Data Science Online Certificate Program
Required classes:
- Introduction to Data Science
- Data Exploration, Analytics and Visualization
Elective classes:
- Math Review for Data Science and Analytics
- Business Intelligence and Data Warehouse
- Hadoop: Theory and Practice
- Introduction to Big Data
- Big Data Analytics
- Effective Data Preparation
- Introduction to Predictive Analytics
- Introduction to Programming with Phython
- Introduction to Python for Data Analysis
- Designing Relational Databases
- Data Modeling
- Data Management
- Java Programming
- Tools and Techniques for Machine Learning
- R Programming
- Object-Orientated Analysis and Design
- Cloud Computing Platform as a Service (PaaS)
Big Data
Required classes:
- Introduction to Big Data
- Unified Big Data Architecture
Elective classes:
- Big Data Analytics
- Big Data Tools & Applications
- Teradata: Foundation & Principles
- Effective Data Preparation
- Introduction to Data Science
- Hadoop: In Theory & Practice
Predictive Analytics
Required classes:
- Introduction to Predictive Analytics
- Defining Business Goals for Predictive Analytics
- Effective Data Preparation
- Algorithms, Modeling Methods, Verification & Validation
- Deploying & Refining Predictive Models
Elective classes:
- Sports Predictive Analytics
- Predictive HR and Workforce Analytics
- Text Analytics and Text Mining
Database Management
- Designing Relational Databases
- Data Modeling
- Data Management
Microsoft SQL Server Database
- Writing Queries Using Microsoft SQL Server
- Implementing a Microsoft SQL Server Database
- Implementing and Maintaining SQL Server Reporting Services
- Implementing and Maintaining SQL Server Integration Services
