CSE 6242: Data and Visual Analytics Course Videos

Course Introduction

Analytics Building Blocks

Data Science Buzzwords

Data Collection

SQLite

Data Cleaning

Class Project Overview

Code Back-up and Version Control

Data Integration

Data Analytics, Concepts and Tasks

Visualization 101

Fixing Common Visualization Issues

Data Visualization for Web (D3)

Scalable Computing: Hadoop

Scalable Computing: Pig

Scalable Computing: Hive

Scalable Computing: Spark

Scalable Computing: Hbase

Classification

Visualization Classification

Introduction to Clustering

Graph Analytics

Ensemble Method

Scaling up Algorithms with Virtual Memory

Text Analytics