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 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.

Database 300
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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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Get Better Network Graphs & Save Analysts Time

Many organizations today are unlocking the power of their data by using graph databases to feed downstream analytics, enahance visualizations, and more. Yet, when different graph nodes represent the same entity, graphs get messy. Watch this essential video with Senzing CEO Jeff Jonas on how adding entity resolution to a graph database condenses network graphs to improve analytics and save your analysts time.

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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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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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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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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.

Database 195
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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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Understanding User Needs and Satisfying Them

Speaker: Scott Sehlhorst

We know we want to create products which our customers find to be valuable. Whether we label it as customer-centric or product-led depends on how long we've been doing product management. There are three challenges we face when doing this. The obvious challenge is figuring out what our users need; the non-obvious challenges are in creating a shared understanding of those needs and in sensing if what we're doing is meeting those needs.

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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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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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Beyond the Basics of A/B Tests: Highly Innovative Experimentation Tactics You Need to Know

Speaker: Timothy Chan, PhD., Head of Data Science

Are you ready to move beyond the basics and take a deep dive into the cutting-edge techniques that are reshaping the landscape of experimentation? 🌐 From Sequential Testing to Multi-Armed Bandits, Switchback Experiments to Stratified Sampling, Timothy Chan, Data Science Lead, is here to unravel the mysteries of these powerful methodologies that are revolutionizing how we approach testing.

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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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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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Manufacturing Sustainability Surge: Your Guide to Data-Driven Energy Optimization & Decarbonization

Speaker: Kevin Kai Wong, President of Emergent Energy Solutions

In today's industrial landscape, the pursuit of sustainable energy optimization and decarbonization has become paramount. Manufacturing corporations across the U.S. are facing the urgent need to align with decarbonization goals while enhancing efficiency and productivity. Unfortunately, the lack of comprehensive energy data poses a significant challenge for manufacturing managers striving to meet their targets.

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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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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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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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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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From Developer Experience to Product Experience: How a Shared Focus Fuels Product Success

Speaker: Anne Steiner and David Laribee

As a concept, Developer Experience (DX) has gained significant attention in the tech industry. It emphasizes engineers’ efficiency and satisfaction during the product development process. As product managers, we need to understand how a good DX can contribute not only to the well-being of our development teams but also to the broader objectives of product success and customer satisfaction.

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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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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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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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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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Peak Performance: Continuous Testing & Evaluation of LLM-Based Applications

Speaker: Aarushi Kansal, AI Leader & Author and Tony Karrer, Founder & CTO at Aggregage

Software leaders who are building applications based on Large Language Models (LLMs) often find it a challenge to achieve reliability. It’s no surprise given the non-deterministic nature of LLMs. To effectively create reliable LLM-based (often with RAG) applications, extensive testing and evaluation processes are crucial. This often ends up involving meticulous adjustments to prompts.

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Sora: First Impressions

OpenAI

We have gained valuable feedback from the creative community, helping us to improve our model.

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BREAKING: Mystery Illness Impacting Texas, Kansas Dairy Cattle is Confirmed as Highly Pathogenic Avian Influenza Strain

Hacker News

BREAKING: Mystery Illness Impacting Texas, Kansas Dairy Cattle is Confirmed as Highly Pathogenic Avian Influenza Strain apiuser Mon, 03/25/2024 - 13:45

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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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Packet-Editing Games in Golang (2021)

Hacker News

It’s easy to set up an IDS or other infrastructure to drop packets that match rules. There are many tools for real-time inspection of connections that can handle higher level protocols like HTTP or TLS. This article aims to go a bit lower and address how to edit packets in flight.

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The Path to Product Excellence: Avoiding Common Pitfalls and Enhancing Communication

Speaker: David Bard, Principal at VP Product Coaching

In the fast-paced world of digital innovation, success is often accompanied by a multitude of challenges - like the pitfalls lurking at every turn, threatening to derail the most promising projects. But fret not, this webinar is your key to effective product development! Join us for an enlightening session to empower you to lead your team to greater heights.