December 2023

Exploring Cargo: A Comprehensive Guide to RUST’s Package Manager

Machine Learning

RUST, a systems programming language known for its focus on safety, performance, and concurrency, comes equipped with a powerful package manager called Cargo. In this article, we delve into the intricacies of Cargo, exploring its role in building, deploying, and managing dependencies in RUST projects. Through practical code examples, we will unravel the functionalities of …

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Unleashing the Power of RUST: A Guide for Data Scientists

Machine Learning

In the ever-evolving landscape of programming languages, one contender has been gaining significant attention for its unique blend of performance and safety: the RUST programming language. This article aims to delve into the intricacies of RUST, exploring its fundamentals, its utility in comparison to Python and other lower-level languages, and how data scientists can harness …

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Retrieval Augmented Generation (RAG): A Primer for Data Scientists

Machine Learning

Retrieval augmented generation (RAG) is an exciting new paradigm in natural language processing that combines the powers of neural retrieval and neural text generation. For data scientists, RAG opens up new possibilities for building AI systems that can generate high-quality, knowledge-grounded text.   In RAG, a retriever module first searches over a large corpus to …

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