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Alistair Rogers's Projects

bigdata-2018f icon bigdata-2018f

CS 451/651 Data-Intensive Distribute Computing (Fall 2018) at the University of Waterloo

caretdocker icon caretdocker

Dockerising a Jug App containing a Caret Model (XGBOOST)

carinsurance_pricing icon carinsurance_pricing

This repository illustrates some work in using GLMs to price car insurance based on car insurance policy and claim data. It also features some systematic data exploration and the use of MonteCarlo simulation to investigate the effectiveness of the pricing policies we are using.

data-science-ipython-notebooks icon data-science-ipython-notebooks

Data science Python notebooks: Deep learning (TensorFlow, Theano, Caffe, Keras), scikit-learn, Kaggle, big data (Spark, Hadoop MapReduce, HDFS), matplotlib, pandas, NumPy, SciPy, Python essentials, AWS, and various command lines.

edge2vec icon edge2vec

Learning node representation using edge semantics

haystack-core-integrations icon haystack-core-integrations

Additional packages (components, document stores and the likes) to extend the capabilities of Haystack version 2.0 and onwards

microsoft-tdsp icon microsoft-tdsp

Repository for Microsoft Team Data Science Process containing documents and scripts

proj001_lfb icon proj001_lfb

Example training project for Guerrilla Analytics ways of working

sklearn_docker icon sklearn_docker

Dockerising a Sckit-Learn Model that accepts a pandas dataframe

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