Sat.Feb 01, 2025 - Fri.Feb 07, 2025

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7 Tools I Cannot Live Without as a Data Scientist

KDnuggets

Tools I use for coding, writing, grammar improvement, research, machine learning experiments, and organizing projects.

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Why We Need Neuro-Symbolic AI

Adrian Bridgwater for Forbes

Neural AI (often referred to as neural network technology) applies pattern recognition onlarge datasets based on the complex reasoning capabilities of the brain itself.

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Is Deepseek Getting Banned?

Analytics Vidhya

If you were anywhere close to a news source last week, you must have heard of DeepSeek. This Chinese company that led to a tech stock crash in the US market questioned the supremacy of OpenAI and gave the world a free and much more powerful alternative to ChatGPT with its R1 model. But now, […] The post Is Deepseek Getting Banned? appeared first on Analytics Vidhya.

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DeepSeek iOS app sends data unencrypted to ByteDance-controlled servers

Flipboard

Apple's defenses that protect data from being sent in the clear are globally disabled.

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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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5 AI Agent Frameworks Compared

Flipboard

Check out this comparison of 5 AI frameworks to determine which you should choose.

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Master Data Annotation in LLMs: A Key to Smarter and Powerful AI!

Data Science Dojo

Large Language Models ( LLMs ) have emerged as a cornerstone technology in the rapidly evolving landscape of artificial intelligence. These models are trained using vast datasets and powered by sophisticated algorithms. It enables them to understand and generate human language,transforming industries from customer service to content creation. A critical component in the success of LLMs is data annotation, a process that ensures the data fed into these models is accurate, relevant, and meaningful

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More Trending

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Children's arithmetic skills do not transfer between applied and academic math

Hacker News

Many children from low-income backgrounds worldwide fail to master school mathematics1; however, some children extensively use mental arithmetic outside school2,3. Here we surveyed children in Kolkata and Delhi, India, who work in markets (n = 1,436), to investigate whether maths skills acquired in real-world settings transfer to the classroom and vice versa.

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AI’s Multilingual Failure: NewsGuard Audit Finds Highest Failure Rates in Russian and Chinese

insideBIGDATA

NEW YORK and PARIS, Feb. 7, 2025 Leading AI chatbots spread misinformation more readily in non-English languages: A recent NewsGuard auditacross seven languages found that the top 10 artificial intelligence models are significantly more likely to generate false claims in Russian and Chinesethan in other languages.

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STAT+: Class action suit over UnitedHealth’s AI care denials nears key moment

Flipboard

A federal judge will soon decide whether a class action lawsuit against UnitedHealth Group and its algorithm-based care denials can move forward, which would potentially open the door for attorneys to sift through the company’s internal communications. The lawsuit, in U.S. District Court in Minnesota, alleges that UnitedHealth and its subsidiary NaviHealth relied on flawed algorithms to cut off essential rehabilitative care to sick and injured Medicare Advantage beneficiaries.

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Low, Medium, or High: Which o3-mini Reasoning Level is the Smartest?

Analytics Vidhya

Ever wish your AI could switch between “fast and furious” and “deep and thoughtful”? OpenAI’s o3-mini offers precisely that with its three distinct reasoning levels: Low, Medium, and High. This article provides a detailed comparison of these modes, highlighting their speed, use cases, benchmarks, and ideal applications to help you choose the perfect level for […] The post Low, Medium, or High: Which o3-mini Reasoning Level is the Smartest?

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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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Using Llama 3.2-Vision Locally: A Step-by-Step Guide

KDnuggets

Interact with the advanced multimodal Llama model locally through its intuitive user interface or powerful endpoint service.

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Auquan Launches AI Agent for Financial Services Sustainability Teams

insideBIGDATA

LONDON and NEW YORK Feb. 6, 2025 Auquan, a maker of generative AI solutions for deep work in financial services, today announced the launch of its Sustainability Agent, which Auquan said is the first AI agent purpose-built to liberate sustainability teams from tedious and time-consuming manual work.

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DeepSeek Revelation Is Scarier to Investors Than It Is to Tech CEOs

Flipboard

Welcome to Tech In Depth, our revamped daily newsletter with reporting and analysis about the business of tech from Bloombergs journalists around the world. Today, Ian King writes that investors seem more concerned about the effects of DeepSeeks AI breakthrough than the leaders of the US tech companies that might be upended by changes.

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Google Gemini 2.0 Pro vs DeepSeek-R1: Who Does Coding Better?

Analytics Vidhya

Google has been making waves with all its new Gemini 2.0 experimental models. Be it handling complex tasks, logical reasoning, or coding, Google has a new model specially designed for it! The most efficient of them all is the Google Gemini 2.0 Pro Experimental model. While it may be the most capable in the Gemini […] The post Google Gemini 2.0 Pro vs DeepSeek-R1: Who Does Coding Better?

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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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3 Ways to Secure Your Data Science Job From Layoffs in 2025

KDnuggets

As tech layoffs increase, data scientists must adapt. Here's how to safeguard your data science job in 2025.

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GenAI Platform Squirro Reports Nearly 60% Growth

insideBIGDATA

Zurich, Switzerland. February 6, 2025 —Squirro, an enterprise GenAI platform provider, announced it closed out the second half of 2024 with a year-on-year increase in revenue of almost 60 percent and a growth forecast to exceed this in 2025.

