Sat.Apr 27, 2024 - Fri.May 03, 2024

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The Marvels of Generative AI: Key Concepts and Use Cases

Data Science Dojo

Imagine a tool so versatile that it can compose music, generate legal documents, assist in developing vaccines, and even create artwork that seems to have sprung from the brush of a Renaissance master. This isn’t the plot of a sci-fi novel but the reality of generative artificial intelligence (AI). Generative AI is transforming how we approach creativity and problem-solving across various sectors.

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Avoid these 8 Data-related Mistakes on Data Projects

insideBIGDATA

This article is excerpted from the book, “Winning with Data Science: A Handbook for Business Leaders,” by Howard Friedman and Akshay Swaminathan with permission from the publisher, Columbia Business School Publishing.

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How to Transition your Career from Non Tech Field to Generative AI?

Analytics Vidhya

Introduction In today’s rapidly evolving world, the term ‘Generative AI’ is on everyone’s lips. Studies reveal that Generative AI is becoming indispensable in the workplace, with the market projected to reach $1.3 trillion by 2032. If you’ve been considering a career transition from a non-tech field to Generative AI, now is the time!

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Executive Overview: The Rise of Open Foundational Models

databricks

Moving generative AI applications from the proof of concept stage into production requires control, reliability and data governance. Organizations are turning to open.

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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have migrated their testing and production workloads to the cloud, yet development environments often remain tied to outdated local setups, limiting efficiency and growth.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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What Is Cloud Provisioning?

Adrian Bridgwater for Forbes

Cloud provisioning has been a chore at times, but in our increasingly automated infrastructure future, cloud provisioning will have been provisioned and provided for.

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5 Simple Steps to Automate Data Cleaning with Python

KDnuggets

Automate your data cleaning process with a practical 5-step pipeline in Python, ideal for beginners.

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Databricks Assistant Tips & Tricks for Data Engineers

databricks

The generative AI revolution is transforming the way that teams work, and Databricks Assistant leverages the best of these advancements. It allows you.

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Extremist Militias Are Coordinating in More Than 100 Facebook Groups

Hacker News

After lying low for years in the aftermath of January 6, militia extremist groups and profiles have been quietly reorganizing and ramping up recruitment and rhetoric on Facebook.

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How Much We Work

FlowingData

In our younger years, we have school and more important things to do, but then we get older and there are bills to pay. These charts show the shift and the sweet release of retirement.

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AWS Inferentia and AWS Trainium deliver lowest cost to deploy Llama 3 models in Amazon SageMaker JumpStart

AWS Machine Learning Blog

Today, we’re excited to announce the availability of Meta Llama 3 inference on AWS Trainium and AWS Inferentia based instances in Amazon SageMaker JumpStart. The Meta Llama 3 models are a collection of pre-trained and fine-tuned generative text models. Amazon Elastic Compute Cloud (Amazon EC2) Trn1 and Inf2 instances, powered by AWS Trainium and AWS Inferentia2, provide the most cost-effective way to deploy Llama 3 models on AWS.

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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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Calibrating the Mosaic Evaluation Gauntlet

databricks

A good benchmark is one that clearly shows which models are better and which are worse. The Databricks Mosaic Research team is dedicated.

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Square Enix to record extraordinary loss of 22.1B yen

Hacker News

Square Enix expects to recognize extraordinary losses of 22.1 billion yen in “content abandonment losses” for the fiscal year ended March 2024, the company announced.

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Counts for pro-Palestinian college protests increasing

FlowingData

Based on estimates from the Crowd Counting Consortium , the Washington Post shows the increasing number of protests on college campuses over the past few weeks. A set of maps show the locations, and a set of packed-circle charts show the increase of three weeks. Larger circles indicate larger crowd size. Darker yellow and black border indicate police presence.

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Amazon Q Business and Amazon Q in QuickSight empowers employees to be more data-driven and make better, faster decisions using company knowledge

AWS Machine Learning Blog

Today, we announced the General Availability of Amazon Q, the most capable generative AI powered assistant for accelerating software development and leveraging companies’ internal data. “During the preview, early indications signaled Amazon Q could help our customers’ employees become more than 80% more productive at their jobs; and with the new features we’re planning on introducing in the future, we think this will only continue to grow,” shared Dr.

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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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Google DeepMind at ICLR 2024

DeepMind

Developing next-gen AI agents, exploring new modalities, and pioneering foundational learning

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People with gas and propane stoves breathe more unhealthy nitrogen dioxide

Hacker News

A new study of air pollution in U.S. homes reveals how much gas and propane stoves increase people’s exposure to nitrogen dioxide, a pollutant linked to childhood asthma. Even in bedrooms far from kitchens, concentrations frequently exceed health limits while stoves are on and for hours after burners and ovens are turned off.

