Ben Postance
Risk, Data Science and Machine Learning
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2022
31
Jul
Writing Pythonic Airflow DAGs with TaskFlow API
04
Jan
Multi-tasking in Python
2021
21
Sep
How to build an advanced analytics function
20
May
Geospatial Analysis: obtaining and pre-processing OpenSource satellite data
25
Mar
A guide to clustering large datasets with mixed data-types [updated]
20
Feb
Bayesian Inference with PyMC3: pt 2 making predictions
15
Jan
Bayesian Inference with PyMC3: pt 1 posterior distributions
2020
13
Dec
Bayesian Inference by hand
21
Sep
The finCEN files: Uncovering money laundering patterns in the global banking network
01
Sep
Geospatial Analysis: Working with MODIS data
04
Aug
Portfolio Optimisation: Monte Carlo method
17
May
A deep dive on GLM's in frequency severity models
20
Feb
A guide to clustering large datasets with mixed data-types
2019
05
Sep
How to containerize a simple Rest API using Python Flask
27
Aug
Using machine learning to cleanse datasets: classifying column headers in data tables
10
Jun
An introduction to hashing functions for data mining
23
May
Hello Jekyll!
02
Mar
Earth Surface Processes and Landforms: classficiation of rare events for landslide early warning systems
30
Jan
Environmental Research Letters: agent simulation of natural hazards in complex networks
Recent Update
The finCEN files: Uncovering money laundering patterns in the global banking network
How to build an advanced analytics function
Multi-tasking in Python
Geospatial Analysis: Working with MODIS data
Geospatial Analysis: obtaining and pre-processing OpenSource satellite data
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Trending Tags
bayes theory
bayesian inference
data mining
monte carlo
classification
clustering
data cleaning
decomposition
dimension reduction
geospatial analysis