Fri.Sep 20, 2024

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Innovation vs. Ethical Implementation: Where Does AI Stand Today?

insideBIGDATA

In this contributed article, Vall Herard, CEO of Saifr.ai, discusses AI ethics. With the adoption of AI comes the next phase of innovation: understanding our moral compass and learning how to balance technology with morality — AND compliance.

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VoiceChat with Your LLMs using AlwaysReddy

KDnuggets

Rapid development is happening around us, and one of the most interesting aspects of this evolution is artificial intelligence's ability to communicate through natural language with humans. Suppose you want to communicate with some LLM running on your computer without switching between applications or windows, just by using a voice hotkey. This is exactly what.

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Podcast: Agentic AI – The Dawn of Autonomous Intelligence

insideBIGDATA

This insideAI News “Power to the Data” podcast discusses how AI has been transforming industries and redefining the boundaries of technology for decades. From simple machine learning algorithms that sort emails to complex neural networks that predict market trends, AI has become an integral part of modern life.

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Decision Trees and Ordinal Encoding: A Practical Guide

Machine Learning Mastery

Categorical variables are pivotal as they often carry essential information that influences the outcome of predictive models. However, their non-numeric nature presents unique challenges in model processing, necessitating specific strategies for encoding. This post will begin by discussing the different types of categorical data often encountered in datasets.

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What’s New in Apache Airflow® 3.0—And How Will It Reshape Your Data Workflows?

Speaker: Tamara Fingerlin, Developer Advocate

Apache Airflow® 3.0, the most anticipated Airflow release yet, officially launched this April. As the de facto standard for data orchestration, Airflow is trusted by over 77,000 organizations to power everything from advanced analytics to production AI and MLOps. With the 3.0 release, the top-requested features from the community were delivered, including a revamped UI for easier navigation, stronger security, and greater flexibility to run tasks anywhere at any time.

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How to Import Data into BigQuery

KDnuggets

Data come from everywhere, and the number of origins, sources, and formats under which valuable data may appear underscores the need for database management tools capable of loading data from multiple sources. This tutorial illustrates how to load datasets from different formats and sources into Google BigQuery. All the prerequisites we need are having registered.

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What Does A Data Engineer Do?

Adrian Bridgwater for Forbes

What Is A Data Engineer? It’s a moving definition really, because the role of the data engineer itself is changing.

More Trending

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From Data to Insights: A Beginner’s Journey in Exploratory Data Analysis

Machine Learning Mastery

Every industry uses data to make smarter decisions. But raw data can be messy and hard to understand. EDA allows you to explore and understand your data better. In this article, we’ll walk you through the basics of EDA with simple steps and examples to make it easy to follow. What is Exploratory Data Analysis? […] The post From Data to Insights: A Beginner’s Journey in Exploratory Data Analysis appeared first on MachineLearningMastery.com.

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DataGemma: Grounding LLMs Against Hallucinations

Analytics Vidhya

Introduction Large Language Models are rapidly transforming industries—today, they power everything from personalized customer service in banking to real-time language translation in global communication. They can answer questions in natural language, summarize information, write essays, generate code, and much more, making them invaluable tools in today’s world.

Analytics 291
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Thinking Inside the Box: How to Solve the Bin Packing Problem with Ray on Databricks

databricks

Introduction The bin packing problem is a classic optimization challenge that has far-reaching implications for enterprise organizations across industries. At its core, the.

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Popular LLM Agent Tools for Customer Query Management

Analytics Vidhya

Introduction Today, the world of customer query management is moving at an unprecedented pace, with new tools making headlines every day. Large language model (LLM) agents are the latest innovation in this context, boosting customer query management efficiently. They automate repetitive tasks with the help of LLM-powered chatbots, unlike typical customer query management.

Analytics 270
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Agent Tooling: Connecting AI to Your Tools, Systems & Data

Speaker: Alex Salazar, CEO & Co-Founder @ Arcade | Nate Barbettini, Founding Engineer @ Arcade | Tony Karrer, Founder & CTO @ Aggregage

There’s a lot of noise surrounding the ability of AI agents to connect to your tools, systems and data. But building an AI application into a reliable, secure workflow agent isn’t as simple as plugging in an API. As an engineering leader, it can be challenging to make sense of this evolving landscape, but agent tooling provides such high value that it’s critical we figure out how to move forward.

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Why GenAI is a Data Deletion and Privacy Nightmare

Cassie Kozyrkov

The clue you need to understand the LinkedIn OptIn scandal Continue reading on Towards Data Science »

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A Comprehensive Guide on Replit Agent

Analytics Vidhya

Introduction Imagine developing apps with the same ease as a conversation. There would be no complicated development environments to set up and no need to look through configuration files. Converting concepts into valuable apps can be a daunting task for many people. Installing different dependencies, setting up databases, and closely monitoring deployments are all necessary.

Database 267
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Why GenAI is a Data Deletion and Privacy Nightmare

Cassie Kozyrkov

The clue you need to understand the LinkedIn OptIn scandal Continue reading on Medium »

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Mastering Kaggle Competitions: Strategies, Techniques, and Insights for Success

Analytics Vidhya

Introduction In the world of data science, Kaggle has become a vibrant arena where aspiring analysts and seasoned professionals alike come to test their skills and push the boundaries of innovation. Picture this: a young data enthusiast, captivated by the thrill of competition, dives into a Kaggle challenge with little more than a curious mind […] The post Mastering Kaggle Competitions: Strategies, Techniques, and Insights for Success appeared first on Analytics Vidhya.

