Tue.Aug 06, 2024

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Cognizant & Oxford Economics’ Companion Study to their “New Work, New World” Report Shows Cautious Optimism Among Enterprises Adopting AI

insideBIGDATA

Cognizant (NASDAQ: CTSH) has released a companion analysis to its comprehensive 2023 study with Oxford Economics, and the new report - titled "New Work, New World: Quantifying Global Gen AI Momentum" - outlines cautious optimism is driving current market adoption of generative AI across various industries and geographies.

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Databricks Clean Rooms for privacy-safe collaboration is in Public Preview

databricks

Fueled by the exponential growth in external data and AI for innovation, organizations across all industries are looking for effective ways to collaborate.

AI 292
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Factorial Program in Python

Analytics Vidhya

Introduction Suppose for instance that you are cooking a meal that will have a certain taste that you desire if only the sequence of processes is followed as expected. Likewise, in mathematics and programming, getting factorial definition of a number requires a unique sequence of multiplication of a series of decrement positive integers. Factorials’ operation […] The post Factorial Program in Python appeared first on Analytics Vidhya.

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Data Science and AI Company KNIME Secures Investment to Accelerate Adoption of Enterprise-Grade AI Governance and ModelOps 

insideBIGDATA

KNIME, one of the leading open-source data science and AI companies, has raised additional funding from its longstanding investor Invus. Since the last announcement, Invus invested another $30M, bringing total funding to $50M. This will allow KNIME, as the only open-source, low-code data science company on the market, to double down on development of its enterprise-grade AI governance and ModelOps capabilities, while continuing to stay ahead of the rapid innovation in the field.

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Apache Airflow®: The Ultimate Guide to DAG Writing

Speaker: Tamara Fingerlin, Developer Advocate

In this new webinar, Tamara Fingerlin, Developer Advocate, will walk you through many Airflow best practices and advanced features that can help you make your pipelines more manageable, adaptive, and robust. She'll focus on how to write best-in-class Airflow DAGs using the latest Airflow features like dynamic task mapping and data-driven scheduling!

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Pandas vs Polars: A Comprehensive Comparison

Analytics Vidhya

Introduction Suppose that you are right in the middle of a data project, dealing with huge sets and attempting to find as many patterns as you can as quickly as possible. You grab for the usual data manipulation tool, but what if there is a best appropriate tool that will improve your work output? Switching […] The post Pandas vs Polars: A Comprehensive Comparison appeared first on Analytics Vidhya.

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10 GitHub Repositories to Master Statistics

KDnuggets

Learn statistics through interactive books, code examples, cheat sheets, guides, and tools documentation.

More Trending

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Boosting Algorithms in Machine Learning: Enhancing Model Accuracy

Data Science Dojo

As the artificial intelligence landscape keeps rapidly changing, boosting algorithms have presented us with an advanced way of predictive modelling by allowing us to change how we approach complex data problems across numerous sectors. These algorithms excel at creating powerful predictive models by combining multiple weak learners. These algorithms significantly enhance accuracy, reduce bias, and effectively handle complex data patterns.

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Try GitHub Models: Test AI Models like GPT-4o and Llama 3.1 for free

Analytics Vidhya

Introduction Picture this: You’re working on a cool project: a new app, website, or game. You want a place where you can not only store your code but also collaborate with others, keep track of changes, and maybe even show off your work to potential employers or developers. That’s where GitHub comes in! But it […] The post Try GitHub Models: Test AI Models like GPT-4o and Llama 3.1 for free appeared first on Analytics Vidhya.

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Tips for Tuning Hyperparameters in Machine Learning Models

Machine Learning Mastery

If you’re familiar with machine learning, you know that the training process allows the model to learn the optimal values for the parameters—or model coefficients—that characterize it. But machine learning models also have a set of hyperparameters whose values you should specify when training the model. So how do you find the optimal values for […] The post Tips for Tuning Hyperparameters in Machine Learning Models appeared first on MachineLearningMastery.com.

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How to Use Hugging Face’s Datasets Library for Efficient Data Loading

KDnuggets

Harness the simplicity and effectiveness of Hugging Face's Datasets library to efficiently load datasets, regardless of their source

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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 Private Life: On James Baldwin

Hacker News

“From the beginning, he displayed his own vulnerability, his own softness, sometimes as a weapon but mostly as a way of transforming an argument so that it was not a contest to be won but rather a question to be reframed.

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Masked Arrays in NumPy to Handle Missing Data

KDnuggets

Masked arrays in NumPy are specialized array structures that allow you to handle missing or invalid data efficiently. They are particularly useful in scenarios where you must perform computations on datasets containing unreliable entries.

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WD announces enterprise 128TB SSD

Hacker News

WD announced a raft of interesting new storage solutions at the FMS 2024, including an enterprise SSD with 128TB of high-capacity BiCS8 QLC flash, new SD cards in 8TB capacities, and a 16TB external SSD for consumers.

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Generating Gender Alternatives in Machine Translation

Machine Learning Research at Apple

This paper was accepted at the 5th Workshop on Gender Bias in Natural Language Processing 2024. Machine translation (MT) systems often translate terms with ambiguous gender (e.g., English term “the nurse”) into the gendered form that is most prevalent in the systems’ training data (e.g., “enfermera”, the Spanish term for a female nurse). This often reflects and perpetuates harmful stereotypes present in society.

