Introduction to Analytics Modeling
Analytical models are key to understanding data, generating predictions, and making business decisions. Without models it’s nearly impossible to gain insights from data. In modeling, it’s essential to understand how to choose the right data sets, algorithms, techniques and formats to solve a particular business problem.
In this course, part of the Analytics: Essential Tools and Methods MicroMasters program, you’ll gain an intuitive understanding of fundamental models and methods of analytics and practice how to implement them using common industry tools like R.
You’ll learn about analytics modeling and how to choose the right approach from among the wide range of options in your toolbox.
You will learn how to use statistical models and machine learning as well as models for:
- change detection;
- data smoothing;
- decision making.
Who should attend?
- Probability and statistics
- Basic programming proficiency
- Linear algebra
- Basic calculus
Course delivery details
This course is offered through The Georgia Institute of Technology, a partner institute of EdX.
8-10 hours per week
- Verified Track -$825
- Audit Track - Free
Certification / Credits
What you'll learn
- Fundamental analytics models and methods
- How to use analytics software, including R, to implement various types of models
- Understanding of when to apply specific analytics models
Contact this provider
edX For Business helps leading companies upskill their labor forces by making the world’s greatest educational resources available to learners across a wide variety of in-demand fields. edX For Business delivers high-quality corporate eLearning to train and engage your employees...