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. |