All Data Science Classes

Data Science Online Certificate Program

Required classes:

  1. Introduction to Data Science
  2. 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:

  1. Introduction to Big Data
  2. 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:

  1. Introduction to Predictive Analytics
  2. Defining Business Goals for Predictive Analytics
  3. Effective Data Preparation
  4. Algorithms, Modeling Methods, Verification & Validation
  5. 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
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