natasha's Projects
In this repository, we want to review 10 skills that are essentials to get the job in fact, this repository is a reference for you, which you can learn all of skills that you need as data scientist
Big Data Methods workshop at UCSB
A simple python client to interact with the Arable API
A comprehensive list of Deep Learning / Artificial Intelligence and Machine Learning tutorials - rapidly expanding into areas of AI/Deep Learning / Machine Vision / NLP and industry specific areas such as Climate / Energy, Automotives, Retail, Pharma, Medicine, Healthcare, Policy, Ethics and more.
π A ranked list of awesome machine learning Python libraries. Updated weekly.
Python code to create animated gif from images. Example using FEWS NET Southern Africa food security classification.
Crop type mapping of small holder farms in Ghana, and South Sudan
Materials for the CSC computing series (2017)
The Leek group guide to data sharing
Dockerfile utilizing flask to host a scikit-learn image recognition model
Code to get ugly envi txt and ascii files into R
Converts a scholarly article in PDF form to an audio MP3 using text-to-speech
Files for Build, Train, and Deploy your First Neural Network in TensorFlow
A microframework based on Werkzeug, Jinja2 and good intentions
Section website for Geography 178/258: Conceptual Modeling and Programing for the Geo-Sciences. University of California, Santa Barbara
GeoPackage Java Library
Scripts for local adaptation study of A. millefolium and H. perforatum on Deer Isle, ME.
Python module to compute the Mann-Kendall test for trend in time series data
Notebooks for playing around with datasets etc.
Predicting school rating with census income data
Jupyter/IPython Notebooks for Springer book "Python for Probability, Statistics, and Machine Learning"
Coupled Natural Human Systems at the Ridge-2-Reef Climate and Life program at UC Irvine, August 2018
Tutorial: Bayesian Statistical Analysis in Python
A simple Jekyll theme for words and pictures.
PSTAT 234: Statistical Data Science (Spring 2020)
Python implementation for calculating the Standard Precipitation Index (SPI) and Standard Precipitation Evapotranspiration Index (SPEI)