language Models

Machine Learning Research at Apple

Recent advancements in Large Language Models (LLMs) have sparked interest in their formal reasoning capabilities, particularly in mathematics. The GSM8K benchmark is widely used to assess the mathematical reasoning of models on grade-school-level questions. While the performance of LLMs on GSM8K has significantly improved in recent years, it remains unclear whether their mathematical reasoning capabilities have genuinely advanced, raising questions about the reliability of the reported metrics.

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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.

AI 354
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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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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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Pramata and Deloitte Help Clients Apply Generative AI to Contract Analytics

insideBIGDATA

Pramata, a leading end-to-end contract management platform, announced a new strategic alliance with Deloitte. The organizations’ mutual clients can leverage Pramata’s simple, Generative AI-powered contract management and analytics solution with Deloitte’s corporate Risk, Regulatory, and Forensic advisory services to increase visibility into contract data and hierarchies that can span multiple systems and business units.

Analytics 428
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Qualys: Failing Safer Inside The Preparedness Paradox

Adrian Bridgwater for Forbes

In the world of enterprise software application development and systems management, prudent organizations always put user and data security and safety at the forefront.

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More Trending

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Mastering Prompt Engineering in 2024

KDnuggets

Read this overview of prompting techniques, challenges, and best practices to help you master this essential AI skill.

AI 308
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AI’s Role in Revolutionizing Anti-Money Laundering Efforts

insideBIGDATA

In this contributed article, Vall Herard, CEO of Saifr.ai, points out that by augmenting human expertise with machine precision, AI is dramatically boosting the efficacy, efficiency, and scale of AML and KYC solutions.

AI 369
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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.

AI 306
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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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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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10 Critical AI Concepts Explained in 5 Minutes

KDnuggets

Acquire a transversal understanding of high-relevance AI jargon in the time it takes to drink a cup of coffee.

AI 302
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Improving How Machine Translations Handle Grammatical Gender Ambiguity

Machine Learning Research at Apple

Machine Translation (MT) enables people to connect with others and engage with content across language barriers. Grammatical gender presents a difficult challenge for these systems, as some languages require specificity for terms that can be ambiguous or neutral in other languages. For example, when translating the English word "nurse" into Spanish, one must decide whether the feminine "enfermera" or the masculine "enfermero" is appropriate.

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Mechanical Magistrates, The Gavel Comes Down On Legal Software

Adrian Bridgwater for Forbes

While the deployment of big data analytics in the legal business has matured, the encroaching spectre of artificial intelligence hasn’t gone unnoticed.

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Announcing GA of Provider Usage Analytics

databricks

We are announcing the General Availability of Provider Usage Analytics for Databricks Marketplace providers. This feature lets you analyze lead generation and product.

Analytics 289
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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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Integrating LLMs with Scikit-Learn Using Scikit-LLM

KDnuggets

Combining LLM reasoning for text-based models in Scikit-Learn.

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Depth Pro: Sharp Monocular Metric Depth in Less Than a Second

Machine Learning Research at Apple

We present a foundation model for zero-shot metric monocular depth estimation. Our model, Depth Pro, synthesizes high-resolution depth maps with unparalleled sharpness and high-frequency details. The predictions are metric, with absolute scale, without relying on the availability of metadata such as camera intrinsics. And the model is fast, producing a 2.25-megapixel depth map in 0.3 seconds on a standard GPU.

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AMD Unveils 5th Gen EPYC, Instinct MI325X & More at Advancing AI 2024

insideBIGDATA

Today at the Advancing AI event in San Francisco, AMD announced the latest AI and high-performance computing solutions, including the 5th Gen AMD EPYC and AMD Instinct MI325X accelerators and processors, alongside leading customers and partners including Microsoft, OpenAI, Meta, Oracle, Google Cloud and more.

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Announcing the General Availability of Databricks Assistant Autocomplete

databricks

Today, we are excited to announce the general availability of Databricks Assistant Autocomplete on all cloud platforms. Assistant Autocomplete provides personalized AI-powered code.

AI 272
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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 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.

ML 294
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The AI Video Faceoff: OpenAI’s Sora or Meta’s Movie Gen?

Data Science Dojo

What started as a race to dominate language models with GPT and LLaMA is now moving into a new dimension: video. OpenAI and Meta, two of the biggest names in AI, are taking their competition beyond text and images into the realm of video generation. OpenAI’s Sora AI and Meta’s Movie Gen are leading this shift, offering the power to create entire scenes with just a few words.

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How to Balance Top-Down Decision-Making and Bottom-Up Innovation for Enterprise AI Adoption

insideBIGDATA

In this contributed article, Molly Lebowitz, Senior Director, Propeller, believes that for successful enterprise AI adoption, leaders must balance top-down decision-making with grassroots experimentation. A centralized engine to link the two will allow organizations to prioritize and centralize around high-value AI use cases while surfacing innovative new uses for AI.

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Data Strategy: Why it Matters and How to Build One

databricks

With the pace of modern business and the competitive need for more and more data, organizations now correctly ask whether their data management.

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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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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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What do Top Leaders have to Say About Agentic AI?

Analytics Vidhya

Introduction Agentic AI is an exciting concept! It’s all about creating AI that can work on its own, without us constantly telling it what to do. Think of it like having a super-smart assistant; it doesn’t just sit there waiting for orders, but predicts what you need and gets it done. This idea is getting […] The post What do Top Leaders have to Say About Agentic AI?

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Cloudera Expands Industry-Leading Enterprise AI Ecosystem with New Partners

insideBIGDATA

Cloudera, a hybrid platform for data, analytics, and AI, today announced the expansion of its Enterprise AI Ecosystem during its annual data and AI conference, EVOLVE24 New York. This initiative brings together a diverse group of industry-leading AI providers to deliver comprehensive, end-to-end AI solutions for customers that help to maximize the value of AI.

AI 221
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VQAScore: Evaluating and Improving Vision-Language Generative Models

ML @ CMU

Introduction Text-to-image/video models like Midjourney, Imagen3, Stable Diffusion, and Sora can generate aesthetic, photo-realistic visuals from natural language prompts, for example, given “ Several giant woolly mammoths approach, treading through a snowy meadow… ”, Sora generates: But how do we know if these models generate what we desire? For example, if the prompt is “ The brown dog chases the black dog around a tree ”, how can we tell if the model shows the dogs “ chasing around a tree ” r

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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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Claude AI: Unboxing Anthropic’s LLM-based AI Assistant, Artifacts & Use Cases

KDnuggets

Dive into this emerging and powerful LLM-based AI tool for enhancing your business, creative, or daily processes through well-managed conversations.

AI 289
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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?

Analytics 197
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GenAI – How Enterprises Can Move Beyond Code Generation to Achieve Real Value

insideBIGDATA

The arrival of GenAI has put immense pressure on software development organizations. According to a new Bain & Company report, "Beyond Code Generation: More Efficient Software Development," GenAI appears to save about 10-15% of total software engineering time today — but improvements of 30% or more are possible.

AI 221
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Google is preparing to let you run Linux apps on Android, just like Chrome OS

Hacker News

Google is developing a Terminal app for Android that'll let you run Linux apps. It'll download and run Debian in a VM for you.

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Prepare Now: 2025's Must-Know Trends For Product And Data Leaders

Speaker: Jay Allardyce, Deepak Vittal, Terrence Sheflin, and Mahyar Ghasemali

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.