Introduction to Analytics Modeling

Open Online

Course Description

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.

How You Will Benefit

  • Learn the essentials of core analytics methods and gain intuition for how and when to apply them and their data and computing requirements.

Prerequisites

Recommended

  • Probability and statistics, Linear algebra, Basic calculus
  • Basic programming proficiency

Ready To Get Started?

This Open Online course is brought to you in partnership with edX, an online learning platform. If you’re ready to register now, you will be directed to the edX website.

 

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Content

  • Classification
  • Clustering
  • Change Detection
  • Data Smoothing
  • Validation
  • Prediction
  • Optimization
  • Experimentation
  • Decision Making

Technology Requirements

Verify you meet the minimum technology requirements for this section.

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Course Info

Course ID: DL 001MM
Course Format: Online