Disclaimer: This repository is under construction
Welcome to the School of Data Science repository of the Open Source University of AI (OSUAI).
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 |
- Charles Babbage Episode
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 |
No. | Name | Free Resources |
---|---|---|
1. | Linear Digression | Google podcasts |
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. |