Thu.Aug 29, 2024

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Employers Are Introducing AI: 77% of Workers Lost on How to Use It

insideBIGDATA

Slingshot’s 2024 Digital Work Trends Report Reveals Employees Haven’t Yet Unlocked The Full Potential of AI in the Workplace Slingshot, the work management platform from software company Infragistics that brings data to the center of everything teams work on, has released Part 1 of its two-part 2024 Digital Work Trends Report.

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10 Free Resources to Learn LLMs

Analytics Vidhya

Introduction Suppose you are on the brink of a technological revolution, which is to embrace the Large Language Models (LLMs,) to unlock some incredible opportunities. As for many innovations from developing smart chatbots to analyzing data, LLMs are in the center of them. The good news? However, what people might not realize is that you […] The post 10 Free Resources to Learn LLMs appeared first on Analytics Vidhya.

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How to Translate Languages with MarianMT and Hugging Face Transformers

KDnuggets

Discover how to translate text quickly and accurately between languages with just a few simple steps using MarianMT.

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Guide to Tool Calling in LLMs

Analytics Vidhya

Introduction LLMs are all the rage, and the tool-calling feature has broadened the scope of large language models. Instead of generating only texts, it enabled LLMs to accomplish complex automation tasks that were previously impossible, such as dynamic UI generation, agentic automation, etc. These models are trained over a huge amount of data. Hence, they […] The post Guide to Tool Calling in LLMs appeared first on Analytics Vidhya.

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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have migrated their testing and production workloads to the cloud, yet development environments often remain tied to outdated local setups, limiting efficiency and growth.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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5 Influential Machine Learning Papers You Should Read

Machine Learning Mastery

In recent years, machine learning has experienced a profound transformation with the emergence of LLMs and new techniques that improved the domain’s state of the art. Most of these advancements have mainly been initially revealed in research papers, which have introduced new techniques while reshaping our understanding and approach to the domain.

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Test – Blogathon 

Analytics Vidhya

Introduction Hallucination in large language models (LLMs) refers to the generation of information that is factually incorrect, misleading, or fabricated. Despite their impressive capabilities in generating coherent and contextually relevant text, LLMs sometimes produce outputs that diverge from reality. This article explores the concept of hallucination in LLMs, its causes, implications, and potential solutions.

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Optimizing Byte-level Representation for End-to-End ASR

Machine Learning Research at Apple

In this paper, we propose an algorithm to optimize a byte-level representation for end-to-end (E2E) automatic speech recognition (ASR). Byte-level representation is often used by large scale multilingual ASR systems when the character set of the supported languages is large. The compactness and universality of byte-level representation allow the ASR models to use smaller output and therefore, provides more flexibility.

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Five Most Productive Years: What Happened and What’s Next

Hacker News

So… What Happened? Today is my birthday —for the 65th time. Five years ago, on my 60th birthday, I did a livestream where I talked about some of my plans. So… what happened? Well, what happened was great. And in fact I’ve just had the most productive five years of my life. Nine books. 3939 pages of writings (1,283,267 words). 499 hours of podcasts and 1369 hours of livestreams. 14 software product releases (with our great team).

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Demystifying Decision Trees for the Real World

KDnuggets

Discover how decision trees simplify complex choices and enhance data-driven decisions in real-world scenarios.

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Major Sites Are Saying No to Apple's AI Scraping

Hacker News

This summer, Apple gave websites more control over whether the company could train its AI models on their data. Major publishers and platforms like The New York Times and Facebook have already opted out.

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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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Harnessing light: An exploration into quantum optics

Dataconomy

Quantum optics is a field that explores the intricate behaviors and interactions of light within the quantum realm. This area of study has revolutionized our understanding of light, challenging the classical perspectives that dominated for centuries. The quantum world and light At the heart of quantum optics lies the fundamental principles of quantum mechanics.

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The Imperial Origins of Big Data

Hacker News

Asheesh Kapur Siddique— We live in a moment of massive transformation in the nature of information. In 2020, according to one report, users of the Internet created 64.2 zetabytes of.

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Celebrating the final AWS DeepRacer League championship and road ahead

AWS Machine Learning Blog

The AWS DeepRacer League is the world’s first autonomous racing league, open to everyone and powered by machine learning (ML). AWS DeepRacer brings builders together from around the world, creating a community where you learn ML hands-on through friendly autonomous racing competitions. As we celebrate the achievements of over 560,000 participants from more than 150 countries who sharpened their skills through the AWS DeepRacer League over the last 6 years, we also prepare to close this chapter w

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Judge rules $400M algorithmic system illegally denied Medicaid benefits

Hacker News

Thousands of children and adults were automatically terminated from Medicaid and disability benefits programs by a computer system that was supposed to make applying for and receiving health coverage easier.

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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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Visualizing poverty levels with a plant metaphor

FlowingData

To show poverty in the Pacific Region between age groups, gender, and location, Kristin Baumann used a plant metaphor. Each element on the interactive represents an attribute. As a whole, the better the plant grows for a country, the lower the poverty. Pretty. The project was centered around a Pacific data challenge, but it’d interesting to see a whole bunch of plants for a lot more countries.

