Tue.Jun 24, 2025

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Build a Data Cleaning & Validation Pipeline in Under 50 Lines of Python

KDnuggets

Blog Top Posts About Topics AI Career Advice Computer Vision Data Engineering Data Science Language Models Machine Learning MLOps NLP Programming Python SQL Datasets Events Resources Cheat Sheets Recommendations Tech Briefs Advertise Join Newsletter Build a Data Cleaning & Validation Pipeline in Under 50 Lines of Python Clean and validate messy data with a compact Python pipeline that fits into any workflow.

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New Threads Needed To Weave Stronger Integration Layer For AI Data

Adrian Bridgwater for Forbes

Data integration at a deep iPaaS level can help feed AI services with the right data, the correct langauge models and the most relevant information sources.

AI 351
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HPE Unveils AI Factory Solutions with Blackwell Infrastructure

insideBIGDATA

At HPE’s big Discover event here in Las Vegas today, the company rolled out a series of news, including a high-end AI factory solution built with NVIDIA GPUs and networking targeting the exploding AI-at-scale market.

AI 332
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Building AI Agents with llama.cpp

KDnuggets

This guide will walk you through the entire process of setting up and running a llama.cpp server on your local machine, building a local AI agent, and testing it with a variety of prompts.

AI 236
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Airflow Best Practices for ETL/ELT Pipelines

Speaker: Kenten Danas, Senior Manager, Developer Relations

ETL and ELT are some of the most common data engineering use cases, but can come with challenges like scaling, connectivity to other systems, and dynamically adapting to changing data sources. Airflow is specifically designed for moving and transforming data in ETL/ELT pipelines, and new features in Airflow 3.0 like assets, backfills, and event-driven scheduling make orchestrating ETL/ELT pipelines easier than ever!

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Combining XGBoost and Embeddings: Hybrid Semantic Boosted Trees?

Machine Learning Mastery

The intersection of traditional machine learning and modern representation learning is opening up new possibilities.

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Accelerating Provider MDM in Healthcare with Databricks and AI

databricks

Healthcare operations and patient care depends on accurate, complete, and unified data.

AI 204

More Trending

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A federal judge sides with Anthropic in lawsuit over training AI on books without authors’ permission

Flipboard

Federal judge William Alsup ruled that it was legal for Anthropic to train its AI models on published books without the authors’ permission.

AI 182
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GenAI Playground at DataHack Summit 2025

Analytics Vidhya

If you were at DataHack Summit 2024, chances are you didn’t just witness the GenAI revolution – you played with it, battled it, laughed with it, and maybe even tried to flirt against it. The GenAI Playground, a DataHack Summit exclusive, was introduced in 2023 as an immersive creative zone. It quickly became the most […] The post GenAI Playground at DataHack Summit 2025 appeared first on Analytics Vidhya.

Analytics 175
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Key fair use ruling clarifies when books can be used for AI training

Flipboard

In landmark ruling, judge likens AI training to schoolchildren learning to write.

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Exploring proof-of-sensing and why is it the missing link for ethical AI adoption

Dataconomy

One quick look at the digital landscape in 2025 and one can see that artificial intelligence (AI) is everywhere, powering everything from content generators to health diagnostics (all while growing at a blistering pace). In fact, the market is currently valued at $400 billion and is projected to multiply fivefold by 2030. Moreover, an estimated 97 million people are currently estimated to be working in this space, with businesses embracing the technology in droves (as highlighted by the fact tha

AI 167
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Whats New in Apache Airflow 3.0 –– And How Will It Reshape Your Data Workflows?

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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Judge Rules Training AI on Authors' Books Is Legal But Pirating Them Is Not

Flipboard

A judge rules that Anthropic's training on copyrighted works without authors' permission was a legal fair use, but that stealing the books in the first place is illegal.

AI 175
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Murati’s AI lab nearly had Apple as a buyer

Dataconomy

Apple explored a potential acquisition of Thinking Machines Lab, an AI startup founded by Mira Murati, following her departure from OpenAI, alongside internal discussions regarding Perplexity, according to Bloomberg’s Mark Gurman. Murati, formerly OpenAI’s Chief Technology Officer, left the company less than a year after the boardroom events that briefly led to CEO Sam Altman’s removal.

AI 184
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How Walmart built an AI platform that makes it beholden to no one (and that 1.5M associates actually want to use)

Flipboard

Skip to main content Events Video Special Issues Jobs VentureBeat Homepage Subscribe Artificial Intelligence View All AI, ML and Deep Learning Auto ML Data Labelling Synthetic Data Conversational AI NLP Text-to-Speech Security View All Data Security and Privacy Network Security and Privacy Software Security Computer Hardware Security Cloud and Data Storage Security Data Infrastructure View All Data Science Data Management Data Storage and Cloud Big Data and Analytics Data Networks Automation Vie

AI 172
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Cracking the Machine Learning Case Study Round

Analytics Vidhya

So you’re interviewing for a data science role? Excellent! But you’d better be prepared, because nine times out of ten, you’ll be asked machine learning case study questions. They’re not so much about showing off your technical abilities; they’re all about getting a feel for how to approach solving a real business problem.

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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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Learnings from two years of using AI tools for software engineering

Flipboard

How to think about today’s AI tools, approaches that work well, and concerns about using them for development.

