Mon.Sep 18, 2023

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Anyscale Teams With NVIDIA to Supercharge LLM Performance and Efficiency

insideBIGDATA

Anyscale, the AI infrastructure company built by the creators of Ray, the world’s fastest-growing open-source unified framework for scalable computing, today announced a collaboration with NVIDIA to further boost the performance and efficiency of large language model (LLM) development on Ray and the Anyscale Platform for production AI.

AI 433
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Ensemble Learning Techniques: A Walkthrough with Random Forests in Python

KDnuggets

A practical walkthrough for random forests in Python.

Python 380
professionals

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The Creative Potential of Normalizing Flows in Generative AI

Analytics Vidhya

Introduction Generative AI, with its remarkable ability to create data that closely resembles real-world examples, has garnered significant attention in recent years. While models like GANs and VAEs have stolen the limelight, a lesser-known gem called “Normalizing Flows” in generative AI has quietly reshaped the generative modeling landscape.

AI 355
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Hands-On with Supervised Learning: Linear Regression

KDnuggets

If you're looking for a hands-on experience with a detailed yet beginner-friendly tutorial on implementing Linear Regression using Scikit-learn, you're in for an engaging journey.

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What’s New in Apache Airflow® 3.0—And How Will It Reshape Your Data Workflows?

Speaker: Tamara Fingerlin, Developer Advocate

Apache Airflow® 3.0, the most anticipated Airflow release yet, officially launched this April. As the de facto standard for data orchestration, Airflow is trusted by over 77,000 organizations to power everything from advanced analytics to production AI and MLOps. With the 3.0 release, the top-requested features from the community were delivered, including a revamped UI for easier navigation, stronger security, and greater flexibility to run tasks anywhere at any time.

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GenAI in Fashion | A Segmind Stable Diffusion XL 1.0 Approach

Analytics Vidhya

Introduction The fashion industry has not been left out and has been looking for ways to stay at the forefront of innovation to meet consumers’ ever-changing tastes and preferences. If you are into fashion or are a fashion freak, you should consider the capability of stable diffusers. The Segmind API makes this possibility too easy. […] The post GenAI in Fashion | A Segmind Stable Diffusion XL 1.0 Approach appeared first on Analytics Vidhya.

Analytics 353
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How to Identify Missing Data in Time-Series Datasets

KDnuggets

Using exploratory data analysis to wnderstand missing data gaps.

More Trending

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A Costa Rica journey with a Twist of Pura Vida

databricks

Costa Rica is known for several things, both culturally and ecologically. Among those are biodiversity, coffee, Pura Vida, and most recently a rapidly.

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Top 10 Data Science Companies in USA

Analytics Vidhya

USA is the hub of advanced technologies, leading to the presence of increasing trends of competition. Each company hires the best tech experts to work with different algorithms and models with respect to data analytics, machine learning, artificial intelligence and so on. In the digital era, data science companies in USA are leading in technologies […] The post Top 10 Data Science Companies in USA appeared first on Analytics Vidhya.

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Introducing the Support of Lateral Column Alias

databricks

We are thrilled to introduce the support of a new SQL feature in Apache Spark and Databricks: Lateral Column Alias (LCA). This feature.

SQL 306
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Top 10 AI Automation to Boost Your Productivity

Analytics Vidhya

In our fast-paced digital world, staying competitive and achieving success in various fields requires a careful balance of productivity and work-life harmony. Embracing the latest AI automation tools and technologies can significantly enhance productivity and enable us to excel in both our professional and personal lives. Let’s explore the top 10 AI automation tools that […] The post Top 10 AI Automation to Boost Your Productivity appeared first on Analytics Vidhya.

AI 318
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Agent Tooling: Connecting AI to Your Tools, Systems & Data

Speaker: Alex Salazar, CEO & Co-Founder @ Arcade | Nate Barbettini, Founding Engineer @ Arcade | Tony Karrer, Founder & CTO @ Aggregage

There’s a lot of noise surrounding the ability of AI agents to connect to your tools, systems and data. But building an AI application into a reliable, secure workflow agent isn’t as simple as plugging in an API. As an engineering leader, it can be challenging to make sense of this evolving landscape, but agent tooling provides such high value that it’s critical we figure out how to move forward.