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Programming Zero Knowledge Proofs: From Zero to Hero

Hacker News

Learn to write and modify Zero Knowledge Proofs from scratch. You'll build a digital signature scheme using hash-based commitments, gaining practical ZKP programming skills and intuition along the way. By the end, you'll have all the tools you need to implement things like group signatures.

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#38 Back to Basics — RAG, Transformers, ML Optimization, and LLM Evaluation.

Towards AI

Last Updated on September 2, 2024 by Editorial Team Author(s): Towards AI Editorial Team Originally published on Towards AI. Good morning, AI enthusiasts! This week, the community and I are answering some recurring questions about RAG, coding assistants, transformers, machine learning, and more. You will also find fun collaboration opportunities and memes.

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Can solar costs keep shrinking?

Hacker News

The costs of some parts of solar farms will drop to near zero. But some obstacles remain to make this energy cheaply available everywhere. As a result, the entire energy industry will change. What are those obstacles? How will the industry change?

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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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What is speech to text? The complete guide

AssemblyAI

Speech-to-text (also known as speech recognition or voice recognition) is a technology that converts spoken language into written text. It's the digital ears that listen and the virtual hands that type to translate our voices into words on a screen. This seemingly simple concept opens up a world of possibilities, from making our daily lives more convenient to transforming entire industries.

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Federal Appeals Court Once Again Rejects Blanket Gun Ban for Cannabis Consumers

Hacker News

Justices determined, "Marijuana user or not, [the defendant] is a member of our political community and thus has a presumptive right to bear arms. By infringing on that right, 922(g)(3) contradicts the Second Amendment’s plain text.” The post Federal Appeals Court Once Again Rejects Blanket Gun Ban for Cannabis Consumers appeared first on NORML.

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VMware Explore Brings Broadcom’s Private Cloud Strategy Into Focus

MoorInsights for Forbes

VMware Explore 2024 gave Broadcom the opportunity to speak directly to customers about its vision for using VMware Cloud Foundation to achieve the cloud on-premises.

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Bypassing airport security via SQL injection

Hacker News

We discovered a serious vulnerability in the Known Crewmember (KCM) and Cockpit Access Security System (CASS) programs used by the Transportation Security Administration.

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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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Let Tableau Write Your SQL for You

Tableau

Spencer Czapiewski August 29, 2024 - 9:52pm Kirk Munroe Chief Analytics Officer & Founding Partner at Paint with Data Kirk Munroe, Chief Analytics Officer and Founding Partner at Paint with Data and Tableau DataDev Ambassador, explains the value of using relationships in your Tableau data models. Let Tableau write your SQL for you—your dashboard consumers will thank you for it I recently saw a post on LinkedIn where a Tableau expert asked his network how often people used custom SQL in Table

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Chrome Is Entrenching Third-Party Cookies That Will Mislead Users

Hacker News

Related Website Sets is a user-hostile weakening of the Web's privacy model, plainly designed to benefit websites and advertisers, to the detriment of user privacy.

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Mastering Version Control for ML Models: Best Practices You Need to Know

DagsHub

Source: Author Introduction Machine learning (ML) models, like other software, are constantly changing and evolving. Therefore, the ability to manage their lifecycle is crucial for ensuring reproducibility, collaboration, and efficiency. Version control systems (VCS) play a key role in this area by offering a structured method to track changes made to models and handle versions of data and code used in these ML projects.

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Show HN: A discovery-focused search engine for Hacker News

Hacker News

Trieve HN Discovery is an open source discovery-focused search engine for Hacker News. With features like LLM-generated query suggestions, site filters, semantic search, RAG AI chat, and order by descendant count, it offers a comprehensive search experience for the Hacker News community.

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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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What are the Top Applications of AI for Manufacturing?

phData

The manufacturing industry is one of today’s hottest markets for AI applications. With the rise of IoT and telemetry technology, the manufacturing industry has seen an influx of data. Manufacturing companies are positioned at a critical juncture. The industry is witnessing an increased demand for infrastructure to improve the collection, management, and action of massive amounts of data.

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Studying Stones Can Rock Your World

Hacker News

To think like a geologist is to contemplate timescales that stagger the imagination—and lay bare the planetary forces behind our earthly existence.

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Gain an AI Advantage with Data Governance and Quality

Precisely

Key Takeaways Data quality ensures your data is accurate, complete, reliable, and up to date – powering AI conclusions that reduce costs and increase revenue and compliance. Data observability continuously monitors data pipelines and alerts you to errors and anomalies. Then, you can correct them before they’re introduced into an AI system. Data governance ensures AI models have access to all necessary information and that the data is used responsibly in compliance with privacy, security, and oth

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The Asteroid-in-Spring Hypothesis

Hacker News

It took ten days for two researchers to turn on each other, each claiming to have found new evidence of when the asteroid hit Earth.

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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.