Mon.Mar 25, 2024

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The Data Disconnect: A Key Challenge for Machine Learning Deployment

insideBIGDATA

This article is excerpted from the book, "The AI Playbook: Mastering the Rare Art of Machine Learning Deployment," by Eric Siegel, Ph.D., with permission from the publisher, MIT Press. It is a product of the author’s work while he held a one-year position as the Bodily Bicentennial Professor in Analytics at the UVA Darden School of Business.

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How to Implement Identity Verification using Amazon Rekognition

Analytics Vidhya

Introduction In today’s digital landscape, adhering to Know Your Customer (KYC) regulations is paramount for businesses operating within financial services, online marketplaces, and other sectors requiring user identification. Traditionally, KYC processes have relied on manual document verification, a time-consuming and error-prone approach. This guide delves into how Amazon Rekognition, a powerful cloud-based AI service by […] The post How to Implement Identity Verification using Am

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The Ever Changing Face Of Software Modernization

Adrian Bridgwater for Forbes

Software is modernizing to adopt cloud-native infrastructures being used to power always-on applications for enterprise use and indeed for consumer use and even gaming.

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Beyond Tech Hype: A Practical Guide to Harnessing LLMs for Positive Change

insideBIGDATA

In this contributed article, Dr. Ivan Yamshchikov who leads the Data Advocates team at Toloka believes that whether it's breaking down language silos, aiding education in underserved regions, or facilitating cross-cultural communication, LLMs have altered the way we interact with information –enhance human well-being by improving healthcare, education, and social services.

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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have migrated their testing and production workloads to the cloud, yet development environments often remain tied to outdated local setups, limiting efficiency and growth.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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The Promise of Edge AI and Approaches for Effective Adoption

KDnuggets

Organizations are adopting edge AI for real-time decision-making using efficient and cost-effective methods such as model quantization, multimodal databases, and distributed inferencing.

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Beyond the Mud: Datasets, Benchmarks, and Methods for Computer Vision in Off-Road Racing

ML @ CMU

TL;DR : Off-the-shelf text spotting and re-identification models fail in basic off-road racing settings, even more so during muddy events. Making matters worse, there aren’t any public datasets to tune or improve models in this domain. To this end, we introduce datasets, benchmarks, and methods for the challenging off-road racing setting. In the dynamic world of sports analytics, machine learning (ML) systems play a pivotal role, transforming vast arrays of visual data into actionable insi

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Pydantic Tutorial: Data Validation in Python Made Simple

KDnuggets

Want to write more robust Python applications? Learn how to use Pydantic, a popular data validation library, to model and validate your data.

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Understanding the popular database management system: MySQL

Data Science Dojo

MySQL is a popular database management system that is used globally and across different domains. In this article, you will learn more about how it works, where it is used, and how to work with MySQL. What is MySQL? MySQL is widely used by web developers and large companies for storing and managing data. It is one of the most popular database management systems (DBMS) globally that supports all major operating systems: Linux, macOS, and Windows.

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Microsoft Introduce AllHands: LLM Framework for Large-Scale Feedback Analysis

Analytics Vidhya

Traditionally, analyzing large volumes of user feedback, often presented as open-ended text (verbatim feedback), has been a cumbersome task. Existing methods rely heavily on human labeling of data to train machine learning models. This not only requires significant time and resources but also limits the model’s ability to adapt to new situations or handle complexities […] The post Microsoft Introduce AllHands: LLM Framework for Large-Scale Feedback Analysis appeared first on Analytic

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PySpark in 2023: A Year in Review

databricks

With the releases of Apache Spark 3.4 and 3.5 in 2023, we focused heavily on improving PySpark performance, flexibility, and ease of use.

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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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Are Claude 3 models better than ChatGPT?

Dataconomy

ChatGPT vs. Claude 3: As the battleground of AI innovation becomes increasingly contested, these two frontrunners emerge, offering distinct visions of the future where technology meets human ingenuity. OpenAI’s ChatGPT has been a trailblazer, not only captivating the imagination of users worldwide but also spawning a burgeoning market of generative AI models.

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Become a Business Intelligence Analyst in Less Than 6 Months

KDnuggets

Ready to become a business intelligence analyst right here, right now?

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China says “no thanks” to Intel and AMD on government devices

Dataconomy

China has enacted new rules mandating the removal of U.S. processors from its government computers and servers, effectively banning Intel and AMD chips. Amidst ongoing technological tensions with the U.S., China is bolstering its semiconductor industry to lessen its dependence on foreign tech. U.S. sanctions and export controls have not only targeted Chinese firms like Huawei and SMIC, preventing them from accessing vital semiconductor manufacturing equipment, but have also affected U.S. compani

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Telegram's peer-to-peer SMS login service is a privacy nightmare

Hacker News

Telegram has introduced a controversial new feature that grants users a free premium membership in exchange for allowing the instant messaging app to utilize their phone number as a relay for sending one-time SMS passwords to other users attempting to log into the platform, raising concerns about potential privacy risks and the exposure of personal […]

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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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Master Midjourney’s /describe command to unlock diverse creations

Dataconomy

The Midjourney /describe command offers a unique approach to creative exploration, transforming images into descriptive prompts to inspire new vocabularies and aesthetic movements. This article delves into the functionalities and applications of the /describe command, highlighting its potential to enrich creative endeavors by bridging the gap between visual inspiration and verbal expression.

