Thu.Apr 18, 2024

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Where Artificial Intelligence Is Making a Difference in Healthcare

insideBIGDATA

In this contributed article, Rajesh Viswanathan, Chief Technology Officer for Inovalon, discusses how for the past year, AI was at the center of conversations throughout healthcare. While the potential for AI to revolutionize healthcare is clear, from care delivery to enhancing operational efficiencies and accelerating research, many organizations are still figuring out where to begin.

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15+ Smallest LLMs that You can Run on Local Devices

Analytics Vidhya

Introduction Imagine harnessing the power of advanced language models right on your personal computer or mobile device without relying on cloud services or powerful servers. Sounds incredible, doesn’t it? Well, these tiny language models make this dream a reality. In NLP, we’ve observed the advent of enormous language models that assimilate and create text just […] The post 15+ Smallest LLMs that You can Run on Local Devices appeared first on Analytics Vidhya.

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Heard on the Street – 4/18/2024

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 243
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Large language models: A complete guide to understanding LLMs

Data Science Dojo

Language is the basis for human interaction and communication. Speaking and listening are the direct by-products of human reliance on language. While humans can use language to understand each other, in today’s digital world, they must also interact with machines. The answer lies in large language models (LLMs) – machine-learning models that empower machines to learn, understand, and interact using human language.

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Beyond the Basics of A/B Tests: Innovative Experimentation Tactics You Need to Know as a Data or Product Professional

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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Amazon Music Introduces Maestro: Your Personal AI Playlist Assistant

Analytics Vidhya

Amazon Music is stepping up its game with the launch of Maestro, an AI-driven playlist generator aimed at revolutionizing how users create and enjoy their music collections. Similar to Spotify’s AI playlist feature, Maestro promises to simplify playlist creation and inject a dose of fun into the process. Let’s delve into what Maestro offers and […] The post Amazon Music Introduces Maestro: Your Personal AI Playlist Assistant appeared first on Analytics Vidhya.

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Building Enterprise GenAI Apps with Meta Llama 3 on Databricks

databricks

We are excited to partner with Meta to release the latest state-of-the-art large language model, Meta Llama 3 , on Databricks. With Llama.

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7 Steps to Mastering MLOPs

KDnuggets

Join us on a journey of becoming a professional MLOps engineer by mastering essential tools, frameworks, key concepts, and processes in the field.

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Microsoft Excel: Formulas & Functions

Analytics Vidhya

Introduction Learning Excel for free can be a great start to boost your skills. Excel is super important for lots of jobs. It helps you organize info and do cool stuff with numbers. In this article, we’ll talk about a free course on Excel. It’s like a special class where you can learn all about […] The post Microsoft Excel: Formulas & Functions appeared first on Analytics Vidhya.

Analytics 189
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The invisible seafaring industry that keeps the internet afloat

Hacker News

The global internet relies on 800,000 miles of undersea cables that are constantly breaking. This is the story of the 22 aging ships that fix them.

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Introduction to Python Programming for Data Science

Analytics Vidhya

Do you want to learn Python for data science or tech, but worried about expensive courses? Great news! This article is all about a free Python course that’s perfect for you, no matter your experience level. Even if you are a beginner, this course will help you with foundation building. Or, if you’re already a […] The post Introduction to Python Programming for Data Science appeared first on Analytics Vidhya.

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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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AWS kills Snowmobile data transfer truck

Hacker News

Amazon Web Services says it has better and more cost-efficient ways to move data to the cloud than by using the semi truck it introduced in 2016.

AWS 153
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How Snowflake’s Text Embedding Models Are Disrupting the Industry

Analytics Vidhya

Introduction Text embedding plays a crucial role in modern AI workloads, particularly in the context of enterprise search and retrieval systems. The ability to accurately and efficiently find the most relevant content is fundamental to the success of AI systems. However, existing solutions for text embedding have certain limitations that hinder their effectiveness.

AI 170
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Get University Level Certified for Next to Nothing

KDnuggets

Learning a new skill can be expensive, but it doesn’t have to be.

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NVIDIA Launches Ampere-based RTX A1000 and A400 Pro GPUs

Analytics Vidhya

NVIDIA has expanded its professional GPU lineup with the introduction of the RTX A1000 and A400, ushering in a new era of performance and efficiency for workstation users. These Ampere-based GPUs are tailored for professionals seeking enhanced AI capabilities and real-time ray tracing. Let’s delve into the details. Also Read: Game Changer Alert: NVIDIA GeForce […] The post NVIDIA Launches Ampere-based RTX A1000 and A400 Pro GPUs appeared first on Analytics Vidhya.

Analytics 170
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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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Halo 2 in HD: Pushing the Original Xbox to the Limit

Hacker News

Everything I went through to add support for HD resolutions to Halo 2 on the Original Xbox. From patching the game's rendering engine and memory allocator, to hot patching the Xbox OS, to overclocking the GPU and running performance benchmarks.

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Transforming Video Editing with Adobe’s AI Innovations in Premiere Pro

Analytics Vidhya

Introduction When it comes to professional video editing software, Adobe Premiere Pro is considered the standard tool to do so. Filmmakers, TV editors, and content producers use it a lot all around the world. Integrating artificial intelligence into this versatile platform heralds a significant advancement in video editing, cultivating greater speed, intuition, and creative potential. […] The post Transforming Video Editing with Adobe’s AI Innovations in Premiere Pro appeared first o

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EU tells Meta it can't paywall privacy

Hacker News

Platforms should not confront users with 'binary choice' over personal data use

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Top 6 Datasets For Emotion Detection

Analytics Vidhya

Introduction Emotion detection is the most important component of affective computing. It has gained significant traction in recent years due to its applications in diverse fields such as psychology, human-computer interaction, and marketing. Central to the development of effective emotion detection systems are high-quality datasets annotated with emotional labels.