AI 160
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Power Your LLM Training and Evaluation with the New SageMaker AI Generative AI Tools

AWS Machine Learning Blog

Today we are excited to introduce the Text Ranking and Question and Answer UI templates to SageMaker AI customers. The Text Ranking template enables human annotators to rank multiple responses from a large language model (LLM) based on custom criteria, such as relevance, clarity, or factual accuracy. This ranked feedback provides critical insights that help refine models through Reinforcement Learning from Human Feedback (RLHF), generating responses that better align with human preferences.

AI 107
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Alexa+ now talks to over one million users

Dataconomy

Amazon has confirmed that its generative AI-powered digital assistant, Alexa+ , initially announced in February 2025, now serves over one million users through an invite-only early access program in the U.S. The company has progressively expanded access to Alexa+ by sending invitations to customers who registered on the waitlist. This initiative follows an earlier statement from Amazon CEO Andy Jassy in May 2025, when Alexa+ had reached over 100,000 users.

AI 160
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AI is coming to the NFL, and it could transform the game

Flipboard

In 1968, Stanley Kubrick released “2001: A Space Odyssey” and creeped out an entire country with the idea of a future controlled by artificial intelligence.

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A Guide to Debugging Apache Airflow® DAGs

In Airflow, DAGs (your data pipelines) support nearly every use case. As these workflows grow in complexity and scale, efficiently identifying and resolving issues becomes a critical skill for every data engineer. This is a comprehensive guide with best practices and examples to debugging Airflow DAGs. You’ll learn how to: Create a standardized process for debugging to quickly diagnose errors in your DAGs Identify common issues with DAGs, tasks, and connections Distinguish between Airflow-relate

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Fun with uv and PEP 723

Hacker News

How to use uv and the Python inline script metadata proposal PEP 723 to run scripts seamlessly.

Python 150
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Amazon Bedrock Agents observability using Arize AI

Flipboard

This post is cowritten with John Gilhuly from Arize AI. With Amazon Bedrock Agents , you can build and configure autonomous agents in your application. An agent helps your end-users complete actions based on organization data and user input. Agents orchestrate interactions between foundation models (FMs), data sources, software applications, and user conversations.

AI 133
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ChatGPT's enterprise success against Copilot fuels OpenAI/Microsoft rivalry

Hacker News

Bloomberg Need help? Contact us Weve detected unusual activity from your computer network To continue, please click the box below to let us know youre not a robot. Why did this happen? Please make sure your browser supports JavaScript and cookies and that you are not blocking them from loading. For more information you can review our Terms of Service and Cookie Policy.

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New LLM draws wisdom from ancient texts

Dataconomy

Researchers from the University of Galway, Ireland, and IIIT Delhi, India, have introduced a new framework that combines the spiritual teachings of the Bhagavad Gita with advanced artificial intelligence to create a more holistic approach to mental health support. The study, authored by Janak Kapuriya, Aman Singh, Jainendra Shukla, and Rajiv Ratn Shah, explores how the wisdom of this ancient Hindu scripture can be integrated into large language models (LLMs) to provide deeper and more meaningful

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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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Reinforcement learning, explained with a minimum of math and jargon

Hacker News

To create reliable agents, AI companies had to go beyond predicting the next token.

AI 118
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Entity relationship diagram (ERD)

Dataconomy

Entity relationship diagrams (ERDs) are not just tools for developers; they serve as blueprints that help organizations visualize how different data elements relate to one another. This graphical representation plays a critical role in data modeling, demonstrating the complex interplay of entities, attributes, and relationships within various systems.

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Gemini Robotics On-Device brings AI to local robotic devices

DeepMind

Build with our next generation AI systems Explore models chevron_right Gemini Our most intelligent AI models 2.5 Pro 2.5 Flash 2.5 Flash-Lite Learn more Gemma Lightweight, state-of-the-art open models Gemma 3 Gemma 3n ShieldGemma 2 Learn more Generative models Image, music and video generation models Imagen Lyria Veo Experiments AI prototypes and experiments Project Astra Project Mariner Gemini Diffusion Our latest AI breakthroughs and updates from the lab Explore research chevron_right Projects

AI 132
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Not all AI prompts are equal. Some emit 50x more carbon than others. Here’s why.

Flipboard

WHAT’S NEW NEWSLETTERS SECTIONS Daily Science Fixing Carbon Idea Watch Climate Parables PRINT EDITIONS Issue #1 Issue #2 Issue #3 Issue #4 Issue #5 Issue #6 Issue #7 ABOUT Team Anthropocene Archive Conservation Magazine Archive FAQs Awards Contact Us Nonprofit journalism dedicated to creating a Human Age we actually want to live in. Donate Today Follow Follow Follow Follow Nonprofit journalism dedicated to creating a Human Age we actually want to live in.

AI 125
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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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XBOW, an autonomous penetration tester, has reached the top spot on HackerOne

Hacker News

For the first time in bug bounty history, an autonomous penetration tester has reached the top spot on the US leaderboard.

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Enterprises Take Model Evaluation Into Their Own Hands

Flipboard

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SQL 125
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Co-founder of Databricks and Perplexity launches $100M AI research institute

Dataconomy

Andy Konwinski, co-founder of Databricks and Perplexity, established the Laude Institute, a new AI research institute, committing $100 million of his personal capital to fund its operations. The Laude Institute operates as a funding entity, structuring its financial contributions as grant-like investments, rather than functioning as a traditional AI research laboratory.

AI 91
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Judge rules Anthropic's AI training on copyrighted materials is fair use

Flipboard

However, the company is still on the hook for piracy. Anthropic has received a mixed result in a class action lawsuit brought by a group of authors who claimed the company used their copyrighted creations without permission.

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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.