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The semiconductor industry hinges on a quartz factory in North Carolina

Hacker News

A mine in North Carolina is 'the sole supplier of the quartz required to make the crucibles needed to refine silicon wafers', and if it closed, the 'catastrophic' disruption to the semiconductor business would be felt for years.

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Emad Mostaque, Stability AI CEO resigns: Why the sudden exit?

Dataconomy

Emad Mostaque, the founder and CEO of Stability AI, has resigned from his leadership position and from the board of the high-profile startup, the company announced on Friday evening. This event marks the second significant shift within a leading AI startup this week. Why did Emad Mostaque resign from Stability AI? Stability AI , receiving support from key investors such as Lightspeed Venture Partners and Coatue Management, has not yet named a permanent successor for the CEO position.

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Inkjets Are for More Than Just Printing

Hacker News

In the early 1980s, offices were noisy places, filled with the sound of metal striking inked ribbons to mark characters on paper. IBM Selectric typewriters clacked, daisy wheel printers clattered, and dot-matrix printers made loud ripping sounds. Today, those noises are gone. And though we do spend more time reading on screens, we haven’t stopped printing on paper.

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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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Ahead of the curve: How generative AI is revolutionizing the content supply chain

IBM Journey to AI blog

The global adoption of generative AI is upon us, and it’s essential for marketing organizations to understand and play in this space to stay competitive. With content demands expected to grow in the next few years, organizations need to create more content at a faster pace to meet customer expectations and business needs. Knowing how to manifest these improvements is not always clear: Enter generative AI and the content supply chain.

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Publishers Secure Widespread Support in Landmark Copyright Battle With Internet Archive

Hacker News

The Internet Archive (IA) is a non-profit organization that aims to preserve digital history for generations to come. The digital library is a staunch supporter of a free and open Internet and began meticulously archiving the web over a quarter century ago. In addition to archiving the web, IA also operates a library that offers a broad collection of digital media, including books.

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Top 11 cities to start a business in 2024

Dataconomy

Entrepreneurs regularly establish new businesses throughout all of the United States, but a few places are more advantageous to start in than others. If you’re looking to start a new business, here are the top 11 best cities to locate your business in. You’ll find that these offer growing markets, pro-small business environments, geographic advantages, economic advantages and more. 1.

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Moirai: A Time Series Foundation Model for Universal Forecasting

Hacker News

TL;DR: Moirai is a cutting-edge time series foundation model, offering universal forecasting capabilities. It stands out as a versatile time series forecasting model capable of addressing diverse forecasting tasks across multiple domains, frequencies, and variables in a zero-shot manner.

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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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Celebrating the women of IBM AI Ethics

IBM Journey to AI blog

For more than 100 years, IBM’s founding principles have inspired efforts to promote equality, fairness and inclusion in the workplace and society. The company has lived the value of “respect for the individual” by championing employment practices that reward ability over identity and that make work more attainable for all. In 1935, approximately twenty years after IBM was founded, it began hiring women into professional roles.

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Debt-related driver’s license suspensions in Ohio

Hacker News

More than 60 percent of Ohio’s driver’s license suspensions do not stem from bad driving; instead, they arise because the driver owes an unpaid debt. Debt-related suspensions (DRS) could prevent people from getting to work where they could make the money needed to repay the debt. In this report, we investigate whether DRS has implications for Ohio’s labor force.

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Conway’s Game of Life with a third dimension

FlowingData

Alec Singh added another dimension to Conway’s Game of Life for a pretty, mesmerizing animation. The z-axis is used to show positions over time.

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Unlocking the Secrets of Myelin Repair

Hacker News

New research from scientists at the Wu Tsai Neurosciences Institute at Stanford University has identified a key driver of myelination, the formation of protective fatty sheaths around nerve fibers. Myelination is essential for the rapid transmission of electrical signals in the brain, facilitating everything from movement to thought. The breakdown or loss of this myelin sheath, as seen in conditions like multiple sclerosis and other neurodegenerative diseases, leads to significant cognitive and

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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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Mitigating the impact of climate change in insurance and other financial services  

IBM Journey to AI blog

As the effects of climate change intensify, extreme weather events are becoming increasingly frequent and severe. The US experienced 25 extreme weather events in 2023, each causing losses of over USD 1 billion, with a total cost of USD 73.8 billion. These climate events have a huge potential impact on financial institutions. In 2021, large-scale floods affected the European countries of Austria, Germany, Belgium, the Netherlands and Luxembourg, causing USD 43 billion worth of damage in addition

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Chess puzzle, but you are what you capture

Hacker News

Echo Chess is the viral daily puzzle game: you become what you eat. Play Classic, Epic, Zen Mode, for free. Transform as you capture in this mobile web chess variant.

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Future-Proof Your Cyber Risk Management with These Top Trends in 2024 (Part II)

Dataversity

As shared in part one of this installment, the global marketplace faces an increasingly destructive cyber risk landscape each year, and 2024 is set to confirm this trend. The cost of data breaches alone is expected to reach $5 trillion, a growth of 11% from 2023. As technology advances, attackers continue to develop new, more sophisticated methods […] The post Future-Proof Your Cyber Risk Management with These Top Trends in 2024 (Part II) appeared first on DATAVERSITY.

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Thoughts on Vision Pro

Hacker News

A month ago, I flew from London to NYC, paid $3500 for a Vision Pro headset at Apple Fifth Avenue, and flew back home. I’ve been using it every day since — here’s what I think. My background, for context: I’ve been working in AR for many years. I built.

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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.