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Resources for Data Centric AI

TeX 1,086 117 Updated Dec 13, 2023

LlamaIndex is a data framework for your LLM applications

Python 34,052 4,796 Updated Jul 30, 2024

🦜🔗 Build context-aware reasoning applications

Jupyter Notebook 89,975 14,228 Updated Jul 30, 2024

A natural language interface for computers

Python 51,210 4,476 Updated Jul 29, 2024

Developer-friendly, serverless vector database for AI applications. Easily add long-term memory to your LLM apps!

Python 3,755 252 Updated Jul 30, 2024

Synthetic data generation for tabular data

Python 2,236 295 Updated Jul 30, 2024

Ray is a unified framework for scaling AI and Python applications. Ray consists of a core distributed runtime and a set of AI Libraries for accelerating ML workloads.

Python 32,304 5,499 Updated Jul 30, 2024

A repository of python scripts that come in handy in automating day-to-day tasks

Jupyter Notebook 454 183 Updated May 1, 2024

An Awesome List of Open-Source Data Engineering Projects

1,856 298 Updated Jun 19, 2024

The fastai book, published as Jupyter Notebooks

Jupyter Notebook 21,286 8,254 Updated Jul 10, 2024

Solve puzzles. Learn CUDA.

Jupyter Notebook 5,453 317 Updated Jul 5, 2024
Jupyter Notebook 144 53 Updated Jan 6, 2022

Google's Engineering Practices documentation

19,874 1,947 Updated Jul 15, 2024

Interview Project

Java 3 Updated Apr 27, 2022

This repository started out as a learning in public project for myself and has now become a structured learning map for many in the community. We have 3 years under our belt covering all things Dev…

Shell 26,216 6,204 Updated Jul 7, 2024

Learn how to design, develop, deploy and iterate on production-grade ML applications.

Jupyter Notebook 36,704 5,844 Updated Jul 29, 2024

Roadmap to becoming an Artificial Intelligence Expert in 2022

JavaScript 28,812 2,440 Updated Dec 31, 2023

Mappings of problems from the book Elements of Programming Interviews (EPI) to Leetcode

369 100 Updated Jan 9, 2024
Jupyter Notebook 1 Updated Apr 26, 2021

Literature references for “Designing Data-Intensive Applications”

5,698 756 Updated Apr 29, 2024

Deequ is a library built on top of Apache Spark for defining "unit tests for data", which measure data quality in large datasets.

Scala 3,195 524 Updated Jul 29, 2024

Always know what to expect from your data.

Python 9,711 1,501 Updated Jul 30, 2024

A curated list of practical financial machine learning tools and applications.

Python 6,457 1,181 Updated Jul 30, 2024

🔬 A curated list of awesome LLMs & deep learning strategies & tools in financial market.

3,081 383 Updated Jun 10, 2024

MlFinLab helps portfolio managers and traders who want to leverage the power of machine learning by providing reproducible, interpretable, and easy to use tools.

Python 3,866 1,129 Updated Oct 2, 2023

The canonical spec for ulid

9,414 172 Updated Jul 20, 2024

An Open-Source Collection of 200+ Flash Cards to Help You Preparing Your Algorithms & Data Structures Interview 💯

5,565 563 Updated Feb 21, 2023

The MEGA interview guide, JavaSciript, Front End, Comp Sci

HTML 1,081 127 Updated Apr 29, 2023

Preparation links and resources for system design questions

8,728 2,448 Updated May 10, 2024
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