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21 Lessons, Get Started Building with Generative AI 🔗 https://microsoft.github.io/generative-ai-for-beginners/
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 ;)
Draw pretty maps from OpenStreetMap data! Built with osmnx +matplotlib + shapely
Offline speech recognition API for Android, iOS, Raspberry Pi and servers with Python, Java, C# and Node
Text and supporting code for Think Stats, 2nd Edition
Collection of useful data science topics along with articles, videos, and code
Jupyter notebooks from the scikit-learn video series
Gallery of OSMnx tutorials, usage examples, and feature demonstations.
USC urban data science course series in Python
Misc data visualization projects, examples, and demos: mostly Python (pandas + matplotlib) and JavaScript (leaflet).
API & Webapp to answer questions about COVID-19. Using NLP (Question Answering) and trusted data sources.
A series of Jupyter notebook to learn Google Earth Engine with Python
Collection of presentations for advanced Python topics
Urban Informatics and Visualization (UC Berkeley CP255)
Tools for the analysis of movement data
A comprehensive list of NASA Earth science data products
Lightweight plotting for geospatial analysis in PySAL
PyMove is a Python library to simplify queries and visualization of trajectories and other spatial-temporal data
🌐 Interactive Workshop on GeoAnalysis using PySpark
Source code for the paper "Growing urban bicycle networks", exploring algorithmically the limitations of urban bicycle network growth
A crash course into using Python for geospatial analysis.
BikeDNA: Bicycle Infrastructure Data & Network Assessment
Materiais e aulas da disciplina Programação e Algoritmos II
A crash course of Python taught by ESSS software devs
Content for SciPy 2024 Tutorial "Github Actions for Scientific Data Workflows."