Useful Links
Computer Vision
Machine Learning
- Dive into Deep Learning
- Formal Algorithms for Transformers
- Notes on NLP
- Machine Learning Systems Design
- Machine Learning University
- Machine Learning Visualizations
- Deep Dive into Transformers
EEG
General Data Sources
- Dataset Search
- Awesome Public Datasets Repo
- Kaggle
- Papers With Code Datasets
- OpenML Datasets
- UCI Datasets
Math
AI Tools
- Magic Eraser
- Image Generator
- Writer
- Picture Translator
- Autodraw
- Book Search
- Person Generator
- Font Combiner
- Image Enhancer
Visual Resources
- NASA image and video library
- NASA space-based photo search
- NASA digital tectonic activity map
- IRIS gifs
- IRIS informational resources
- GeoGateway (InSAR, GPS, seismicity)
- OpenTopography
- TopoToolbox
- USGS Slab2.0 interactive map
- Interactive 3D earthquake viewer
- NERC Centre for the Observation and Modeling of Earthquakes, Volcanoes and Tectonics webinars
Mapping Software
Python Programs
- PyKonal: travel times and ray paths
- Data visualization in Python
MATLAB Programs
Slow Earthquakes
Platforms
Learning Materials (aka plz sort me)
- Geosci.xyz
- Earth data science modules
- Teaching Computational Thinking with MATLAB
- Teaching Geoscience with MATLAB
- Working with Geoscience Data in MATLAB
- Linear Algebra via 3Blue1Brown
- Geostats lectures
- GETSI - GEodesy Tools for Societal Issues
- InTeGrate
- ADVANCEGeo
- Seismo-Live Jupyter Notebooks
- Rockmechs
- Neural Networks and Deep Learning
- Intro to Conda for Data Scientists
- Research Software Engineering with Python
- The Turing Way (best practices)
- Academia to Industry
- Introduction to Statistical Learning
Open Courseware
Student Resources
Miscellaneous
Links for Humanity
- "How to Be Polite" by Paul Ford
- "How to combat impostor syndrome" by Jen Heemstra
- "How to Protect Your Digital Privacy" by Thorin Klosowski