🤖 Google launches Nested Learning

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

• 📊 Notion Templates every Data Scientist needs

• 🧠 GitHub Copilot updates

• ⚙️ Automate Gemini workflows using n8n

• 📚 Essential Chunking Techniques

• ⚡ Meta’s AI Chief Leaves to Rethink Intelligence

• 💻 Google launches Private AI Compute

• 💡 AI Tutorial:How to create and edit video scenes with AI

• 🤖 AI Tools and Data Tools to checkout

Google launches Nested Learning -A new ML paradigm for continual learning

For years, deep learning has relied on a simple assumption: a model is one big optimization problem that learns from data all at once. But that simplicity has a price, catastrophic forgetting. Train a model on new data, and it often forgets what it already knew. Google Research wants to fix that with a new paradigm called Nested Learning, unveiled with a proof-of-concept architecture named Hope.

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Notion Templates Every Data Scientist Needs for Success

As a data scientist, you’re tasked with handling vast amounts of information—ranging from evolving business problems to multiple data sources and the models you build. Managing all this can quickly become overwhelming. That’s where Notion comes in. With its wide array of community-built templates, Notion can significantly improve your information management and boost your productivity.

GitHub details how to code, debug, and ship faster with Copilot

This guide shows how GitHub Copilot now supports multi-step workflows across the editor, terminal, and GitHub. It explains how you set it up, use Agent Mode, generate tests and pull requests, review code and automate tasks to streamline your development

Automate Gemini workflows using n8n and Cloud Run setup

You’ll build an automated pipeline that runs Gemini inside n8n and Google Cloud Run. The tutorial helps you handle input data, manage environment variables, and automate reasoning tasks across serverless environments efficiently.

Essential Chunking Techniques for Building Better LLM Applications

Every large language model (LLM) application that retrieves information faces a simple problem: how do you break down a 50-page document into pieces that a model can actually use? So when you’re building a retrieval-augmented generation (RAG) app, before your vector database retrieves anything and your LLM generates responses, your documents need to be split into chunks.

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👨‍💻 Data Tools, Libraries

precloud
An open source command line interface that runs checks on infrastructure as code to catch potential deployment issues before deploying. 

OTF
An open source alternative to terraform enterprise.

kysely
A type-safe typescript SQL query builder.

GraphGPT
Extrapolating knowledge graphs from unstructured text using GPT-3.

AI News:

🤯 SoftBank Sold Its Entire $5.8Bn Nvidia Stake to Fund OpenAI

Well, this is one way to shock investors. Tokyo-based conglomerate SoftBank has sold its roughly 32 million shares – about $5.83 billion – in U.S. chipmaker Nvidia to help fund more investments in OpenAI, aiming for $30 billion in funding. As a result, Nvidia shares dipped 1.5% in early U.S. trading today

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⚡ Meta’s AI Chief Leaves to Rethink Intelligence

Meta’s chief AI scientist Yann LeCun is reportedly leaving to start his own AI company. LeCun is in early talks with investors to fund a new AI startup. His departure follows tension inside Meta over research restrictions and layoffs at FAIR. He plans to pursue his own approach to AI, focused on his JEPA architecture

☁️ Google is Introducing Its Own Apple Private Cloud Compute Dupe

If Google’s Private AI Compute sounds similar, that’s because it is. The tech leader is rolling out a new cloud-based platform that lets users unlock advanced AI features on their devices while keeping data private… just like Apple’s Private Cloud Compute. The offering is a compromise to ship more difficult AI requests to a cloud platform offering the same degree of security as on-device processing

⭐️ ElevenLabs’ celeb AI voice licensing platform

ElevenLabs just debuted its Iconic Voice Marketplace, connecting brands with AI-replicated celebrity voices through rights-holder agreements, featuring 28 licensed options spanning actors, historical figures, athletes, and more. The platform brokers licensing deals between companies and estates or living celebrities, with ElevenLabs synthesizing the approved voice content.

💰 Meta signs $3B AI cloud agreement with Nebius

AI cloud provider Nebius has signed a $3B, five-year agreement with Meta to supply AI infrastructure. The company reported a 355% surge in quarterly revenue to $146.1M but posted a $100M loss as capital spending climbed to nearly $1B. Nebius’ market value has quadrupled this year to $27.6B, driven by demand for high-performance computing to train and deploy AI models

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AI Tutorial

How to create and edit video scenes with AI

1. Go to Flow, sign in, and click ‘+ New Project.’

2. From the mode dropdown, switch from ‘Text to Video’ to ‘Ingredients to Video.’

3. Upload your portrait photo and a background image (e.g., your workspace, office, or studio) and enter your prompt.

Sample Prompt: “Using the uploaded images, create a short teaching clip where I point at the screen and say: ‘Here’s how neural networks actually learn step by step.’ Add light background music, floating text for key points, and a fade-in transition.”

4. Once the video is ready, click ‘Edit’ and select any element or background to modify.

5. Click ‘Add to Scene’ > ‘+’ > ‘Extend’ and enter your prompt to edit the video.

6. Review the video, check transitions for smoothness, then click the download icon on the timeline to export your finished clip.

🔥Top AI tools to increase productivity: 

1. Marblism generates a fully-functional web application from a single prompt:

2. Clipwing A tool for cutting long videos into dozens of short clips

3. aiPDF is an innovative, multi-modal tool designed to work with a wide array of inputs, including ebooks, web articles, YouTube videos, podcasts.

4. podcast.ai, a podcast that is entirely generated by artificial intelligence

5. Clipwing A tool for cutting long videos into dozens of short clips

6. aiPDF is an innovative, multi-modal tool designed to work with a wide array of inputs, including ebooks, web articles, YouTube videos, podcasts.

7. Verk- Hire AI employees to add more firepower to your team, who work 24/7 to do sales, be your personal assistant, do graphic designing and more

8. Codetoflow enables you to understand the code in simple terms using a flowchart which enables you to understand the details

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

Have cool resources to share? Submit AI tool

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