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vakjha's Projects

amazon-redshift-utils icon amazon-redshift-utils

Amazon Redshift Utils contains utilities, scripts and view which are useful in a Redshift environment

apm_exercises icon apm_exercises

Exercises for the book Applied Predictive Modeling by Kuhn and Johnson (2013)

apm_kuhn icon apm_kuhn

Applied Predictive Modeling in R Tutorial by Max Kuhn

azure-machine-learning-lab icon azure-machine-learning-lab

The purpose of this lab is to introduce you to hosting machine learning models in Microsoft Azure cloud, including basic design, experimentation and development tasks.

bandits icon bandits

Python library for Multi-Armed Bandits

courses icon courses

Course materials for the Data Science Specialization: https://www.coursera.org/specialization/jhudatascience/1

fastai icon fastai

The fast.ai deep learning library, lessons, and tutorials

ichps2015_class_imbalance icon ichps2015_class_imbalance

Data and code for "Predictive Modeling on Data with Severe Class Imbalance: Applications on Electronic Health Records"

malone_opendatascicon icon malone_opendatascicon

repository for code related to the end-to-end data analysis in python workshop, from the Open Data Science Conference 2015

odsc icon odsc

ODSC West Fall 2015 Workshop (Intro Deep Learning)

odsc-pisa icon odsc-pisa

Source Material for ODSC Pre-Conference Workshop

odsc_rules icon odsc_rules

Notes and code for the workshop "Rule-Based Models for Regression and Classification”

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