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20-python-projects

40-algorithms-every-programmer-should-know

40 Algorithms Every Programmer Should Know, published by Packt

amazon-dynamodb-local-samples

This is a sample Java project that demonstrates how to use DynamoDB Local for local development and testing

chroma

the AI-native open-source embedding database

complete-machine-learning-

This repository contains everything you need to become proficient in Machine Learning

cs-video-courses

List of Computer Science courses with video lectures.

cubes

Light-weight Python OLAP framework for multi-dimensional data analysis

daedalos

Desktop environment in the browser.

data-science-for-beginners

10 Weeks, 20 Lessons, Data Science for All!

dataviz

A book covering the fundamentals of data visualization

generative-ai-for-beginners

18 Lessons, Get Started Building with Generative AI 🔗 https://microsoft.github.io/generative-ai-for-beginners/

imbalanced-regression

[ICML 2021, Long Talk] Delving into Deep Imbalanced Regression

llm-course

Course to get into Large Language Models (LLMs) with roadmaps and Colab notebooks.

milvus

A cloud-native vector database, storage for next generation AI applications

ml-for-beginners

12 weeks, 24 lessons, classic Machine Learning for all

mlbook

Repository for the free online book Machine Learning from Scratch (link below!)

mlbookcamp-code

The code from the Machine Learning Bookcamp book and a free course based on the book

modelling-the-logistic-regression

probabilistic-programming-and-bayesian-methods-for-hackers

aka "Bayesian Methods for Hackers": An introduction to Bayesian methods + probabilistic programming with a computation/understanding-first, mathematics-second point of view. All in pure Python ;)

pyprobml

Python code for "Machine learning: a probabilistic perspective" (2nd edition)

pythondatasciencehandbook

Python Data Science Handbook: full text in Jupyter Notebooks

qdrant

Qdrant - High-performance, massive-scale Vector Database for the next generation of AI. Also available in the cloud https://cloud.qdrant.io/

weaviate

Weaviate is an open source vector database that stores both objects and vectors, allowing for combining vector search with structured filtering with the fault-tolerance and scalability of a cloud-native database, all accessible through GraphQL, REST, and various language clients.