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DVA-Homework

Solutions to homework of CSE 6242 Data & Visual Analytics at Gatech

Introduction to every topics

In every repository, there is an PDF about the specific assginment requirement. Following is the quick look of every topic.

hw1 - APIs & SQLite & D3 basic

  • Q1. Collecting and visualizing Twitter data
  • Q2. SQLite
  • Q3. D3 Warmup and Tutorial
  • Q4. OpenRefine

hw2 - Javascript & D3

  • Q1. Visualizing data with Tableau
  • Q2. Force-directed graph layout
  • Q3. Scatter plots
  • Q4. Heatmap and Select Box
  • Q5. Sankey Chart
  • Q6.Interactive visualization
  • Q7.Choropleth Map of County Data

hw3 - Hadoop & Spark & Azure & AWS

  • Q1. Analyzing a Graph with Hadoop/Java
  • Q2. Analyzing a Large Graph with Spark/Scala
  • Q3. Analyzing Large Amount of Data with Pig on AWS
  • Q4. Analyzing a Large Graph using Hadoop on Microsoft Azure
  • Q5. Regression: Automobile price prediction, using Azure ML Studio

hw4 - Machine Learning Algorithm

  • Q1. Scalable single-PC PageRank on 70M edge graph
  • Q2. Random Forest Classifier
  • Q3. Using Weka

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