- Big Data News Weekly
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- 🤖 TinyML: Future of Machine Learning
🤖 TinyML: Future of Machine Learning
🦾Plus: 🍎Apple released iPhone AI tools for developers
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Hey folks! Let’s get into Big Data and AI craziness…
In today's edition:
🔧Building AI/ML Without In-house Resources
🌐From Knowledge Graphs to GraphRAG
🎥 Meta unveils SAM 2 for video AI
🤝 Zuck and Huang envision AI’s future
🎬 Runway releases image-to-video AI
🌟Meta launched AI Studio
💡 AI Tutorial: Bring your images to life with Motion
🤖 AI Tools and Data Tools to checkout
Data Science Skills—Their Importance Data science skills have become essential across a variety of industries, such as retail, finance, healthcare, and technology. They play an essential part in an organization’s performance by helping make better business decisions and increasing performance.
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With Outerbounds, your data scientists and AI/ML engineers can focus on pushing valuable features and capabilities, rather than worry about the management of platform infrastructure. This division of work is neatly captured by our Shared Responsibility Model.
TinyML sits at the intersection of machine learning and embedded systems. It is the application of ML algorithms on small, low-power devices, offering powerful AI capabilities like low-latency decision-making, energy efficiency, data privacy, and reduced bandwidth costs at the extreme edge of the network.
Explore Property Graphs and level up your approach to complex data analysis. Now, let's delve deeper into how we can implement these concepts in practice. We'll explore Property Graphs and their role in advancing data representation and retrieval, drawing insights from Ravi Theja’s (LlamaIndex) excellent series on Property Graphs.
Apple revealed its Apple Intelligence Foundation Model technical report, revealing architecture specifics, pre-training methods, and deployment strategies for both server and on-device AI models.
Apple revealed its Apple Intelligence Foundation Model technical report, revealing architecture specifics, pre-training methods, and deployment strategies for both server and on-device AI models.
👨💻 Data Tools, Libraries
Mem0
The memory layer for Personalized AI.
NativeLink
NativeLink is an open source high-performance build cache and remote execution server, compatible with Bazel, Buck2, Reclient, and other RBE-compatible build systems. It offers drastically faster builds, reduced test flakiness, and specialized hardware.
piku
The tiniest PaaS you've ever seen. Piku allows you to do git push deployments to your own servers.
git-spice
git-spice is a tool for stacking Git branches. It lets you manage and navigate stacks of branches, conveniently modify and rebase them, and create GitHub Pull Requests from them.
studio
The open source, local-first Webflow alternative. Design directly in your live React site and publish your changes to code.
AI News:
Apple has just released the developer betas for iOS 18.1, iPadOS 18.1, and macOS Sequoia 15.1, giving users access to the company’s first set of AI features.
Some of the Apple Intelligence features arriving with the beta include Siri with an updated design and ability to maintain context across multiple requests, new Mail features like smart reply and email summaries, natural language search in Photos, and other tweaks, according to 9to5Mac.
Apple Intelligence features:
Writing suggestions
AI summaries for emails, texts, and voicemails
Enhanced photo search
Improved Siri that actually understands you
Image and emoji generation
Object removal from photos
ChatGPT integration
Siri using personal info / acting inside apps
Meta just introduced Segment Anything Model 2 (SAM 2), an advanced AI model that can identify and track objects across video frames in real-time, marking a significant leap in video AI.
The model can segment any object in a video and create cutouts in a few clicks — with a free demo available to try here.
During a fireside chat at SIGGRAPH 2024, Meta CEO Mark Zuckerberg and NVIDIA CEO Jensen Huang spoke about their shared vision for the AI-powered future.
Both CEOs emphasized the importance of open-source AI, with Zuckerberg highlighting Llama 3.1's release as an "inflection point."
Runway just announced that Gen-3 Alpha, the startup’s popular AI text-to-video generation model, can now create high-quality videos from still images. According to Runway, image-to-video greatly improves the artistic control and consistency of video generations.
Meta launched AI Studio, a platform allowing users to create, share, and discover custom AI characters without technical skills, built on Llama 3.1.
Anyone can create their own AI designed to make you laugh, generate memes, give travel advice and so much more. Creators can also make an AI as an extension of themselves to answer common DM questions and story replies, helping them reach more people.
AI Tutorial
🎭 Bring your images to life with Motion
The Rundown: Leonardo AI’s new ‘Motion‘ feature allows users to turn static images into captivating short animations for social media, web design, digital artists, and more.
Step-by-step:
Sign up on Leonardo AI’s website (free account includes 150 daily credits).
From the main dashboard, click on "Image Generation" in the sidebar menu.
Generate an image using the prompt of your choice.
Pick your favorite image, hover on it and click the ‘Motion’ button — adjust the Motion Strength slider as desired.
Click "Generate" and check out your animated creation!
🔥Top AI tools to increase productivity:
Competitor Research keeps you ahead of the game by monitoring your rivals’ websites and social media
Undress AI offers a compelling solution for digital image transformation, driven by advanced AI
Tablepad – Connect any data source and ✨ magically generate stunning charts, transform data, and get insights with AI.
Context Data automates the process and time to deploy data platforms
Secta Labs – Reinventing Photography with authentic AI.
Clarity AI is a state-of-the-art AI Image Upscaler & Enhancer that supports upscaling from 64px to 37 megapixels
HomeStage lets you upload a picture and our AI will add furniture within seconds.
ChatMaxima is a Conversational Marketing SaaS platform that revolutionizes the way businesses connect with customers
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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