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How to Modernize Manufacturing Without Losing Control

Speaker: Andrew Skoog, Founder of MachinistX & President of Hexis Representatives

Manufacturing is evolving, and the right technology can empower—not replace—your workforce. Smart automation and AI-driven software are revolutionizing decision-making, optimizing processes, and improving efficiency. But how do you implement these tools with confidence and ensure they complement human expertise rather than override it? Join industry expert Andrew Skoog as he explores how manufacturers can leverage automation to enhance operations, streamline workflows, and make smarter, data-dri

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Hollywood Can't Ditch Its Teslas Fast Enough:"They're Destroying Their Leases."

Hacker News

Tesla is reportedly planning a reveal of its self-driving robotaxi on the Warner Bros. lot amid widespread anger in the industry over the brand’s controversial CEO, Elon Musk, resulting in a rejection of its cars.

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What is PaperQA and How Does it Assist in Scientific Research?

Analytics Vidhya

Introduction With the advancement of AI, scientific research has seen a massive transformation. Millions of papers are published annually on different technologies and sectors. But, navigating this ocean of information to retrieve accurate and relevant content is a herculean task. Enter PaperQA, a Retrieval-Augmented Generative (RAG) Agent designed to tackle this exact problem.

Analytics 265
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Inside Annapurna Interactive's Mass Walkout

Hacker News

Earlier this month, the entire staff of Annapurna Interactive walked out the door in a group resignation. But while some of the circumstances around their departure emerged in the reporting, one pressing question was left unanswered: why? IGN has pieced together a somewhat complex answer.

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Rohan Rao’s Framework for Selecting the Right LLMs for Business Needs!

Analytics Vidhya

In this episode of Leading with Data, we dive into the fascinating world of data science with Rohan Rao, a Quadruple Kaggle Grandmaster and expert in machine learning solutions. Rohan shares insights on strategic partnerships, the evolution of data tools, and the future of large language models, shedding light on the challenges and innovations shaping […] The post Rohan Rao’s Framework for Selecting the Right LLMs for Business Needs!

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Automation, Evolved: Your New Playbook for Smarter Knowledge Work

Speaker: Frank Taliano

Documents are the backbone of enterprise operations, but they are also a common source of inefficiency. From buried insights to manual handoffs, document-based workflows can quietly stall decision-making and drain resources. For large, complex organizations, legacy systems and siloed processes create friction that AI is uniquely positioned to resolve.

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CISA boss: Makers of insecure software are the real cyber villains

Hacker News

Write better code, urges Jen Easterly.

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Pixtral 12B vs Qwen2-VL-72B: Which is Better for Image Generation?

Analytics Vidhya

Introduction The AI revolution has given rise to a new era of creativity, where text-to-image models are redefining the intersection of art, design, and technology. Pixtral 12B and Qwen2-VL-72B are two pioneering forces driving this transformation, enabling the seamless conversion of text prompts into stunning visuals that captivate, inspire, and inform.

Analytics 143
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Qualcomm Wants to Buy Intel

Hacker News

What’s next for Intel?

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How web scraping fuels your marketing campaigns?

Dataconomy

In today’s competitive digital landscape, businesses are constantly seeking ways to stand out and drive effective marketing strategies. With the vast amount of information available online, finding the right data can feel overwhelming. That’s where web scraping steps in, offering a powerful solution to gather, analyze, and use online data to fuel your marketing campaigns.

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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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Flight diverted after passenger finds mouse in meal

Hacker News

The furry stowaway forced a Scandinavian Airlines plane to make an emergency landing.

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The Role of Data Protection Regulations for Data-Driven Brands

Smart Data Collective

Data-driven companies need to follow big data regulations carefully if they want to avoid legal hassles.

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Three Mile Island is reopening and selling its power to Microsoft

Hacker News

Three Mile Island, the site of worst nuclear disaster in the United States, is reopening and will sell the power to Microsoft for its AI efforts.

AI 182
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All the outdoor basketball courts

FlowingData

For The Pudding, Matthew Daniels extracted all the outdoor basketball courts in the United States via OpenStreetMap satellite imagery. With 59,705 locations along with commenting and liking, it’s a fun experiment in scale for display, filtering, and interaction. Plus, basketball.

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Maximizing Profit and Productivity: The New Era of AI-Powered Accounting

Speaker: Yohan Lobo and Dennis Street

In the accounting world, staying ahead means embracing the tools that allow you to work smarter, not harder. Outdated processes and disconnected systems can hold your organization back, but the right technologies can help you streamline operations, boost productivity, and improve client delivery. Dive into the strategies and innovations transforming accounting practices.

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Foundations: Why Britain Has Stagnated

Hacker News

Why Britain has stagnated

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Reflecting on learning as both a student and an educator

SAS Software

This article was written based on an interview. Exploring SAS courses: thoughts on my learning journey My journey started with programming eLearning courses that got me hooked and curious about a wide range of topics. These online lessons were great because they were short and focused on technical stuff. But [.] The post Reflecting on learning as both a student and an educator appeared first on SAS Blogs.

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FCC wants all phones unlocked in sixty days, AT&T and T-Mobile aren't so keen

Hacker News

The FCC wants to unlock all phones in the US within 60 days of activation, but AT&T and T-Mobile unsurprisingly object to the plan.

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Political leanings of first and last names

FlowingData

For The Washington Post, Andrew Van Dam and Lenny Bronner analyzed names and political leanings , using a voter file with 212 million registered voters. They break it down by age and geography. You can also search for your own name. As with most trends related to political leanings, the patterns found in names run closely with demographic shifts, such as a name that grows more common among a race group and less common in another.

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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?