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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.

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Chinchilla Scaling: A Replication Attempt

Hacker News

Hoffmann et al. (2022) propose three methods for estimating a compute-optimal scaling law. We attempt to replicate their third estimation procedure, which involves fitting a parametric loss function to a reconstruction of data from their plots. We find that the reported estimates are inconsistent with their first two estimation methods, fail at fitting the extracted data, and report implausibly narrow confidence intervals--intervals this narrow would require over 600,000 experiments, while they

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20 Basic Linux Commands for Data Science in 2024

Analytics Vidhya

Introduction Linux, the operating system favored by data science professionals, offers flexibility, power, and open-source tools. As a data science beginner, mastering the Linux command line is a key step towards empowering yourself in data manipulation, analysis, and modeling. This article will provide you with 20 basic Linux commands essential for your journey in data […] The post 20 Basic Linux Commands for Data Science in 2024 appeared first on Analytics Vidhya.

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I Know the secret to the quiet mind. I wish I'd never learned it (2021)

Hacker News

Of all the injuries we suffered, mine is the worst. My brain injury has shaken my confidence in my own personality, my own existence.

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White label cryptocurrency payment gateway: What it is and how it works?

Dataconomy

In modern e-commerce, the click of a button can open doors to a whole new world of transactions. Picture a bustling online store where customers browse through gadgets and gizmos. But instead of fumbling with traditional cash or credit cards, they complete purchases using Bitcoin and other cryptocurrencies. How? Through the magic of a Bitcoin & cryptocurrency payment gateway.

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How to Build an Experimentation Culture for Data-Driven Product Development

Speaker: Margaret-Ann Seger, Head of Product, Statsig

Experimentation is often seen as an aspirational practice, especially at smaller, fast-moving companies who are strapped for time and resources. So, how can you get your team making decisions in a more data-driven way while continuing to remain lean and maintaining ship velocity? In this webinar, Margaret-Ann Seger, Head of Product at Statsig, will teach you how to build an experimentation culture from the ground-up, graduating from just getting started with data-driven development to operating

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OpenAI's model all but matches doctors in assessing eye problems

Hacker News

Research harnesses power of generative artificial intelligence in latest sign of its potential use in medicine

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Slack delivers native and secure generative AI powered by Amazon SageMaker JumpStart

AWS Machine Learning Blog

This post is co-authored by Jackie Rocca, VP of Product, AI at Slack Slack is where work happens. It’s the AI-powered platform for work that connects people, conversations, apps, and systems together in one place. With the newly launched Slack AI —a trusted, native, generative artificial intelligence (AI) experience available directly in Slack—users can surface and prioritize information so they can find their focus and do their most productive work.

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Cloudflare CEO bought a newspaper to change reporting about his new house plans

Hacker News

Cyber CEO Matthew Prince’s troubles with Park City locals began with his plans for an 11,000-square-foot mansion.

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Sleep Hours and Feeling Rested

FlowingData

As I peel myself out of bed in the morning after again not going to sleep at a civilized hour, blurry-eyed, I wonder what hours others sleep. Certainly, I must be in the majority. According to the National Health Interview Survey from 2022, I am not. Two-thirds of adults get at least 7 hours of sleep.

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Driving Business Impact for PMs

Speaker: Jon Harmer, Product Manager for Google Cloud

Move from feature factory to customer outcomes and drive impact in your business! This session will provide you with a comprehensive set of tools to help you develop impactful products by shifting from output-based thinking to outcome-based thinking. You will deepen your understanding of your customers and their needs as well as identifying and de-risking the different kinds of hypotheses built into your roadmap.

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Hermit is a hermetic and reproducible sandbox for running programs

Hacker News

Hermit launches linux x86_64 programs in a special, hermetically isolated sandbox to control their execution. Hermit translates normal, nondeterministic behavior, into deterministic, repeatable behavior. This can be used for various applications, including replay-debugging, reproducible artifacts, chaos mode concurrency testing and bug analysis.

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Data-Driven Defense: AI as the New Frontier in Business Security

Dataversity

Major business setbacks due to risk management failures happen every year. They are also some of the costliest, adding up to millions of dollars in regulatory fines, lawsuits, payouts, and lost brand value. Leaders want to avoid these types of issues and rely on sound internal data management to mitigate risk and maintain confidence and […] The post Data-Driven Defense: AI as the New Frontier in Business Security appeared first on DATAVERSITY.

AI 63
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Hackers threatening to publish a stolen sanctions and financial crimes watchlist

Hacker News

The hackers say they have stolen 5.3 million records from the World-Check database, used by companies and banks for screening potential customers.

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Live Meeting Assistant with Amazon Transcribe, Amazon Bedrock, and Knowledge Bases for Amazon Bedrock

AWS Machine Learning Blog

See CHANGELOG for latest features and fixes. You’ve likely experienced the challenge of taking notes during a meeting while trying to pay attention to the conversation. You’ve probably also experienced the need to quickly fact-check something that’s been said, or look up information to answer a question that’s just been asked in the call. Or maybe you have a team member that always joins meetings late, and expects you to send them a quick summary over chat to catch them up.

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Reimagined: Building Products with Generative AI

“Reimagined: Building Products with Generative AI” is an extensive guide for integrating generative AI into product strategy and careers featuring over 150 real-world examples, 30 case studies, and 20+ frameworks, and endorsed by over 20 leading AI and product executives, inventors, entrepreneurs, and researchers.