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Serverless Compute for Notebooks, Workflows and Pipelines is now Generally Available on Google Cloud

databricks

In the rapidly evolving landscape of data engineering and analytics, speed, scalability, and simplicity are invaluable. Serverless compute addresses these needs by eliminating.

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Build a Deep Research Agent: $1 Alternative to $200 OpenAI’s Tool

Analytics Vidhya

Agentic AI Systems are all the rage these days! They are simply LLMs in a for-loop connected with certain prompts and tools which can autonomously do tasks for you. However, you can also build reliable step-by-step workflows, guiding the LLM to be more reliable as it solves problems for you. Recently in February 2025, OpenAI […] The post Build a Deep Research Agent: $1 Alternative to $200 OpenAI’s Tool appeared first on Analytics Vidhya.

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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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Chrome and Firefox users must update ASAP

Dataconomy

Google and Mozilla announced updates for their Chrome and Firefox browsers on Tuesday to address multiple high-severity memory safety vulnerabilities. Chrome 133 includes 12 security fixes, while Firefox 135 also resolves several critical issues. Google and Mozilla release critical updates for Chrome and Firefox Chrome 133 , now available in versions 133.0.6943.53/54 for Windows and macOS, and 133.0.6943.53 for Linux, includes three notable vulnerabilities reported by external researchers.

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SoftBank to Spend $3B Annually on OpenAI Solutions

insideBIGDATA

Feb. 3, 2025 — OpenAI and the SoftBank Group today announced a partnership to develop and market advanced enterprise AI called Cristal intelligence, intended to securely integrate the systems and data of individual enterprises in a way that is customized specifically for each company. SoftBank Group Corp.

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FOX Sports Elevates the Fan Experience With Databricks

databricks

FOX Sports has a long history of driving the evolution of broadcast technology, from its high-definition coverage to experiments with virtual reality. Eventually.

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Building a RAG System for Smart Decision-Making in Organizations

Analytics Vidhya

In todays fast-paced business environment, organizations are inundated with data that drives decisions, optimizes operations, and maintains competitiveness. However, extracting actionable insights from this data remains a significant hurdle. A Retrieval-Augmented Generation (RAG) system, when integrated with Agentic AI, tackles this challenge by not only retrieving relevant information but also processing and delivering context-aware insights […] The post Building a RAG System for Smart De

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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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Adaptive Training Distributions with Scalable Online Bilevel Optimization

Machine Learning Research at Apple

Large neural networks pretrained on web-scale corpora are central to modern machine learning. In this paradigm, the distribution of the large, heterogeneous pretraining data rarely matches that of the application domain. This work considers modifying the pretraining distribution in the case where one has a small sample of data reflecting the targeted test conditions.

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How physics-inspired AI is making our roads safer

Dataconomy

According to a study conducted by Michael Walters (Gaia Lab, Nuremberg, Germany), Rafael Kaufmann (Primordia Co., Cascais, Portugal), Justice Sefas (University of British Columbia, B.C., Canada), and Thomas Kopinski (Gaia Lab, Fachhochschule Sudwestfalen, Meschede, Germany), a new physics-inspired approach to AI safety could make multi-agent systemssuch as autonomous vehiclessignificantly safer.

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Introducing Serverless Support for AWS Instance Profiles

databricks

Introducing Serverless Support for AWS Instance Profiles: Uniform Data Access At Databricks, we continuously strive to simplify data access and drive innovation across.

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5 o3-mini Prompts to Try Out Today

Analytics Vidhya

OpenAIs o3- mini is not even a week old and its already a favorite amongst ChatGPT users. This new model is said to be better, faster, and smarter compared to its predecessor, the o1-mini. As our LLMs continue to improve, we need to up our prompting game to get their best outputs. In this blog, […] The post 5 o3-mini Prompts to Try Out Today appeared first on Analytics Vidhya.

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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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A Complete Introduction to Using BERT Models

Machine Learning Mastery

Overview This post is divided into five parts; they are: Why BERT Matters Understanding BERT's Input/Output Process Your First BERT Project Real-World Projects with BERT Named Entity Recognition System Why BERT Matters Imagine you're teaching someone a new language.

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GrubHub data breach: Here’s what hackers got & what you must do now

Dataconomy

A recent security incident at GrubHub has left many wondering about the details of the data breach. With the involvement of a third-party support account, the breach has started discussions about how it happened, what information was exposed, and what steps have been taken to protect users moving forward. Everything you need to know about the GrubHub data breach GrubHubs security team detected irregular activity in its network, which quickly led to an investigation revealing that an external sup

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Welcoming BladeBridge to Databricks: Accelerating Data Warehouse Migrations to Lakehouse

databricks

Databricks welcomes BladeBridge, a proven provider of AI-powered migration solutions for enterprise data warehouses. Together, Databricks and BladeBridge will help enterprises accelerate the.

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Stop Overpaying – Get All LLMs for Just $10 on ChatLLM!

Analytics Vidhya

Which LLM subscriptions do you currently have? ChatGPT Plus, Gemini Advanced, Claude Pro, or maybe something else? We all know that some models excel at content generation, others at image creation, while some are masters of data analysis. And to get the best of all worlds, youve probably been juggling multiple subscriptions. But what if […] The post Stop Overpaying – Get All LLMs for Just $10 on ChatLLM!

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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!