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Apache Airflow®: The Ultimate Guide to DAG Writing

Speaker: Tamara Fingerlin, Developer Advocate

In this new webinar, Tamara Fingerlin, Developer Advocate, will walk you through many Airflow best practices and advanced features that can help you make your pipelines more manageable, adaptive, and robust. She'll focus on how to write best-in-class Airflow DAGs using the latest Airflow features like dynamic task mapping and data-driven scheduling!

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Rodney Brooks’ Three Laws of Robotics

Hacker News

Rodney Brooks is the Panasonic Professor of Robotics (emeritus) at MIT , where he was director of the AI Lab and then CSAIL. He has been cofounder of iRobot , Rethink Robotics , and Robust AI , where he is currently CTO. This article is shared with permission from his blog. Here are some of the things I’ve learned about robotics after working in the field for almost five decades.

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Augmented and virtual reality: Transforming the future

Dataconomy

In the world of technology, Augmented Reality (AR) and Virtual Reality (VR) have emerged as transformative technologies ready to revolutionize numerous industries. By enhancing user interactions and revolutionizing education and training, AR and VR are fundamentally reshaping how we engage with digital content and our physical surroundings. AR and VR are immersive technologies that redefine our perception of reality.

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X is closing San Francisco HQ and relocating staffers to San Jose

Hacker News

In a note to staffers on Monday, X CEO Linda Yaccarino provided the first details of the move since Elon Musk said the company formerly known as Twitter was moving its headquarters to Texas.

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Emotional overlap Venn diagrams

FlowingData

I’m hearing murmurs that the Venn diagram is making a comeback. Six Seconds made a pair-wise matrix to show the emotions that stem from combining the emotions from the Inside Out movie.

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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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Tsung-Dao Lee, physicist who challenged a law of nature, has died

Hacker News

At 31, he and a colleague won the 1957 Nobel Prize in Physics for discovering that subatomic particles, contrary to what scientists thought, are not always symmetrical.

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OpenAI DevDay won’t feature a new GPT model

Dataconomy

While last year’s OpenAI event in San Francisco was a headline-grabbing spectacle, introducing several new initiatives including the now-defunct GPT Store, this year’s setup is markedly toned down. Instead of one grand event, OpenAI plans to connect with developers through multiple, localized sessions as part of their reimagined DevDay conference.

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How French Drains Work

Hacker News

[Note that this article is a transcript of the video embedded above.] In February of 2017, one of the largest spillways in the world, the one at Oroville Dam in northern California, was severely damaged during releases from heavy rain. You might remember this.

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Build custom generative AI applications powered by Amazon Bedrock

AWS Machine Learning Blog

With last month’s blog, I started a series of posts that highlight the key factors that are driving customers to choose Amazon Bedrock. I explored how Bedrock enables customers to build a secure, compliant foundation for generative AI applications. Now I’d like to turn to a slightly more technical, but equally important differentiator for Bedrock—the multiple techniques that you can use to customize models and meet your specific business needs.

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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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The Resurrection of Intel Will Take More Than Three Days

Hacker News

Intel’s second quarter is pretty much a carbon copy of the first three months of 2024 when it comes to revenues across its newly constituted groups, and

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How MedTech is changing the course of healthcare and wellness

Dataconomy

MedTech, the fusion of medical science and advanced technology, is quietly changing the way we approach health and wellness. Have you ever wondered how a device no bigger than your wristwatch can monitor your heart rate, suggest health improvements, and even alert you about potential medical issues before they become serious? Or how a patient on one continent can receive a real-time diagnosis from a top specialist on another, all without leaving their home?

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OpenAI co-founder John Schulman says he will leave and join rival Anthropic

Hacker News

Schulman said OpenAI executives remain committed to backing efforts to ensure that people can control highly capable artificial intelligence models.

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5 Top Large Language Models & Generative AI Books

Towards AI

Author(s): Youssef Hosni Originally published on Towards AI. Master LLMs & Generative AI Through These Five Books This article reviews five key books that explore the rapidly evolving fields of large language models (LLMs) and generative AI, providing essential insights into these transformative technologies. NLP with Transformers introduces readers to transformer architecture for natural language processing, offering practical guidance on using Hugging Face for tasks like text classificatio

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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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Google says it is obligated to disclose confidential info to U.S. government

Hacker News

Google informs users about its obligation to share confidential data with U.S. authorities, raising privacy concerns and highlighting big tech's data security issues.

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VizQL Data Service from Tableau: Use Your Data, Your Way

Tableau

Spencer Czapiewski August 6, 2024 - 6:34pm Kyle Massey VP Lead Software Engineer Kyle Massey, a two-time Tableau DataDev Ambassador and co-leader of the DataPride Tableau User Group, shares his experience with VizQL Data Service. What is VizQL Data Service? The VizQL Data Service was first demoed at Tableau Conference 2023 and allows users to make programmatic (API) requests for data from published data sources in Tableau.

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Vacant pharmacies are holding back NYC retail

Hacker News

Over a million square feet of retail space is empty in vacant chain-drugstore locations across New York City. Here’s why it’s so hard to fill.

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TAI #111; What Does Deepseek’s 10x Cheaper Reused LLM Input Tokens Unlock?

Towards AI

Author(s): Towards AI Editorial Team Originally published on Towards AI. What happened this week in AI by Louie This week, our eyes were again on the rapid progress in LLM inference, in particular, the possibility of significantly reducing the cost for reused input tokens with context caching. We might labor this point a bit much, but the progress in inference compute prices for LLMs is truly unprecedented.

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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.