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An oil price-fixing conspiracy caused 27% of all inflation in 2021

Hacker News

The FTC just found evidence that American oil companies colluded with the Saudi government to hike gas prices, costing the average family $3,000 last year. The question is, what can we do about it?

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A Minimal Model for Biological Evolution and Other Adaptive Processes

Hacker News

Stephen Wolfram explores simple models of biological organisms as computational systems. A study of progressive development, multiway graphs of all possible paths and the need for narrowing the framework space.

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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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Lithium-free sodium batteries exit the lab and enter US production

Hacker News

Two years ago, sodium-ion battery pioneer Natron Energy was busy preparing its specially formulated sodium batteries for mass production. The company slipped a little past its 2023 kickoff plans, but it didn't fall too far behind as far as mass battery production goes. It officially commenced production of its rapid-charging, long-life lithium-free sodium batteries this week, bringing to market an intriguing new alternative in the energy storage game.

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Microsoft bans U.S. police departments from using enterprise AI tool

Hacker News

Microsoft has changed its policy to ban U.S. police departments from using generative AI through the Azure OpenAI Service, the company’s fully managed, enterprise-focused wrapper around OpenAI technologies.

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STAT+: Brain biopsies on ‘vulnerable’ patients at Mount Sinai set off alarm bells at FDA, documents show

Hacker News

NEW YORK — By the time Peter Bauman considered deep brain stimulation, he was desperate. Early onset Parkinson’s disease, diagnosed at age 49, had disabled him, ended his bartending career, and led him to consider suicide. He hoped that the treatment, known as DBS, in which an electrode connected to an external battery is inserted into the brain and emits electrical impulses, would ease his Parkinson’s tremors.

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After private equity firms gobbled up wheelchair makers, users pay the price in long repair times

Hacker News

When Maureen Amirault purchased her first electric wheelchair in 2020, she had been living with muscular dystrophy for decades. Braces and a cane helped, but walking became too arduous, so she got a chair through a company called Numotion. The first few months were great. The headrest fell off, but Numotion fixed it in a matter of days.

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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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Apple to unveil AI-enabled Safari alongside new operating systems

Hacker News

Apple is testing a version of its Safari web browser that includes UI tweaks, advanced content blocking features, and a new AI-powered tool dubbed Intelligent Search, AppleInsider has learned.

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Uno: Create Beautiful Cross Platform.NET Apps Faster

Hacker News

Uno Platform: the ultimate open-source.NET framework for creating stunning native apps across mobile, web, desktop, and embedded systems from a single codebase. Embrace the power of UWP, WinUI, and.NET MAUI for seamless development on Windows, iOS, Android, macOS, and WebAssembly.

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Nurses Say Hospital Adoption of Half-Cooked 'AI' Is Reckless

Hacker News

We've noted repeatedly that while "AI" (language learning models) hold a lot of potential, the rushed implementation of half-assed early variants are causing no shortage of headaches across journalism, media, health care, and other sectors.

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US drug control agency will move to reclassify marijuana

Hacker News

The U.S. Drug Enforcement Administration will move to reclassify marijuana as a less dangerous drug, a historic shift to generations of American drug policy that could have wide ripple effects across the country.

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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.

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Tesla conducting more layoffs, including entire Supercharger team

Hacker News

Just after laying off “more than 10%” of its global workforce, Tesla is laying off even more employees – including senior executives and long-time veterans of the company, most notably the entire Supercharging team and the executive responsible for negotiating NACS adoption across the industry.

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The Fermat's Last Theorem Project

Hacker News

Kevin Buzzard discusses the project to prove Fermat's Last Theorem in Lean. Introduction Fermat's Last Theorem (FLT) is the claim that some abstract equation has no solutions in positive integers.

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TypeSpec: A New Language for API-Centric Development

Hacker News

Over last few years, we've been hard at work on [link] a modern API definition language. This language is designed to meet the evolving needs of API developers, architects, and managers in an environment where the delivery of consistently high-quality APIs and related experiences is becoming increasingly complex and critical.

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Engineer 'builds a GPU from scratch' in two weeks

Hacker News

An engineer has shared his journey in 'building a GPU from scratch with no prior experience.' As with his prior project of designing a CPU from scratch, Adam Majmudar took just two weeks to complete this cerebral feat.

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Improving the Accuracy of Generative AI Systems: A Structured Approach

Speaker: Anindo Banerjea, CTO at Civio & Tony Karrer, CTO at Aggregage

When developing a Gen AI application, one of the most significant challenges is improving accuracy. This can be especially difficult when working with a large data corpus, and as the complexity of the task increases. The number of use cases/corner cases that the system is expected to handle essentially explodes. 💥 Anindo Banerjea is here to showcase his significant experience building AI/ML SaaS applications as he walks us through the current problems his company, Civio, is solving.