Regular Expressions for Data Scientists šŸ“Š

šŸ¦¾Plus: šŸ¤– Google doubles down on AI at Cloud Next 2025

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Hey folks! Letā€™s get into Big Data and AI crazinessā€¦

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

  • šŸ¤Google Announces Agent2Agent Protocol (A2A)

  • šŸ§ The Future of Quantum Computing and Its Implications

  • šŸ› ļøGoogle Launches Firebase Studio, a Full-Stack AI App Builder

  • šŸ15 Python Libraries Every Data Engineer Needs

  • šŸ”„ Anthropic Introduces Premium Subscription Plans

  • šŸ¤– Samsungā€™s Gemini-powered Ballie home robot

  • šŸ’” AI Tutorial:Change image styles with GPT-4o

  • šŸ¤– AI Tools and Data Tools to checkout

Google has introduced the Agent2Agent (A2A) protocol, an open standard designed to make AI agents work better together, regardless of how they were built. If you're building systems where AI agents need to coordinate actions, share data, and hand off tasks, A2A provides a common language for them to do so. This moves past the problem of building isolated agents, which is crucial for more complex AI applications.

Most hearing aids have one processor. These bad boys have two. They process speech and noise separately. What does this mean? It means speech gets clearer and crisper ā€“ more than ever before. Conversations and listening become effortless. Oh, and theyā€™re so tiny, theyā€™re practically invisible. No wonder over 425,000 customers love them. 

Harnessing the vast potential of quantum computing isnā€™t a walk in the park. Researchers must coordinate efforts, manage resources, and keep projects on track as researchers push boundaries. This is where the top project management tools step in.

Google's Firebase Studio is a cloud-based development environment that brings Gemini-powered AI agents, customizable coding workspaces, and end-to-end deployment tools into the browser. It combines prototyping, coding, and deployment in a single-browser-based IDE and provides always-on AI assistance across the entire development workflow. Firebase Studio can be used to generate full apps using natural language, images, or drawings.

Python's ecosystem is still growing strong and the explosions of libraries can make one getting into data engineer a bit scared. So I sat down and thought, "If I could keep only 15 Python libraries for most of my data engineering work, which ones would I choose?" To make this more digestible, I sorted these into four categories: data ingestion, data transformation, developer tools, and data validation.

As a data scientist, you'll frequently encounter messy, unstructured text data. Before you can analyze this data, you need to clean it, extract relevant information, and transform it into a structured format. This is where regular expressions come in useful. Think of regex as a specialized mini-language for describing patterns in text.

Around $6.8 trillion dollars in value has been wiped from U.S. stocks, as Wall Street is reportedly already reacting to a new era of trade wars. But as stocks slip and inflation worries reignite, one asset class may remain uncorrelated: fine art.

Unlike equities, contemporary art has near-zero correlation to stocks. In fact, Masterworks data shows it has outpaced the S&P 500 by 32% since 1995, making it a go-to hedge for a slice of savvy investor portfolios.

Masterworksā€™ platform allows everyday investors to invest in shares of multimillion-dollar artwork offerings featuring artists like Picasso and Basquiat. With 23 exits across their 450+ offeringsā€”all profitableā€”itā€™s clear why investors are flocking to art.

šŸ‘Øā€šŸ’» Data Tools, Libraries

Apache ECharts (Website)

Apache ECharts is an open source JavaScript visualization library. It features flexible chart types, a powerful rendering engine, elegant visual design, and a healthy community.

Magika (GitHub Repo)

Magika is an AI-powered file type detection tool. It uses a custom Keras model that only weighs around 1MB to enable precise file identification within milliseconds when running on a single CPU.

AI News:

Google announced a flurry of AI news at its Google Cloud Next 2025 event, including a new agentic coding platform, next-gen AI chips, upgrades to its video, audio, and image models, a new Gemini 2.5 Flash model, and more.

The details:

  • Googleā€™s Project IDX is merging with Firebase Studio, turning it into an agentic app development platform to compete with rivals like Cursor and Replit.

  • The company also launched Ironwood, its most powerful AI chip ever, offering massive improvements in performance and efficiency over previous designs.

  • Model upgrades include editing and camera control in Veo 2, the release of Lyria for text-to-music, and improved image creation and editing in Imagen 3.

  • Google also released Gemini 2.5 Flash, a faster and cheaper version of its top model that enables customizable reasoning levels for cost optimization.

Through Squarespaceā€™s cutting-edge features that combine automation, design presets, creative guidance, and generative AI, Design Intelligence makes it easy to build a beautiful and impactful website. With just a few pieces of information, Blueprint AI generates an entire website customized based off your brandā€™s goals, name, and personality. Itā€™s AI speed, with Squarespaceā€™s 20+ years of design expertise in website building. 

Samsung and Google just announced a major partnership to launch Ballieā€”a soccer ball-sized home robot teased for years at Samsungā€™s CES eventsā€”with Gemini AI models under the hood. Ballie can roam homes autonomously on wheels, project videos on walls, control smart devices, and handle tasks through voice commands.

MIT study claims that AI models from Meta, Google, Mistral, OpenAI, and Anthropic are ā€œinconsistent and unstableā€. They are "imitators" that ā€œhallucinateā€ unpredictable responses.

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Anthropic steps up competition with OpenAI, rolls out Claudeā€™s Max with 5x - 20x more usage plus Claudeā€™s Voice Mode in response to the popularity of Claude 3.7 Sonnet.

Developers will get access to 2 models: Grok 3 and Grok 3 Mini. Grok 3 is priced at $3 per million input tokens and $15 per million output tokens. Meanwhile, Grok 3 Mini will cost $0.30 per million input tokens and $0.50 per million output tokens

The end-to-end encrypted password manager that's taking on the Big Tech companies that sell your data. Sign up for today to Proton Pass and save, store, and autofill passwords without compromising on your online security.

AI Tutorial

Change image styles with GPT-4o

  1. Go to Chatgpt and choose ā€˜GPT-4oā€™ as your model.

  2. Upload your image

  3. Use the prompt: Recreate this image with a style: [Insert style]

Some options to try:

  • Recreate this image with a style: Studio Ghibli

  • Recreate this image with a style: Pixar

  • Recreate this image with a style: Dragon Ball

  • Recreate this image with a style: Lego

  • Recreate this image with a style: Hand-knitted doll

  • Recreate this image with a style: Funko Pop

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šŸ”„Top AI tools to increase productivity: 

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

  2. pre.dev accelerates idea to development.

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

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

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

  6. Videotok - Create viral TikToks and Reels from text to Video with AI

  7. Maze Guru is a conversational AI tool for generating videos and images

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

šŸ‘€ 2046: 30 years of Neuralink.

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