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🛠️Full-Stack Data Streaming
🦾Plus: 📈“Godmother of AI” builds $1bn startup in 4 months
Hey folks! Let’s get into Big Data and AI craziness…
In today's edition:
🔍Surprises with Rust's as (and Python division)
📚10 GitHub Repositories to Master Data Science
🔍Taxonomy for Data Transformations in AI Systems
🧠 Hugging Face introduced SmolLM
💬 Salesforce announced Einstein Service Agent
📈“Godmother of AI” builds $1bn startup in 4 months
🤖 AI Tools and Data Tools to checkout
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The article discusses the challenges and potential risks of using Rust's as keyword for type casting, particularly for programmers coming from higher-level languages. It recommends using TryFrom instead of as for safer type conversions, as it allows for explicit error handling and prevents unexpected behavior when dealing with numeric types.
Learning data science through courses or YouTube videos can become monotonous as it often involves passive consumption of information. You are not getting your hands dirty, experimenting, or actually building anything.
This article introduces a taxonomy for data transformations in AI applications that is fundamental for any AI system that wants to reuse feature data in more than one model.
This blog post explores open-source JavaScript clients for Apache Kafka and discusses the trade-offs and limitations of JavaScript Kafka producers and consumers compared to stream processing technologies such as Kafka Streams or Apache Flink.
👨💻 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!
gpu.cpp
A lightweight library for portable low-level GPU computation using WebGPU.
Mazeppa
A modern supercompiler for call-by-value functional languages.
AI News:
When the “Godmother of AI” shares her vision for a new startup, it’s no wonder investors would sit up and pay attention. Fei-Fei Li, the co-director of Stanford’s Human-Centered AI Institute, became a pioneer in the field after developing an influential visual recognition database called ImageNet. Now, she’s back with a mysterious project called World Labs, which will build new models based around spatial awareness
Hugging Face introduced SmolLM, a family of high-performing small language models with 135M, 360M, and 1.7B parameters — which outperform competitors in their size categories across benchmarks.
Microsoft just announced its AI-powered Designer is out of preview and now available worldwide, bringing advanced image generation, editing, and design capabilities to users on mobile and Windows platforms.
Salesforce today announced Einstein Service Agent, an AI-powered autonomous customer service chatbot that leverages LLMs and company data to understand context, take action on issues, and provide personalized responses.
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A.I. Generated Image of the Day
👀Alien Flora!
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