Mon.Jul 22, 2024

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In AI We Don’t Trust: Too Many Healthcare Insurers Base Decisions on Assumption Over Data, Report Reveals

insideBIGDATA

The healthcare insurance sector in the US is struggling to make critical decisions due to a severe lack of accessibility, context and trust in their data. That is according to a new international study by ActiveOps, a leading provider of AI-powered decision intelligence for service operations.

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Free Generative AI Course: Pioneering the Future of Creativity and Innovation

Analytics Vidhya

Introduction Generative AI has been the hottest topic of the 21st century, revolutionizing industries with its ability to create text, images, music, and even entire virtual worlds, all with the touch of a button. From video editing to music creation, GenAI rules every sector. This technology transforms fields like art and entertainment, significantly impacting healthcare, […] The post Free Generative AI Course: Pioneering the Future of Creativity and Innovation appeared first on Analytics

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Enhancing LLM-as-a-Judge with Grading Notes

databricks

Evaluating long-form LLM outputs quickly and accurately is critical for rapid AI development. As a result, many developers wish to deploy LLM-as-judge methods.

AI 319
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How to Run LLM Models Locally with Ollama?

Analytics Vidhya

Introduction Running large language models (LLMs) locally can be a game-changer, whether you’re experimenting with AI or building advanced applications. But let’s be honest—setting up your environment and getting these models to run smoothly on your machine can be a real headache. Enter Ollama, the platform that makes working with open-source LLMs a breeze.

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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have migrated their testing and production workloads to the cloud, yet development environments often remain tied to outdated local setups, limiting efficiency and growth.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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Introducing Mosaic AI Model Training for Fine-Tuning GenAI Models

databricks

Today, we're thrilled to announce that Mosaic AI Model Training's support for fine-tuning GenAI models is now available in Public Preview. At Databricks.

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10 Must Read Machine Learning Research Papers

Analytics Vidhya

Introduction In this article, we dive into the top 10 publications that have transformed artificial intelligence and machine learning. We’ll take you through a thorough examination of recent advancements in neural networks and algorithms, shedding light on the key ideas behind modern AI. By highlighting the significant impact of these discoveries on current applications and […] The post 10 Must Read Machine Learning Research Papers appeared first on Analytics Vidhya.

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CMAPSS Jet Engine Failure Classification Based On Sensor Data

Analytics Vidhya

Introduction In a future where jet engines are able to anticipate their own failures before they occur, millions of dollars and possibly lives could be saved. This research uses NASA jet engine simulation data to explore a novel method to predictive maintenance. We explore how machine learning can assess the condition of these vital components […] The post CMAPSS Jet Engine Failure Classification Based On Sensor Data appeared first on Analytics Vidhya.

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Understanding LangChain LLM Output Parser

Machine Learning Mastery

The large Language Model, or LLM, has revolutionized how people work. By helping users generate the answer from a text prompt, LLM can do many things, such as answering questions, summarizing, planning events, and more. However, there are times when the output from LLM is not up to our standard. For example, the text generated […] The post Understanding LangChain LLM Output Parser appeared first on MachineLearningMastery.com.

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What is the Chain of Symbol in Prompt Engineering?

Analytics Vidhya

Introduction When it comes to working with Large Language Models (LLMs) like GPT-3 or GPT-4, prompt engineering is a game-changer. Have you ever wondered how to make your interactions with AI more detailed and organized? Enter the Chain of Symbol method—a cutting-edge technique designed to do just that. In this paper, we’ll dive into what […] The post What is the Chain of Symbol in Prompt Engineering?

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How to Use the pivot_table Function for Advanced Data Summarization in Pandas

KDnuggets

Let's learn to use Pandas pivot_table in Python to perform advance data summarization

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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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Top 10 GenAI Hack Sessions at DataHack Summit 2024

Analytics Vidhya

Introduction The DataHack Summit 2024 is set to be an epicenter of innovation and knowledge, bringing together the most brilliant minds in AI and Data Science. This year’s summit will showcase transformative advancements, providing attendees with invaluable insights and practical skills. Here are the top 10 sessions you simply cannot miss, each offering unique insights […] The post Top 10 GenAI Hack Sessions at DataHack Summit 2024 appeared first on Analytics Vidhya.

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Using Transfer Learning to Boost Model Performance

KDnuggets

Transfer learning can improve model performance by leveraging pre-trained models and adapting them to new, related tasks.

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United States Discloses Nuclear Warhead Numbers; Restores Nuclear Transparency

Hacker News

The Federation of American Scientists applauds the United States for declassifying the number of nuclear warheads in its military stockpile and the number of retired and dismantled warheads.

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Instance Optimal Private Density Estimation in the Wasserstein Distance

Machine Learning Research at Apple

Estimating the density of a distribution from samples is a fundamental problem in statistics. In many practical settings, the Wasserstein distance is an appropriate error metric for density estimation. For example, when estimating population densities in a geographic region, a small Wasserstein distance means that the estimate is able to capture roughly where the population mass is.