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Generative AI revolutionizing jobs for success

Data Science Dojo

Generative AI is a rapidly developing field of artificial intelligence that is capable of creating new content, such as text, images, and music. This technology has the potential to revolutionize many industries and professions, but it is also likely to significantly impact the job market. The rise of Generative AI While generative AI has been around for several decades, it has only recently become a reality thanks to the development of deep learning techniques.

AI 273
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Kinetica Launches Native Large Language Model for Language-to-SQL on Enterprise Data  

insideBIGDATA

Kinetica, the speed layer for generative AI and real-time analytics, announced a native Large Language Model (LLM) combined with Kinetica’s innovative architecture that allows users to perform ad-hoc data analysis on real-time, structured data at speed using natural language. Unlike with public LLMs, no external API call is required and data never leaves the customer’s environment.

SQL 243
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Top 10 Data Science Startups in USA

Analytics Vidhya

Data science has emerged to be a promising field. Moving beyond the theoretical predictions of its ability to revolutionize human society, numerous startups have come forward to exhibit its immense potential. The article enlists top data science startups in USA. Top Data Science Startups in USA Startup Name Funding Amount No. of years Search Growth […] The post Top 10 Data Science Startups in USA appeared first on Analytics Vidhya.

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Heard on the Street – 9/18/2023

insideBIGDATA

Welcome to insideBIGDATA’s “Heard on the Street” round-up column! In this regular feature, we highlight thought-leadership commentaries from members of the big data ecosystem. Each edition covers the trends of the day with compelling perspectives that can provide important insights to give you a competitive advantage in the marketplace.

Big Data 221
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How to Modernize Manufacturing Without Losing Control

Speaker: Andrew Skoog, Founder of MachinistX & President of Hexis Representatives

Manufacturing is evolving, and the right technology can empower—not replace—your workforce. Smart automation and AI-driven software are revolutionizing decision-making, optimizing processes, and improving efficiency. But how do you implement these tools with confidence and ensure they complement human expertise rather than override it? Join industry expert Andrew Skoog as he explores how manufacturers can leverage automation to enhance operations, streamline workflows, and make smarter, data-dri

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Top 12 AI song generators you have to try in 2023

Dataconomy

AI song generators are reshaping the music industry, offering new tools for everyone from experts to beginners. Amateur musicians, in particular, find themselves with a rich palette of AI tools that augment, rather than replace, their creative prowess. The narrative that AI aims to substitute human creativity is gradually fading; rather, we’re witnessing an era where AI acts as an ensemble partner in the grand orchestra of artistic creation.

AI 203
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U.S. National Debt Tops $33T for First Time

Hacker News

The fiscal milestone comes as Congress is facing a new spending fight with a government shutdown looming.

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SoftBank ready to burn tens of billions of dollars for AI

Dataconomy

The tech world is abuzz with excitement as SoftBank, the Japanese conglomerate led by CEO Masayoshi Son, sets its sights on a bold and ambitious new venture: investing tens of billions of dollars in artificial intelligence (AI) firms. Among the potential beneficiaries of SoftBank’s largesse is OpenAI , a prominent player in the AI field. This move comes on the heels of SoftBank’s successful IPO of tech company Arm, a development that promises to reshape the landscape of the technolog

AI 202
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Paint on Windows is getting layers and transparency support

Hacker News

Hello Windows Insiders, Today we are beginning to roll out an update for the Paint app to Windows Insiders in the Canary and Dev Channels (version 11.2308.18.0 or higher). With this update, we are introducing support for layers and transparency!

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Automation, Evolved: Your New Playbook for Smarter Knowledge Work

Speaker: Frank Taliano

Documents are the backbone of enterprise operations, but they are also a common source of inefficiency. From buried insights to manual handoffs, document-based workflows can quietly stall decision-making and drain resources. For large, complex organizations, legacy systems and siloed processes create friction that AI is uniquely positioned to resolve.

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How to make money online with AI

Dataconomy

Unlocking the secrets of how to make money online with AI could be the game-changer you’ve been waiting for in your entrepreneurial journey. Far from being a futuristic fantasy, earning a substantial income with AI is a tangible reality today, and the startup costs are often surprisingly low. In this comprehensive guide, we’ve distilled our collective knowledge to present you with a curated list of proven strategies for capitalizing on AI’s transformative potential.

