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Notes on a New Philosophy of Empirical Science (2011)

Hacker News

In this view a theory is scientific if it can be used to build a data compression program, and it is valuable if it can compress a standard benchmark database to a small size, taking into account the length of the compressor itself. The book also considers the field of machine learning.

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Unraveling the Web: Navigating Databases in Web Technology

Towards AI

Items in your shopping carts, comments on all your posts, and changing scores in a video game are examples of information stored somewhere in a database. Which begs the question what is a database? Types of Databases: There are many different types of databases. The tables store data in the form of rows and columns.

Database 109
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OPINION: The world is changing fast. Students need data science instruction ASAP

Flipboard

Artificial intelligence, machine learning, neural nets, blockchain, ChatGPT. Netflix machine-learning algorithms, for example, leverage rich user data not just to recommend movies, but to decide which new films to make. A blockchain is in essence a large database, decentralized among many users.

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10 Graphs That Sum Up the State of AI in 2023

Flipboard

And of all machine learning systems, language models are sucking up the most computing resources. This split has steadily grown since 2011, when the percentages were nearly equal. Industry is also the place for new machine learning models With greater numbers of Ph.D.’s,

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What Is a Transformer Model?

Hacker News

They’re driving a wave of advances in machine learning some have dubbed transformer AI. By finding patterns between elements mathematically, transformers eliminate that need, making available the trillions of images and petabytes of text data on the web and in corporate databases. A Moment for Machine Learning.

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What Is Retrieval-Augmented Generation?

Hacker News

Patrick Lewis “We definitely would have put more thought into the name had we known our work would become so widespread,” Lewis said in an interview from Singapore, where he was sharing his ideas with a regional conference of database developers. “We Retrieval-augmented generation combines LLMs with embedding models and vector databases.

Database 181
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Big Data – Lambda or Kappa Architecture?

Data Science Blog

Lambda – Architecture Introduced in 2011 during the peak of Big Data’s prominence, the Lambda architecture remains a significant presence in the field. For existing event sources, listeners are utilized to stream writes directly from database logs or similar data stores.

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