Sat.Apr 20, 2024 - Fri.Apr 26, 2024

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Artificial Intelligence Means Smaller Teams Doing More with Less Makes the Small Autonomous Teams Structure Even More Important 

insideBIGDATA

In this contributed article, Brady Brim-DeForest, CEO of Formula.Monks, discusses how the more that we incorporate AI technology into white collar workflows in large organizations, the more that it becomes important to lean into the work structures that make humans function at their best.

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Llama 3: A new milestone for Meta in the world of NLP and LLMs

Data Science Dojo

April 2024 is marked by Meta releasing Llama 3, the newest member of the Llama family. This latest large language model (LLM) is a powerful tool for natural language processing (NLP). Since Llama 2’s launch last year, multiple LLMs have been released into the market including OpenAI’s GPT-4 and Anthropic’s Claude 3. Hence, the LLM market has become highly competitive and is rapidly advancing.

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OpenELM: An Efficient Language Model Family with Open-source Training and Inference Framework

Machine Learning Research at Apple

The reproducibility and transparency of large language models are crucial for advancing open research, ensuring the trustworthiness of results, and enabling investigations into data and model biases, as well as potential risks. To this end, we release OpenELM, a state-of-the-art open language model. OpenELM uses a layer-wise scaling strategy to efficiently allocate parameters within each layer of the transformer model, leading to enhanced accuracy.

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Unity Catalog Lakeguard: Industry-first and only data governance for multi-user Apache™ Spark clusters

databricks

Unlock the power of Apache Spark™ with Unity Catalog Lakeguard on Databricks Data Intelligence Platform. Run SQL, Python & Scala workloads with full data governance & cost-efficient multi-user compute.

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How To Get Promoted In Product Management

Speaker: John Mansour

If you're looking to advance your career in product management, there are more options than just climbing the management ladder. Join our upcoming webinar to learn about highly rewarding career paths that don't involve management responsibilities. We'll cover both career tracks and provide tips on how to position yourself for success in the one that's right for you.

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7 Python Libraries Every Data Engineer Should Know

KDnuggets

Interested in switching to data engineering? Here’s a list of Python libraries you’ll find super helpful.

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Using proxy servers for SEO tools: Enhancing your digital strategy

Dataconomy

In the competitive landscape of online marketing, achieving high rankings in search engine results is crucial for driving traffic, increasing visibility, and, ultimately, generating leads and conversions. To improve website rankings in Google and Bing search results, digital marketers often leverage various SEO tools and strategies. However, many of these tools require the use of proxy servers to function effectively.

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Announcing the General Availability of Databricks Asset Bundles

databricks

We're thrilled to announce the General Availability (GA) of Databricks Asset Bundles (DABs). With DABs you can easily bundle resources like jobs.

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Retrieval Augmented Generation: Where Information Retrieval Meets Text Generation

KDnuggets

This article introduces retrieval augmented generation, which combines text generation with informaton retrieval in order to improve language model output.

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Use the moment-ratio diagram to visualize the sampling distribution of skewness and kurtosis

SAS Software

The moment-ratio diagram is a tool that is useful when choosing a distribution that models a sample of univariate data. As I show in my book (Simulating Data with SAS, Wicklin, 2013), you first plot the skewness and kurtosis of the sample on the moment-ratio diagram to see what common [.] The post Use the moment-ratio diagram to visualize the sampling distribution of skewness and kurtosis appeared first on SAS Blogs.

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Early tests of H5N1 prevalence in milk suggest U.S. bird flu outbreak in cows is widespread

Hacker News

Andrew Bowman, a veterinary epidemiologist at Ohio State University, had a hunch. He had been struck by the huge amounts of H5N1 virus he’d seen in milk from cows infected with the bird flu and thought that at least some virus was getting off of farms and going downstream — onto store shelves. He knew the Food and Drug Administration was working on its own national survey of the milk supply.

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Navigating the Future: Generative AI, Application Analytics, and Data

Generative AI is upending the way product developers & end-users alike are interacting with data. Despite the potential of AI, many are left with questions about the future of product development: How will AI impact my business and contribute to its success? What can product managers and developers expect in the future with the widespread adoption of AI?

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What IBM’s Deal For HashiCorp Means For The Cloud Infra Battle

R. Scott Raynovich

At the same time, the deal also highlights IBM’s challenges to transform itself in a fast-moving industry.

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Cost of developing new drugs may be far lower than industry claims, trial reveals

Hacker News

Exclusive: MSF calls for transparency after its bill for a trial of TB treatment came to a fraction of the billions claimed by pharmaceutical companies Doctors have for the first time released details of their spending on a major clinical trial, demonstrating that the true cost of developing a medicine may be far less than the billions of dollars claimed by the pharmaceutical industry.

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In Response to Google

Hacker News

Google has chosen to send a response to my article to Barry Schwartz of Search Engine Roundtable. Here is my response. (1) On the March 2019 core update claim in the piece: This is baseless speculation.

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TSMC Jumps Into Silicon Photonics, Lays Out Roadmap For 12.8 Tbps COUPE On-Package Interconnect

Hacker News

Optical connectivity – and especially silicon photonics – is expected to become a crucial technology to enable connectivity for next-generation datacenters, particularly those designed HPC applications. With ever-increasing bandwidth requirements needed to keep up with (and keep scaling out) system performance, copper signaling alone won't be enough to keep up.