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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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Scientists Discover a New Hormone That Can Build Strong Bones

Hacker News

A newly discovered hormone explains why females can maintain bone density during lactation, when calcium is stripped away to make milk. This discovery could one day have applications to treating fractures, osteoporosis, and other bone diseases.

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Precisely

Data Science Connect

Precisely offers data integrity, integration, and enrichment solutions to help businesses ensure accurate, consistent, and contextual data. Their products and services include data quality, location intelligence, data governance, and customer engagement solutions. Precisely supports industries such as financial services, government, insurance, and telecommunications, enhancing data-driven decision-making and operational efficiency.

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Microsoft: Linux Is the Top Operating System on Azure Today

Hacker News

Once, Azure was a cloud platform dedicated to Windows. These days, the company tests over 1,000 Linux distributions a month just to ensure their customer apps run smoothly on Azure.

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5 Free Courses to Master Natural Language Processing

KDnuggets

Go from zero to 100 with these free NLP courses!

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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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Shoe prints lead FBI to suspect couple involved in multiple New Mexico wildfires

Hacker News

Investigators identified 16 human-caused fires on the Mescalero Apache Reservation near Ruidoso. They linked six of the fires to a couple, including the destructive Salt Fire.

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Building and Scaling Gen AI Applications with Simplicity, Performance and Risk Mitigation in Mind Using Iguazio (acquired by McKinsey) and MongoDB

Iguazio

AI and generative Al can lead to major enterprise advancements and productivity gains. By offering new capabilities, they open up opportunities for enhancing customer engagement, content creation, virtual experts, process automation and optimization, and more. According to McKinsey & Company, gen Al has the potential to deliver an additional $200-340B in value for the banking industry.

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The Puzzle of How Large-Scale Order Emerges in Complex Systems

Hacker News

With a new framework, researchers believe they could be close to explaining how regularities emerge on macro scales out of systems made up of uncountable constituent parts.

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Data Concierge: Driving Business Intelligence Collaboration

Dataversity

Discerning businesses are ensuring each area of their organizations has access to performance metrics. Armed with data, their teams can accelerate decision-making, respond to client and marketplace demands, and mitigate risks. The issue is many organizations have segregated data environments. Each department often has its own data management platform that may not integrate with other […] The post Data Concierge: Driving Business Intelligence Collaboration appeared first on DATAVERSITY.

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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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You are probably sitting down for too long

Hacker News

Sitting down is ingrained in most peoples' days. But staying sedentary for too long can increase the risk of serious health conditions like cardiovascular disease and type 2 diabetes.

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NCR

Data Science Connect

NCR Corporation has recently split into two separate entities: NCR Voyix and NCR Atleos. NCR Voyix focuses on providing digital commerce solutions tailored for the retail, restaurant, and digital banking sectors. Their offerings include software, hardware, and services designed to enhance customer experiences and streamline operations in these industries.

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Why Delta is still canceling flights as other airlines return to normal

Hacker News

Three days after a computer update problem caused more than 5,000 flight cancellations around the world, things are pretty much back to normal — except at Delta Air Lines.

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Noodle / Stevens Institute of Technology

Data Science Connect

Noodle features Stevens Institute of Technology, offering various online degree programs through the Noodle platform. Stevens is known for its strong focus on technology and innovation, providing courses in areas like engineering, computer science, and business. The partnership aims to deliver flexible, high-quality education tailored to working professionals and distance learners.

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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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Cure for male pattern baldness given boost by sugar discovery

Hacker News

The key to curing male pattern baldness - a condition that affects up to 50 per cent of men worldwide - could lie in a sugar that naturally occurs in the human body, according to scientists at the University of Sheffield.

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North Carolina State University Institute for Advanced Analytics

Data Science Connect

The Institute for Advanced Analytics at North Carolina State University offers a Master of Science in Analytics (MSA) program. This program is designed to equip students with practical skills in data science through an innovative curriculum, real-world practicum projects, and a focus on teamwork and personalized coaching. The MSA program boasts a high job placement rate, with graduates earning competitive salaries.

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Arm's Neoverse V2, in AWS's Graviton 4

Hacker News

Amazon Web Services (AWS) is the largest cloud provider, and an early Arm server adopter. AWS started investing into the Arm server ecosystem in 2018 with Graviton 1, which used 16 Cortex A72 cores. Three generations later, AWS's Graviton 4 packs 96 Neoverse V2 cores.

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Northwestern University Kellogg School of Management

Data Science Connect

The Kellogg School of Management at Northwestern University offers a range of MBA programs, including full-time, evening, weekend, and executive options, as well as doctoral and certificate programs. Kellogg emphasizes leadership development, global opportunities, and a collaborative culture. The school also provides executive education programs for professional growth.

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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.