USC DSCI 553 - Foundations & Applications of Data Mining - Spring 2024 - Prof. Wei-Min Shen
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Updated
Sep 16, 2024 - Python
USC DSCI 553 - Foundations & Applications of Data Mining - Spring 2024 - Prof. Wei-Min Shen
Accident analysis project: modular Python application for analyzing road accident data, providing valuable insights to improve road safety.
Group project for the course BUDT737: Enterprise Cloud Computing and Big Data
Collection of Databricks and Jupyter Notebooks
This project utilizes the Spark Framework and GraphFrames library to implement the Girvan-Newman algorithm, detecting communities in social networks by analyzing user connections based on common business reviews and optimizing modularity through iterative edge removal.
Final submission. Topic: Apache Spark's Pyspark API
Predicted customer transactions using recency, frequency, spend behaviour and Social Network metrics over lifetime using MLlib
Graph analytics for telecom customer churn prediction
Hybrid Girvan Newman. Code for the "A Distributed Hybrid Community Detection Methodology for Social Networks" paper.
EECE 5645 Project: Performing community detection on Reddit Hyperlink network dataset and leverage the power of Spark and GraphFrames
hadoop (GFS)、mapreduce programming model、prestro、apache spark etc
[assignment] spark graphframes inside docker
DS104.N11 - Tính Toán Song Song & Phân Tán
Tracking project with machine learning using pyspark mllib
Graph Analytics Demo Using Spark and GraphFrames
Objectives: Using pyspark, MLlib and graphframes libraries, perform 1) classification and custering tasks using RandomF and Kmeans and 2) graph analysis tasks. This material is from UIUC MCS coursework.
DeepGraph supports a 360° view on graph technology and supports analytics, storage and visualization.
Add a description, image, and links to the graphframes topic page so that developers can more easily learn about it.
To associate your repository with the graphframes topic, visit your repo's landing page and select "manage topics."