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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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Air Force picks Anduril, General Atomics to develop unmanned fighter jets

Hacker News

The two vendors emerged successful from an original pool of five and are expected to carry their drone designs through a prototyping phase that will build and test aircraft.

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Nvidia to Acquire Run:AI

Hacker News

To help customers make more efficient use of their AI computing resources, NVIDIA today announced it has entered into a definitive agreement to acquire Run:ai, a Kubernetes-based workload management and orchestration software provider. Customer AI deployments are becoming increasingly complex, with workloads distributed across cloud, edge and on-premises data center infrastructure.

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IBM to Acquire HashiCorp, Inc for $6.4 billion

Hacker News

IBM and HashiCorp Inc., a leading multi-cloud infrastructure automation company, announced they have entered into a definitive agreement under which IBM will acquire HashiCorp for $35 per share in cash, representing an enterprise value of $6.4 billion.

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Tesla Profits Drop 55%

Hacker News

Tesla profits fell 55% to $1.13 billion in the first quarter from the same year-ago period as a protracted EV price-cutting strategy and “several unforeseen challenges” cut into the automaker’s bottom line. Tesla reported revenue of $21.3 billion in the first quarter, a 9% drop from the first quarter of 2023.

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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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Stripe, doubling down on embedded finance, de-couples payments from the rest of its stack

Hacker News

Stripe continues to hold the title of being the biggest financial technology business still in private hands, with a current valuation of about $65 billion and a whopping $1 trillion in total processed payment volume last year alone. But fintech is fragmented and a fast-moving target, and with competitors chipping away at its place, Stripe is […] © 2024 TechCrunch.

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The Brutal Business Practices of Amazon–and How It Got Too Toxic to Touch

Hacker News

In an interview with Vanity Fair, reporter Dana Mattioli reveals how the company systematically stifles criticism, squeezes out competitors, and even pits its own employees against one another. “People tend not to last,” she says, “because it’s very aggressive and it can be bruising.

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Decline in heart failure deaths has been undone, led by people under 45

Hacker News

Heart failure mortality rates are moving in the wrong direction, a new analysis reports, reversing a decline in deaths that means more people in the United States are dying of the condition today than 25 years ago. The concerning conclusion comes as newer medications are raising hopes for better outcomes in the years to come. A research letter published Wednesday in JAMA Cardiology tracked U.S. death certificate data from 1999 through 2021, revealing a steady drop in deaths until 2012, when rate

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The death of the 60/40 portfolio

Hacker News

April 21, 2024 The topic for this issue focuses on portfolio management in an era of less structural disinflation, and more broadly how a portfolio can be improved relative to the basic 60/40 portfolio.

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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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The Man Who Killed Google Search

Hacker News

This is the story of how Google Search died, and the people responsible for killing it. The story begins on February 5th 2019, when Ben Gomes, Google’s head of search, had a problem.

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TSMC's debacle in the desert: Missed deadlines and tension among coworkers

Hacker News

Taiwan Semiconductor Manufacturing Company (TSMC) was slated to open a plant in Phoenix, Arizona in 2024. It aimed to bring thousands jobs, but the expansion hasn’t taken off.

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Google delays third-party cookie demise yet again

Hacker News

Google is delaying the end of third-party cookies in its Chrome browser — again. In other unsurprising developments, water remains wet. The announcement was made on Tuesday ahead of quarterly reports from Google and the ever-watchful U.K. Competition and Markets Authority (CMA), keeping tabs on how this whole situation unfolds. “We recognize that there are ongoing challenges related to reconciling divergent feedback from the industry, regulators and developers, and will continue to engage closel

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Why Cats Knock Stuff Over (2023)

Hacker News

Why do cats like to push stuff over edges and then curiously watch the fallen object? I suggest that they are play-hunting, and are testing the ‘prey’ for liveness & playing-dead, similarly to tossing or poking it with claws.

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How Embedded Analytics Gets You to Market Faster with a SAAS Offering

Start-ups & SMBs launching products quickly must bundle dashboards, reports, & self-service analytics into apps. Customers expect rapid value from your product (time-to-value), data security, and access to advanced capabilities. Traditional Business Intelligence (BI) tools can provide valuable data analysis capabilities, but they have a barrier to entry that can stop small and midsize businesses from capitalizing on them.

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Amazon MemoryDB: A fast and durable memory-first cloud database

Hacker News

Amazon MemoryDB for Redis is a database service designed for 11 9s of durability with in-memory performance. In this paper, we describe the architecture of MemoryDB and how we leverage open-source Redis, a popular data structure store, to build an enterprise-grade cloud database.

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Implementing Neural Networks on a "10-cent" RISC-V MCU

Hacker News

I have been meaning for a while to establish a setup to implement neural network based algorithms on smaller microcontrollers. After reviewing existing solutions, I felt there is no solution that I really felt comfortable with. One obvious issue is that often flexibility is traded for overhead.

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New £4M hub for metabolic psychiatry

Hacker News

2016 Lister Fellow Danny Smith will head up one of five new UKRI research hubs dedicated to severe mental illness (SMI). The Edinburgh hub, opening this month, will explore the correlation between metabolic disorders and severe mental health conditions.

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NASA's Voyager 1 Resumes Sending Engineering Updates to Earth

Hacker News

After some inventive sleuthing, the mission team can — for the first time in five months — check the health and status of the most distant human-made object in existence.

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The Key to Sustainable Energy Optimization: A Data-Driven Approach for Manufacturing

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. 📊 Join us for a practical webinar hosted by Kevin Kai Wong of Emergent Ene