rshah204/Applied-Statistical-Methods-Project-1

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Created about 5 years ago
Updated about 5 years ago

rshah204/Applied-Statistical-Methods-Project-1

rshah204

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Poisson and Chi-square distribution

Text-Analytics-20-Newsgroups-Dataset

Analysis of 20 newsgroups dataset using various classification models.

Jupyter Notebook

Data-Science-Imbalanced-Classification

Handling imbalanced classification problem for the prediction of stroke in patients via incorporating different classification algorithms and resampling strategies in Python

Jupyter Notebook

MapReduce-Implementation-in-PySpark

In this work, we will perform basic data processing task using PySpark.

Jupyter Notebook

Time-Series-Forecasting

Forecasting number of international passengers flying to USA via foreign carriers over a month using the methods of time series modeling.

SAP-Online-Knowledge-Community-Network-Analysis

Examining a network drawn from the SAP Online Knowledge Community Platform

Flixter-Community-Network-Analysis

An analysis of friendship groups and social connectedness in Flixster Community Network

Applied-Statistical-Methods-Project-2

Statistical comparison of the diﬀerences in number of words in each sentence for book vs article, and word length for book vs article

Jupyter Notebook

MapReduce-Implementation-in-Python

In this work the process of MapReduce task is mimicked. The task is to count the number of occurrences of each word in a text file.

Jupyter Notebook

Applied-Statistical-Methods-Project-4

Studying the eﬀects of technician (Factor A) and make of disk drive (Factor B) on the service time using a 2-way ANOVA model

Link-Prediction-Nasdaq-100-Network

Inferring the Nasdaq 100 Network of Correlated Social Media Chatter

Applied-Statistical-Methods-Project-3

Regression Analysis of Bordeaux Vintage Wine price as a function of its age, rainfall, previous rainfall, and temperature.