Ontrak ONSTAK Certified-Predictive Analytics-Essentials-16Hrs
Overview
Predictive analytics use variables that can be measured and analyzed to predict likely behavior by individuals, machinery or other entities. This course covers all the essentials concepts of predictive data analysis. If you're looking for a career change or already making your way into the world of transforming data into value, this course will help you understand all of the key concepts for predictive data analysis.
Pre-Requisites
- Networking Basics
- Computer Science Fundamentals
- Telecom, electrical or other engineering background
Course Outline
- Introduction to Predictive Analytics
- How It Works?
- Decision Trees
- Response Modeling
- Applications and Data Requirements
- Attrition Modeling Examples
- Data Preparation
- Predictive Modeling Methods
- More on Decision Trees
- Other Modeling Methods
- Methods Comparison
- Management and Deployment
- Project Management
- Killer Application: Content Selection
- Case Study: Targeting Ads