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learning-log

My learning journey with helpful code gists/commands and links I find useful/ want to read up on ❤💕😁👍✌

lectures-sp19

Slides and Notebooks used in Lecture for Sp19 COGS108

libvector

python package for processing CLM column (vector) output

lsms

World-Bank-LSMS-Survey

lunchtalk-python-2017

some materials used during the lunchtalk

machine-learning-for-time-series-forecasting

mapping-tools

Visualisation tools to map crop features and environmental variables across regions

mapsapi

'sf'-Compatible Interface to Google Maps APIs

marketing-data-science

Analytics and data science business case studies to identify opportunities and inform decisions about products and features. Topics include Markov chains, A/B testing, customer segmentation, and machine learning models (logistic regression, support vector machines, and quadratic discriminant analysis).

mebioda

Course repository for Methods in Biodiversity Analysis

meta-database-engineer

All assignments, demos, and cheat sheets from the 9 courses in the "Meta Database Engineer Professional Certificate" on Coursera.

miniproject_df-vis

This project is aimed to 1) download Landsat and MODIS surface reflectance products, 2) implement an simple data fusion, 3) visualize the data fusion results, and 4) exam the statistical relationship between fused NDVI time series with ground measured biomass.

ml-coursera-python-assignments

Python assignments for the machine learning class by andrew ng on coursera with complete submission for grading capability and re-written instructions.

ml-data_mining_weeks

ml-uw-coursera

4-course machine learning specialization by University Of Washington on Coursera

ml4seas

Repository for the (mostly Python) code developed as part of the MBIE Smart Ideas project on Machine Learning for seasonal climate forecasting in New Zealand

mlclass

My main Machine Learning class

mlcourse.ai

Open Machine Learning Course

mlops-notebooks

modis-proj_time_series_analysis

Phenology of Georgia (Caucasus). Phenology is derived from NDVI (Modis satellite).

modis_restservice_qc_filter_python

Access data from the MODIS web service and perform quality filtering in Python

mongodb_pymongo_tutorial

Introduction to MongoDB and tutorial to implement in Python using PyMongo

my-isc-work

Python, netCDF4, from Scientific Computing Course

ncar-pangeo-tutorial

NCAR Pangeo Tutorial, https://ncar-pangeo-toolbox-guide.readthedocs.io

netflix-capstone-project

a Project for visualizing Netflix stocks data using python

ngp_climate

CRU Climate Data: Repo for NNAGP (or NGP) climate paper

nlp-in-python-tutorial

comparing stand up comedians using natural language processing

nm2018-python

Python introduction

nuaa

Summer lecture at NUAA - Applied GIS and GIS programming

ocphelp

Applied Xarray, netcdf data analysis, some basic pages for getting started with OCP resources