Sat.May 17, 2025 - Fri.May 23, 2025

article thumbnail

The IKEA of Data: How to Bring Modular Thinking to Your Data Architecture (and Why It Works)

IBM Data Science in Practice

Phew! Those dreaded (rather liked) 3-letter acronymsIOT A few years ago, I found myself thinking about how messy IoT data could getfast. I ended up comparing it to a supermarket: different aisles, different types of data, all needing their own shelf space and labelingsystem. Looking back now, that idea still holdsbut its bigger than just IoT. Todays data ecosystems are even more complex.

article thumbnail

How to Use Pandas and SQL Together for Data Analysis

Analytics Vidhya

For all the tasks related to data science and machine learning, the most important thing that defines how a model will perform depends on how good our data is. Python Pandas and SQL are among the powerful tools that can help in extracting and manipulating data efficiently. By combining these two together, data analysts can […] The post How to Use Pandas and SQL Together for Data Analysis appeared first on Analytics Vidhya.

professionals

Sign Up for our Newsletter

This site is protected by reCAPTCHA and the Google Privacy Policy and Terms of Service apply.

article thumbnail

Predicting drug–gene relations via analogy tasks with word embeddings

Flipboard

Natural language processing is utilized in a wide range of fields, where words in text are typically transformed into feature vectors called embeddings. BioConceptVec is a specific example of embeddings tailored for biology, trained on approximately 30 million PubMed abstracts using models such as skip-gram. Generally, word embeddings are known to solve analogy tasks through simple vector arithmetic.

article thumbnail

AI is getting more powerful, but its hallucinations are getting worse

Flipboard

A new wave of reasoning systems from companies like OpenAI is producing incorrect information more often. Even the companies dont know why. Last month, an.

AI 113
article thumbnail

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.

article thumbnail

Using elliptic curves to solve a math meme

Hacker News

Comments

81
article thumbnail

Climbing trees 1: what are decision trees?

Hacker News

This is the first in a series of posts about decision trees in the context of machine learning. The goal here is to provide a foundational understanding of decision trees and to implement them.

More Trending

article thumbnail

Run Python in Your Browser with PyScript: A Beginner’s Guide

KDnuggets

You dont need an additional setup to run the Python web application.

Python 262
article thumbnail

5 Breakthrough Machine Learning Research Papers Already in 2025

Machine Learning Mastery

Machine learning research continues to advance rapidly.

article thumbnail

Self-supervised learning of molecular representations from millions of tandem mass spectra using DreaMS

Flipboard

Characterizing biological and environmental samples at a molecular level primarily uses tandem mass spectroscopy (MS/MS), yet the interpretation of tandem mass spectra from untargeted metabolomics experiments remains a challenge. Existing computational methods for predictions from mass spectra rely on limited spectral libraries and on hard-coded human expertise.

article thumbnail

NVIDIA Announces DGX Cloud Lepton for GPU Access across Multi-Cloud Platforms

insideBIGDATA

NVIDIA today announced at the Computex confence in Taiwan NVIDIA DGX Cloud Lepton an AI platform with a compute marketplace that connects developers building agentic and physical AI applications with GPUs from a network of cloud providers, including CoreWeave, Crusoe, Firmus, Foxconn.

AI 284
article thumbnail

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.

article thumbnail

From Python to AI Engineer: A Self-Study Roadmap

KDnuggets

A practical roadmap for Python programmers to develop the advanced skills, specialized knowledge, and engineering mindset needed to become successful AI engineers in 2025.

Python 331
article thumbnail

Have I Been Pwned 2.0 is Now Live!

Hacker News

This has been a very long time coming, but finally, after a marathon effort, the brand new Have I Been Pwned website is now live ! Feb last year is when I made the first commit to the public repo for the rebranded service, and we soft-launched the new brand in March of this year. Over the course of this time, we've completely rebuilt the website, changed the functionality of pretty much every web page, added a heap of new features, and today, we're even launching a merch store 😎

Azure 181
article thumbnail

How to Clean Data Using AI

Analytics Vidhya

Cleaning data used to be a time-consuming and repetitive process, which took up much of the data scientist’s time. But now with AI, the data cleaning process has become quicker, wiser, and more efficient. AI models such as ChatGPT, Claude, Gemini, etc, can be used to automate anything from correcting format issues to handling missing […] The post How to Clean Data Using AI appeared first on Analytics Vidhya.

article thumbnail

Niftier Than Clippy, SAP Reimagines Omnipresent AI For Business

Adrian Bridgwater for Forbes

SAP has announced an operating system for AI development to help build, deploy and scale AI solutions, known as SAP AI Foundation.

