🔍Data Stewards vs Data Analysts

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

• 💡Debunking 6 common pgvector myths

• 🤖Deploy a private Llama 3.2 RAG API 

• 🛠️Building the Modern PostgreSQL GUI With PopSQL

• 👀 OpenAI seeks independence from Microsoft

• 📰 OpenAI partners with Hearst to integrate premium content

• 💡 AI Tutorial:Control object motion in AI videos

• 🤖 AI Tools and Data Tools to checkout

5 Top Cheat Sheets to Master Data Science

Data science encompasses statistics, machine learning, and data analysis. Navigating this expansive field is easier with handy cheat sheets. They’re not only great for technical interviews but also serve as valuable resources, offering a quick overview for beginners and aiding in reviewing key concepts.

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Data Stewards vs Data Analysts: Who’s Doing What With Your Data?

The data steward makes sure everything is stored correctly, access is controlled, and the database doesn’t become a dumpster fire. The data analyst, meanwhile, is usually the one navigating that fire, hoping to find some sort of insight before the next quarterly meeting.

Debunking 6 common pgvector myths

Pgvector is Postgres' highly popular extension for storing, indexing and querying vectors. Vectors have been a useful data type for a long time, but recently they've seen rise in popularity due to their usefulness in RAG (Retrieval Augmented Generation) architectures of AI-based applications.

Deploy a private Llama 3.2 RAG API 

Serve a private Llama 3.2 RAG API powered by vLLM. This Studio is a good example of deploying a RAG application behind a private API with LitServe. It is framework agnostic and fully customisable.

Building the Modern PostgreSQL GUI With PopSQL

For years, developers have been using PostgreSQL for all kinds of workloads, from managing simple web app data to handling complex real-time analytics. As the demand for PostgreSQL grows, so does the need for tools that support fast, collaborative, and streamlined workflows.

👨‍💻 Data Tools, Libraries

🐉 rust-gpu (GitHub Repo)

rust-gpu is a project still in an early stage that aims to make Rust a first-class language and ecosystem for GPU shaders.

manifest
The simplest backend you will find.

Tantivy
Fast full-text search engine library written in Rust.

git-backup
git-backup is a command-line tool for backing up your Git repositories to Amazon S3 or any S3-compatible storage.

AI News:

🥇 AI pioneers John Hopfield and Geoffrey Hinton win Nobel Prize in physics

Geoffrey Hinton, the "Godfather of AI," receives the 2024 Nobel Prize in Physics, reflecting his groundbreaking contributions to neural networks and AI. 

Key Points:

• Hinton shares the Nobel Prize with John Hopfield for their important work on artificial neural networks.

• In 1982, Hopfield created a network that helped computers recognize and recreate data patterns.

• Hinton created the Boltzmann machine in 1985, which helped AI classify complex data, significantly impacting AI today.

👀 OpenAI seeks independence from Microsoft

OpenAI is reportedly looking to reduce its reliance on Microsoft for compute power and has started exploring options to set up its own data servers and secure AI chips independently, according to a new report from The Information.

🛡️ Adobe’s new tool protects artists from AI misuse

Adobe is taking steps to safeguard digital artists from AI-driven content theft, misinformation, and deepfakes by rolling out its Content Authenticity initiative. Adobe introduces a beta web app for content credentials in 2025. Digital fingerprinting and watermarking ensure artwork provenance. Collaboration with industry giants enhances authenticity efforts.

📰 OpenAI partners with Hearst to integrate premium content

OpenAI has teamed up with Hearst to bring exclusive magazine and newspaper content to its AI products. Hearst's top publications will be accessible via ChatGPT, with proper attribution.

Bring Photos to Life with Hailuo's Image-to-Video Tech

Hailuo AI has launched its Image-to-Video (img2video) feature, allowing creators to animate static images. Backed by Alibaba and Tencent, it’s rapidly rising in the AI video generation space.

AI Tutorial

🎬 Control object motion in AI videos

Kling AI, one of the most popular AI video generators, now lets you add strategic movement to specific elements in AI video, providing more control in your generated clips.

Step-by-step:

1. Choose a high-quality image with different elements to animate.

2. Access Kling AI's Image-to-Video tool and upload your image.

3. Use the Motion Brush to paint areas you want to animate and set motion paths for each area to define movement direction.

4. Fine-tune with prompts, adjust settings, and generate your video.

🔥Top AI tools to increase productivity: 

1. Robopic transforms your digital photography experience, allowing you to create hyper-realistic AI photos and videos

2. MindShow is an AI-powered slide creation tool designed to elevate your presentations effortlessly.

3. Robopost is an all-in-one social media management tool designed to help freelancers, entrepreneurs, small businesses

4. Talkiemate - Connect with custom virtual characters for engaging conversations.

5. Deckee.AI is an AI website, Ethereum web3, and nft marketplace builder that helps influencers

6. Stylar is an AI-powered design partner that revolutionizes image generation

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

👀 My Precious 😳 (source)

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