Sat.Jul 27, 2024

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How Do You Convert Text Documents to a TF-IDF Matrix with tfidfvectorizer?

Analytics Vidhya

Introduction Understanding the significance of a word in a text is crucial for analyzing and interpreting large volumes of data. This is where the term frequency-inverse document frequency (TF-IDF) technique in Natural Language Processing (NLP) comes into play. By overcoming the limitations of the traditional bag of words approach, TF-IDF enhances text classification and bolsters […] The post How Do You Convert Text Documents to a TF-IDF Matrix with tfidfvectorizer?

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New KNIME Release Helps Enterprises Scale GenAI While Reducing Risk

insideBIGDATA

KNIME, one of the leading open-source data science and AI companies, is announcing a new release to help enterprises securely scale their use of GenAI. The new GenAI features allow organizations to access more AI models, govern which AI models are being used by their data science teams, and ensure no leakage of sensitive data.

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ElevenLabs API: A Comprehensive Guide to Voice Synthesis, Cloning, and Real-Time Conversion

Analytics Vidhya

Introduction Imagine transforming any text into a captivating voice at the touch of a button. ElevenLabs is revolutionizing this experience with its state-of-the-art voice synthesis and AI-driven audio solutions, setting new standards in the AI industry. This article takes you through ElevenLabs’ remarkable features, offers a step-by-step demo on effectively using its API, and highlights […] The post ElevenLabs API: A Comprehensive Guide to Voice Synthesis, Cloning, and Real-Time Con

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Apple has reached its first-ever union contract with store employees in Maryland

Hacker News

Apple has reached a tentative collective bargaining contract with the first unionized company store in the country.

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How to Achieve High-Accuracy Results When Using LLMs

Speaker: Ben Epstein, Stealth Founder & CTO | Tony Karrer, Founder & CTO, Aggregage

When tasked with building a fundamentally new product line with deeper insights than previously achievable for a high-value client, Ben Epstein and his team faced a significant challenge: how to harness LLMs to produce consistent, high-accuracy outputs at scale. In this new session, Ben will share how he and his team engineered a system (based on proven software engineering approaches) that employs reproducible test variations (via temperature 0 and fixed seeds), and enables non-LLM evaluation m

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What is Claude AI, and How Does it Differ From ChatGPT?

Towards AI

Author(s): Jennifer Wales Originally published on Towards AI. Claude AI and ChatGPT are both powerful and popular generative AI models revolutionizing various aspects of our lives. Here, let us learn more about Claude AI and its benefits Ever since the launch of ChatGPT, many other companies have also joined the race to bring excellent generative AI models into the world that not only help users create realistic content but are also safe to use, and free from bias.

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How Soon Might the Atlantic Ocean Break? Two Sibling Scientists Found an Answer

Hacker News

The Atlantic Meridional Overturning Circulation (AMOC) is like a huge heat pump, taking water from the tropics to the north, warming areas in Europe. But as climate change accelerates, AMOC is becoming less stable. It might even be headed to a shutdown.

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More Trending

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Orcas sink $128K yacht in Mediterranean attack: 'Like watching wolves hunt'

Hacker News

“I have a feeling that this group are boat sinkers — I think they knew what they were doing, I’m sure of it.

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Hosting the Olympics has become financially untenable, economists say

Hacker News

The City of Lights will be in the spotlight for the next few weeks as Paris serves as center stage to incredible performances and achievements of the human body, mind and spirit.

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Intel N100 Radxa X4 First Thoughts

Hacker News

The Intel N100-based Radxa x4 has taken the headlines over the last week or so, and for good reason! Does the x86 SBC live up to the hype?

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It's not just us: Other animals change their social habits in old age

Hacker News

In patterns that may sound familiar, long-term studies reveal what elderly deer, sheep and macaques are up to in their twilight years

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The 2nd Generation of Innovation Management: A Survival Guide

Speaker: Chris Townsend, VP of Product Marketing, Wellspring

Over the past decade, companies have embraced innovation with enthusiasm—Chief Innovation Officers have been hired, and in-house incubators, accelerators, and co-creation labs have been launched. CEOs have spoken with passion about “making everyone an innovator” and the need “to disrupt our own business.” But after years of experimentation, senior leaders are asking: Is this still just an experiment, or are we in it for the long haul?

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One German city developed – and then lost – generations of math geniuses

Hacker News

Anti-Semitism brought down one of the world’s greatest centers for mathematical research.

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Aphex Twin gave us a peek inside a 90s classic (2017)

Hacker News

Aphex Twin's "Vordhosbn" just got a surprising video reveal, showing how the track was made. So let's revisit trackers and 90s underground music culture.

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Google reported a 13% increase in its emissions footprint in 2023

Hacker News

AI, which is expected to enable transformative changes across several domains, including attempts to find solutions to climate change, has a very heavy emissions footprint, the scale of which is becoming evident only now.

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Fish in remote tank made into fractals with Video Feedback Device [video]

Hacker News

Here, live images of fish are used as the secondary input on the Video Feedback Device, influencing the fractals being made. Music: Girls Against Boys: Satin.

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Apache Airflow® Best Practices: 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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Tritone Substitutions

Hacker News

A 'tritone substitution' is a popular trick for making your music sound more sophisticated. I'll show you a couple of videos with lots of examples. But since I'm mathematician, let me start with the bare-bones basics. The fifth note of the major scale is called the dominant. In the key of C it's G.

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Revealing the Inner Structure of AWS Session Tokens

Hacker News

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How did Facebook intercept their competitor's encrypted mobile app traffic?

Hacker News

A technical investigation into claims made in a class action lawsuit that Facebook had intercepted encrypted traffic from user's devices running the Onavo Protect app in order to gain competitive insights.

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Canadian women's soccer team loses six points, coach banned over drone scandal

Hacker News

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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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SQLite: 35% Faster Than the Filesystem

Hacker News

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An Interview with Robert Caro and Kurt Vonnegut (1999)

Hacker News

Kurt greeted us in his beautiful 19th century house and in his bare feet (of which more later).

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Workbrew

Hacker News

The missing features and support for companies using Homebrew

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Texas woman gets 15 years for stealing $109M from Army to buy mansions, cars

Hacker News

Comments

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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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Learning about PCI-e: Driver and DMA

Hacker News

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The Scale of Life

Hacker News

Visualize the true scale of life in real time with hundreds of live counters. Experience the magnitude of the industrial age, nature, and everyday life firsthand.

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Abstract Interpretation in the Toy Optimizer

Hacker News

CF Bolz-Tereick wrote some excellent posts in which they introduce a small IR and optimizer and extend it with allocation removal. We also did a live stream together in which we did some more heap optimizations.

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Show HN: Semantic Grep – A Word2Vec-powered search tool

Hacker News

grep for words with similar meaning to the query. Contribute to arunsupe/semantic-grep development by creating an account on GitHub.

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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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Show HN: Burrow is a globally distributed, serverless HTTP proxy

Hacker News

Burrow is a globally distributed HTTP proxy via AWS Lambda - myzie/burrow

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Milton Bartholomew: More pianos than typewriters

Hacker News

The typewriter industry experienced remarkable growth from the mid-1870s through the early part of the 20th century, but there was one area where growth was sluggish: the home consumer market.

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How to Debug Your Battery

Hacker News

A guide on how to understand the performance of your battery with modelling and improve it - ionworks/how-to-debug-your-battery

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Roguecraft Devs on Developing for Amiga in 2024

Hacker News

"Roguecraft was supposed to take about 6 months to develop and ended up taking 2 years" - We don't think it's an exaggeration to call Roguecraft one of the m.

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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.