AI 194
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38TB of data accidentally exposed by Microsoft AI researchers

Hacker News

Wiz Research found a data exposure incident on Microsoft’s AI GitHub repository, including over 30,000 internal Microsoft Teams messages – all caused by one misconfigured SAS token

AI 182
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Conker AI creates quizzes for your selected topic

Dataconomy

Conker AI shines as a convenient tool, enabling educators to efficiently generate quizzes without the usual hassle. Far from adding to the workload with inaccuracies, the platform is deftly engineered to eliminate such hindrances, particularly impressive given AI’s nascent phase. Ease of use is another forte of Conker AI, making it a go-to resource even for those who aren’t tech-savvy.

AI 188
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Today’s AI is ‘alchemy,’ not science — what that means and why that matters | The AI Beat

Flipboard

A New York Times article this morning, titled “How to Tell if Your AI Is Conscious,” says that in a new report, “scientists offer a list of measurable qualities” based on a “brand-new” science of consciousness.

AI 181
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How to Achieve High-Accuracy Results When Using LLMs

Speaker: Ben Epstein, Stealth Founder & CTO | Tony Karrer, Founder & CTO, Aggregage

When tasked with building a fundamentally new product line with deeper insights than previously achievable for a high-value client, Ben Epstein and his team faced a significant challenge: how to harness LLMs to produce consistent, high-accuracy outputs at scale. In this new session, Ben will share how he and his team engineered a system (based on proven software engineering approaches) that employs reproducible test variations (via temperature 0 and fixed seeds), and enables non-LLM evaluation m

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The simple source of complex machine learning

Dataconomy

Conjunctive normal form (CNF) stands as a critical puzzle piece for artificial intelligence and machine learning applications. It’s the behind-the-scenes hero that powers the efficiency, adaptability, and deep insights of AI. But why is CNF so indispensable? Conjunctive normal form, which is actually a mathematical theorem, has been helping us for years to process complicated data.

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OpenRA – Classic strategy games rebuilt for the modern era

Hacker News

OpenRA is an open source project that recreates and modernizes classic real time strategy games, like Red Alert, Command & Conquer, and Dune 2000.

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Microsoft data leak: Microsoft’s 38TB time bomb ticks after 3 years

Dataconomy

The recent Microsoft data leak shows that where data is king and guardian, even giants can find themselves entangled in a web of their creation. Picture this: a data breach that remained hidden for nearly three years, a digital treasure chest left ajar, and an accidental unveiling by vigilant cyber sleuths. This is the sensational story of the Microsoft data leak—a cautionary tale that peels back the curtain on the complexities of data security in the age of artificial intelligence.

Azure 184
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Astronomy Photographer of the Year 2023 winners

Hacker News

See the winning images from the world's biggest space photography competition.

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Maximizing Profit and Productivity: The New Era of AI-Powered Accounting

Speaker: Yohan Lobo and Dennis Street

In the accounting world, staying ahead means embracing the tools that allow you to work smarter, not harder. Outdated processes and disconnected systems can hold your organization back, but the right technologies can help you streamline operations, boost productivity, and improve client delivery. Dive into the strategies and innovations transforming accounting practices.

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Oracle brings voice-activated AI to healthcare with Clinical Digital Assistant

Flipboard

Oracle is moving to embrace generative AI for healthcare.

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Some new snippets from the Snowden documents

Hacker News

Comments

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Charted: The Exponential Growth in AI Computation

Flipboard

Electronic computers had barely been around for a decade in the 1940s, before experiments with AI began.

AI 181
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Striking auto workers want a 40% pay increase–the same rate their CEOs’ pay grew

Hacker News

Autoworker pay at "The Big Three" works on a tiered system, where more recent hires start at lower rates of pay than more tenured workers.

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The 2nd Generation of Innovation Management: A Survival Guide

Speaker: Chris Townsend, VP of Product Marketing, Wellspring

Over the past decade, companies have embraced innovation with enthusiasm—Chief Innovation Officers have been hired, and in-house incubators, accelerators, and co-creation labs have been launched. CEOs have spoken with passion about “making everyone an innovator” and the need “to disrupt our own business.” But after years of experimentation, senior leaders are asking: Is this still just an experiment, or are we in it for the long haul?