AI 177
article thumbnail

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

article thumbnail

7 Python Functions You’re Probably Misusing (And Don’t Realize It)

KDnuggets

These common Python functions seem simple until they arent. Avoid subtle bugs by learning how to use them the right way.

Python 216
article thumbnail

America is in danger of experiencing an academic brain drain

Hacker News

Other countries may benefit.

181
181
article thumbnail

DolphinGemma Could Enable AI Communication with Dolphins

Flipboard

Rachel Feltman: For Scientific Americans Science Quickly, Im Rachel Feltman.

AI 172
article thumbnail

Google Search’s Two New AI Features: AI Overview and AI Mode

Analytics Vidhya

Google search has been an anchor for web searches across the world. Processing around 14 billion searches per day and around 2 trillion searches annually. Lets put that into perspective: 14 billion searches in a day is more than double the heartbeats of the entire human race per second! Google search is the pulse of […] The post Google Searchs Two New AI Features: AI Overview and AI Mode appeared first on Analytics Vidhya.

AI 154
article thumbnail

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.

article thumbnail

The Sun is Setting on PowerCenter Support: What’s Next?

KDnuggets

As standard PowerCenter support winds down, the path forward requires careful consideration of your organization's specific needs and constraints.

298
298
article thumbnail

College English majors can't read

Hacker News

They have one job and they can't do it

182
182
article thumbnail

AI Can Beat You in a Debate When It Knows Who You Are, Study Finds

Flipboard

A new study shows LLMs like Chat GPT win more debates than humans when it gets a little personal.

AI 175
article thumbnail

Enabling SSL for Database in IBM SPSS CaDS on Liberty Server — Post-Installation Guide

IBM Data Science in Practice

Enabling SSL for Database in IBM SPSS CaDS on Liberty ServerPost-Installation Guide If youve recently installed the SPSS Collaboration and Deployment Services (CaDS) on IBM Liberty and are wondering how to securely connect to your database via SSL, this blog is for you. Well walk through the step-by-step process to enable SSL after your initial IBM SPSS CaDSsetup.

Database 130
article thumbnail

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?

article thumbnail

Gemma 3n: Smarter, Faster, and Offline-Ready

KDnuggets

Discover the new AI architecture that lets you run AI models directly on phones, laptops, and tablets, redefining efficiency and multimodal capabilities.

AI 249
article thumbnail

The metre originated in the French Revolution

Hacker News

The next time you pick up a bag of spuds from the supermarket or fill up the car with petrol, you can thank a treaty signed in 1875 for the metric system that underpins daily life.

178
178
article thumbnail

Groundbreaking AI model uncovers hidden patterns of political bias in online news

Flipboard

A new study published in PLOS One introduces a large-scale method for detecting political bias in online news sources using artificial intelligence.

article thumbnail

7 Things to know before getting into Gen AI

Analytics Vidhya

Since the introduction of Generative AI as a domain, it would be hard to come by an industry that hasnt been affected by it. But instead of being at loggerheads with it, it has received widespread adoption. Generative AI has been incorporated into the day-to-day workflows of most domains, and this alarming presence has made […] The post 7 Things to know before getting into Gen AI appeared first on Analytics Vidhya.

AI 199
article thumbnail

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

article thumbnail

WTF is Language Model Quantization?!?

KDnuggets

Unveiling the origins, "ins and outs," and implications of quantization in language models: all in simple terms.

183
183
article thumbnail

Find Your People

Hacker News

Thank you to Bucknell University for inviting me to be this year's commencement speaker. And congratulations to the Class of 2025! Watch the speech on YouTube. Thirty-two.

181
181
article thumbnail

Why enterprise RAG systems fail: Google study introduces ‘sufficient context’ solution

Flipboard

Google's "sufficient context" helps refine RAG systems, reduce LLM hallucinations, and boost AI reliability for business applications.

AI 174
article thumbnail

Introducing new Claude Opus 4 and Sonnet 4 models on Databricks

databricks

Reason over your data. Automate complex workflows. Scale with confidence all in Databricks.

AI 213
article thumbnail

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!