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Welcome to the "School of Data Science" repository of the Open Source University of AI (OSUAI). This repository is a hub for all resources related to data science, machine learning, and artificial intelligence education.

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School of Data Science Repository

Disclaimer: This repository is under construction

Welcome to the School of Data Science repository of the Open Source University of AI (OSUAI).

Mathematics

No. Category Free Resources
1. Computational Linear Algebra Linear Algebra Course
2. Essence of Linear ALgebra 3Blue1Brown
3. Probability and Statistics Khan Academy
4. Mathematics for Machine Learning Imperial College London, Coursera
5. Mathematics for Machine Learning Book
6. Linear Algebra MIT 18.06 MIT OCW
7. Linear Algebra Khan Academy Sal Khan
8. Mathematics for Machine Learning and Data Science Coursera, Deeplearning.ai
9. Math for Machine Learning Weights & Biases
10. Statistics Fundamentals Statsquest
11. The matrix calculus you need for deeplearning Paper

  1. Introduction to Python

  • Charles Babbage Episode

NumPy, Pandas and Other Handson things

No. Category Free Resource
2. Data Analysis free book Data Analysis with Python
3. Data Visualization free book Data Visualization
4. Machine Learning Stanford Machine Learning course
5. Deep Learning PART-1: Practical Deep learning for coders
6. PART-2: Practical Deep learning for coders Foundations of neural network to Stable diffusion
7. Machine Learning Systems with Tiny ML ML systems with Tiny ML

Data Science Podcasts

No. Name Free Resources
1. Linear Digression Google podcasts

Open Source Orgnizations

Organization Name Description
MDAnalysis Analysis of molecular simulations data with Python.
Jina AI Multimodal AI from the community, for everyone.
Ivy (lets-unify.ai) All of AI, at your fingertips.
Genome Assembly and Annotation Providing freely accessible genomic data.
caMicroscope Toolkit for cancer imaging research.
OpenCV ++ beneficial uses of computer vision in society.
CloudCV Building platforms for reproducible AI research.
OpenStreetMap Create and distribute free geodata for the world.
Internet Health Report Monitoring the Internet.
Machine Learning for Science (ML4SCI) Machine learning applications in science.
NumFOCUS NumFOCUS promotes open source scientific software.
Qdrant Vector Search Database for the new AI generation.
Red Hen Lab Research on Multimodal Communication.
Stratosphere Laboratory, Czech Technical University in Prague Using machine learning and security to help others.
PostgreSQL The Most Advanced Open Source Relational Database.
Mathesar Webapp providing a UX-first interface to databases.
Mayor's Office of New Urban Mechanics Exploring new approaches to civic life.
LibreHealth Healthcare for Humanity.
Open Genome Informatics Open access genomics and bioinformatics projects.
UC OSPO Amplifying Research Impact through Open Source.
Society for Arts and Technology (SAT) Create teleimmersive multisensorial experiences.
DBpedia Global and Unified Access to Knowledge Graphs.
MariaDB The fastest growing Open Source Database.
Ceph The Future of Storage.
MetaBrainz Foundation Inc Open music/book metadata, music recommendations.
Liquid Galaxy project We code immersive and interactive apps with Google Earth.
TensorFlow TensorFlow is a ML framework for everyone.
The Julia Language A fresh approach to technical computing.
mlpack A fast, flexible machine learning library.

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Welcome to the "School of Data Science" repository of the Open Source University of AI (OSUAI). This repository is a hub for all resources related to data science, machine learning, and artificial intelligence education.

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