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gmaps icon gmaps

Google maps for Jupyter notebooks

human-resource-analytics-and-employee-churn-prediction icon human-resource-analytics-and-employee-churn-prediction

A Data science and Analytics project with the main aim of doing some Descriptive and Exploratory Data Analysis and then applying predictive modelling for predicting why and which are the best and most experienced employees leaving prematurely?

killrweather icon killrweather

KillrWeather is a reference application (work in progress) showing how to easily integrate streaming and batch data processing with Apache Spark Streaming, Apache Cassandra, Apache Kafka and Akka for fast, streaming computations on time series data in asynchronous event-driven environments.

mapsplotlib icon mapsplotlib

Custom Python plots on a Google Maps background. A flexible matplotlib like interface to generate many types of plots on top of Google Maps.

neural-nlp icon neural-nlp

Framework for performing NLP deep learning experiments

nlp---amazon_foods_review_analysis icon nlp---amazon_foods_review_analysis

This was the final project for NLP Class(DSCI 6004) at Galvanize. This project uses Bag of Words and Macro Level Text Summary models to process data. Machine Learning models (KNN, Naive Bayes, Quadrant Discriminant Analysis, Random Forest) were used to evaluate the data. Additional performance metric used was time taken by these Machine learning models to run.

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