Who Said Neural Networks Aren’t Linear? 🧠

🦾Plus: ‍👀 Nvidia launches first US-made chip

Hey folks! Let’s get into Big Data and AI craziness…

In today's edition: What's Shaping the Future of Data?

  • 🗂️5 Data Classification Best Practices to Improve Business Workflow

  • 🌐So you want to build a data mesh

  • ⚡IndexTables for Spark

  • 🤖Robot Learning: A Tutorial

  • 📉 ChatGPT’s mobile app growth slows down

  • 💡 AI Tutorial:How to use the new AI makeup feature in Google Meet

  • 🤖 AI Tools and Data Tools to checkout

Neural networks are famously nonlinear. However, linearity is defined relative to a pair of vector spaces, f : X → Y…Is it possible to identify a pair of non-standard vector spaces for which a conventionally nonlinear function is, in fact, linear? This paper introduces a method that makes such vector spaces explicit by construction…

You don’t have to stay stuck.

Stop doing it all. Start leading again. Access the next phase of growth with BELAY’s free resource, Delegate to Elevate.

All modern businesses manage data to a certain extent, regardless of the industry or niche. Some have enormous data flows, while others manage minimal volumes of information. However, they all do have one thing in common – this data needs to be properly handled and classified.

Data mesh is defined by its 4 core principles, which when applied can shift how data is managed organizationally, architecturally, technically, operationally, principally, and infrastructurally…We are going to explore these 4 principles through the lens of dbt, with the goal of outlining an opinionated approach to how you should architect your dbt Mesh of project(s).

IndexTables is an experimental open-table format for Apache Spark that enables fast retrieval and full-text search across large-scale data. It integrates seamlessly with Spark SQL, allowing you to combine powerful search capabilities with joins, aggregations, and standard SQL operations. Originally built for log observability and cybersecurity investigations, IndexTables works well for any use case requiring fast data retrieval

Robot learning is at an inflection point, driven by rapid advancements in machine learning and the growing availability of large-scale robotics data. This shift from classical, model-based methods to data-driven, learning-based paradigms is unlocking unprecedented capabilities in autonomous systems..

The last thing we want to do after a long, stressful day of work is roll up our sleeves and do more work in the kitchen... which is why we were so excited to hear about Forkful.

Whether you opt for high-protein, carb-conscious, traditional, or fully plant-based (and more), Forkful has a dish for every lifestyle. And because they’re fresh, never frozen, and made by chefs with only the healthiest possible ingredients, it’s an easy way to get your eating habits back on a healthy track without any effort on your end. Sign up for Forkful right here and get 50% off your first order

👨‍💻 Data Tools, Libraries

Chat2DB
An intelligent and versatile general-purpose SQL client and reporting tool for databases which integrates ChatGPT capabilities.

cloudflare-email
A simple proxy server that can be used for sending free transactional emails through Cloudflare workers. 

AnswerOverflow
Answer Overflow is an open source project designed to bring discord channels to your favorite search engine, enabling users to easily find the info they need, fast.

AI News:

In a milestone for domestic chipmaking, the companies unveiled a Blackwell-generation wafer produced at TSMC’s Arizona facility as AI demand surges. Nvidia said the move “onshores” key parts of the AI stack and strengthens the U.S. supply chain. TSMC noted its Arizona sites will make 2nm–4nm and A16-class technologies used for AI and high-performance computing.

With Cash App, you can round up your spare change from everyday purchases, earn up to 4% interest,* and transfer money  anytime—all without hidden fees.

Fresh data from Apptopia shows that ChatGPT’s mobile momentum is cooling after explosive early-year growth. Global downloads have dropped for several consecutive months, with October pacing 8.1% lower than September so far. In the U.S., the average time spent per daily active user has fallen about 22.5% since July, while sessions per user are down roughly 20.7%, signaling lighter day-to-day use

Data centers drive 90%+ of growth. The question isn't if it bursts; it's when and how hard. Past bubbles hurt tech; this one could crater the entire economy.

ChatGPT is now integrated into Kayak as AI Mode for travel queries and bookings. AI Mode will guide you through travel research conversationally. Open-ended questions get answered. Suggestions get made. Bookings complete inside chat.

OpenAI announced Thursday it paused the ability for users to generate videos resembling the late civil rights activist Martin Luther King Jr. using its AI video model, Sora. The company says it’s adding this safeguard at the request of Dr. King’s estate after some Sora users generated “disrespectful depictions” of his image.

Buying a home is one of the biggest decisions you’ll make — and it shouldn’t feel like a leap in the dark. Further gives you a personalized plan that brings clarity to every step. Our AI-powered assistant helps you understand what you can afford, weigh tradeoffs, and map your path forward. Whether it’s your first home or your next one, you’ll feel ready to make decisions with confidence instead of uncertainty.

AI Tutorial

How to use the new AI makeup feature in Google Meet

  1. Open meet.google.com.

  2. Before joining a meeting, at the bottom of your self-view, click Backgrounds and effects > Appearance.

  3. Under “Makeup,” select the looks you want to apply. You can choose from 12 options in the main collection, available on both web and mobile.

  4. To select or remove stacked effects, click Turn off visual effects at the bottom right of your self-view.

The AI-powered makeup remains seamless and natural, even during everyday movements such as sipping your coffee or touching your face.

*Note: This feature is available to Google Workspace customers on Business Standard and Plus, Enterprise Starter, Standard, and Plus, Education Plus, Teaching and Learning add-on, Enterprise Essentials, as well as to paying Google One and Workspace Individual subscribers.

The Jacuzzi® name is synonymous with quality. Right now Jacuzzi is waiving all installation costs plus no interest and no payments for up to one year.

🔥Top AI tools to increase productivity: 

  1. Bard Pdf revolutionizes the way you interact with PDFs.

  2. SEOBy.ai helps you kickstart your marketing efforts and rank higher on search engines without spending a dime.

  3. ChatPaper is a specialized reading assistant crafted for researchers and professionals,

  4. Pact Monster uses AI for better meeting productivity

  5. Trolly AI: Revolutionizing SEO Content Creation with Advanced AI Technology.

  6. pre.dev accelerates idea to development.

  7. AskGPT extension enhances web browsers by providing AI-powered summaries and insights directly on web pages.

  8. Editby - Create content for your blog, newspaper, newsletter, press notes, social networks etc. with AI.

  9. Data Analyst AI connects Google Analytics with ChatGPT, delivering AI-powered eCommerce insights and automated weekly reports.

View our database of all the best AI tools for your needs: aitoolsup.com

Have cool resources to share? Submit AI tool

A.I. Generated Image of the Day

👀 Global Megapolis

AI Tools Up NewsletterReceive a weekly email with updates on new AI tools, helpful prompts, and the latest AI developments. Join over 10000 + professionals from Google, OpenAI, Notion, Apple, and more.

SPONSOR US

Get your product in front of Big Data & AI enthusiasts

Our newsletter is read by thousands of tech professionals, investors, engineers, managers, and business owners around the world.

Interested in Sponsoring the Big Data News Weekly Newsletter?Get in touch today

What did you think of today's email?

Your feedback helps me create better emails for you!

Login or Subscribe to participate in polls.