Problem Solving with Advanced Analytics

Free Course

Structured approaches to problem solving

Related Nanodegree Program

Introduction to Programming

Earn a Nanodegree program certificate to accelerate your career.

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Estimated time
Approx. 2 Weeks
Skill level
Beginner
Prerequisites
See prerequisites in detail

In collaboration with

About this course

The Problem Solving with Analytics course provides students with the foundational knowledge to use data analytics to create business insights. You will learn:

To apply a useful framework to solve a business problem

To determine which analytical method to apply given the nature of the problem and available data

To use linear regression to generate business insights

Throughout this course you’ll also learn the techniques to apply your knowledge in a data analytics program called Alteryx. At the end of the course, you’ll complete a project based on the principles in the course.

This course is part of the Business Analyst Nanodegree.

Your path to career success starts here.

What you will learn

The Analytical Problem Solving Framework
- Learn a framework for structured problem solving.
- Get introduced to predictive analysis.
- See examples of a variety of business problems.
Selecting an Analytical Methodology
- Learn to select the correct analytical methodology.
- Get introduced to the Methodogy Map.
- Learn to recognize numeric vs. non-numeric outcomes.
Linear Regression
- Apply the Problem Solving Framework to a business problem.
- Learn how to use simple linear regression models.
- Use categorical variables in linear regression.

Prerequisites and requirements

No programming experience required

Interested in using data to make better business decisions

Alteryx license (provided to nanodegree students at no cost, compatible with Windows only)

See the Technology Requirements for using Udacity.

Why take this course?

Using advanced analytics is less about being a statistics wiz and more about understanding how to approach problems and knowing what tools to use. In this course you will be introduced to predictive analytics, a powerful tool to help businesses analyze data and predict future outcomes and trends. You’ll learn a scientific approach to solving problems with data, a foundational skill for anyone interested in making data driven decisions in a business context. You'll be introduced Alteryx, a data analytics tool that enables you prepare, blend, and analyze data quickly. This course is ideal for anyone who is interested in pursuing a career in business analysis, but lacks programming experience.

Learn with the best.

Patrick Nussbaumer
Instructor