Data Analytics Certificate
Coming Fall 2016
Arkansas residents
$999
Out-of-state residents
$1,499
Introductory price per state-funded certificate
Cost does not include textbook
Topics
- Regression Analysis and linear modeling
- Introduction to R and Python
- Data analysis
- Simple linear regression
- Multivariate Regression
- Regression Diagnostics
- Application
- Data Mining and Big Data
- Introduction to Big Data and platforms
- Hive
- Spark
- Hadoop
- Data Mining Industry Standard
- Data Preparation
- Data Exploration
- Descriptive Modeling
- Predictive Modeling
- Association Analysis
- Data Mining Tools and Applications
- Introduction to Big Data and platforms
- Visual Analytics
- Introduction to visualization
- Exploratory data Analysis
- Visualization platforms and tools
- One feature visualization
- Multiple feature visualization
- Dealing with cluttered information
- Presenting Analytics results.
- Visual Analytics tools
- Tableau
- ID3
- Introduction to visualization