- Big Data News Weekly
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- 📊Data pipelines as declarative DAGs
📊Data pipelines as declarative DAGs
🦾Plus: 🌟 Amazon invested another $4B in Anthropic
In partnership with
Hey folks! Let’s get into Big Data and AI craziness…
In today's edition: What's Shaping the Future of Data?
🔍Detecting Anomalies in Social Media Volume Time Series
🔥FireDucks : Pandas but 100x faster
🎲Methods for random gradients
🌟 Amazon invested another $4B in Anthropic
🤖OpenAI is funding research into ‘AI morality’
👀 AI to make workweek shorter to 3.5 days, help people live longer
💡 AI Tutorial:How to turn two images into a short animated video
🤖 AI Tools and Data Tools to checkout
From cloud transformation to AI-powered enterprise service management, the transition to more flexible, adaptive service management systems is essential. AI can potentially disrupt ITSM in ways transforming how businesses manage IT services by increasing efficiency and providing exceptional user experiences. Let’s see early examples of this:
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Data pipelines are the backbone of Artificial Intelligence and analytics use cases. In modern cloud architectures, such as the lakehouse, raw data in object storage is refined and transformed in a DAG, as practitioners turn raw datasets into cleaned ones for downstream models.
How I detect anomalies in social Media volumes: A Residual-Based Approach…In this article, we’ll explore a residual-based approach for detecting anomalies in social media volume time series data, using a real-world example from Twitter.
My main background is a hedge fund professional, so I deal with finance data all the time and so far the Pandas library has been an indispensable tool in my workflow and my most used Python library. Then came along Polars (written in Rust, btw!) which shook the ground of Python ecosystem due to its speed and efficiency
Randomly generated gradients were an essential element of OpenAI’s early visual identity, designed by Ben Barry in 2017. His earliest generator randomly picked four corner colors and interpolated between them.
👨💻 Data Tools, Libraries
Korvus
Korvus is a search SDK that unifies the entire RAG pipeline in a single database query. Built on top of Postgres with bindings for Python, JavaScript, Rust and C.
fusion
A hobby OS implemented in Nim.
QuickFunctions
Compete to write the fastest function implementations!
AI News:
OpenAI has given a North Carolina University funding for a research project to build and train AI algorithms that can understand, precinct, and make human-like moral judgments and decisions in conflict-heavy situations in areas like health, law, and business.
OpenAI has awarded several professors at Duke University $1M in grant funding—spread out over three years—to complete a project (titled Research AI Morality), which studies the “making of moral AI.”
Amazon invests $4 billion more in Anthropic, making its role in AI development even stronger. Amazon has now invested a total of $8 billion in Anthropic, making AWS their main partner. The partnership will use AWS Trainium chips to help with AI, competing against Nvidia in the cloud.
Anthropic's Claude models are already used by big AWS clients like Pfizer and the European Parliament.
Jamie Dimon says AI could make it possible for people to work only 3.5 days a week and live up to 100 years old. AI will help improve work-life balance by taking over tasks and boosting productivity at JPMorgan.
A small AI-powered robot named Erbai staged an unexpected ‘kidnapping’ at a Shanghai robotics showroom, convincing 12 other larger robots to abandon their posts and leave the facility after persuading them through a natural language conversation.
Introducing, Expand Video.
This new feature allows you to transform videos into new aspect ratios by generating new areas around your input video. Expand Video has begun gradually rolling out and will soon be available to everyone.
See below for more examples and results.… x.com/i/web/status/1…
— Runway (@runwayml)
9:36 PM • Nov 22, 2024
Runway launches Expand Video, letting users transform simple clips into cinematic shots. The feature supports text prompts, guiding images, and can be used for creative zooms and reveals.
AI Tutorial
How to turn two images into a short animated video
Upload your first image as the starting keyframe in "Input Image 1" and the second image as the ending frame in "Input Image 2."
Enter a prompt to describe the action you want to animate.
Optional: Adjust settings like Random Seed, ETA, FPS, and more.
Click "Generate" to create your short animated video.
Download or share the video.
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