Time Series Forecasting

Online Course

Udacity
Time Series Forecasting

What is the course about?

Time Series Forecasting
The course Time Series Forecasting is an online class provided by Udacity. The skill level of the course is Intermediate. It may be possible to receive a verified certification or use the course to prepare for a degree.
The Time Series Forecasting course provides students with the foundational knowledge to build and apply time series forecasting models in a variety of business contexts. You will learn:
Course description
  • Time Series Forecasting
  • 3 weeks
  • Use models to forecast the future
  • Throughout this course you’ll also learn the techniques to apply your knowledge in a data analytics program called Alteryx.
  • This course is part of the Business Analyst Nanodegree Program.
  • Time Series Fundamentals
  • ETS Models
  • ARIMA Models
  • Analyzing and Visualizing Results
  • Learn what attributes make data a time series.
  • Get introduced to a variety of simple forecasting methods.
  • Learn about seasonality, trends, and cyclical patterns.
  • Learn how to build and use ETS models.
  • Use decomposition plots to visualize time series data.
  • Get practice building an ETS model in Alteryx.
  • Learn how to build and use ARIMA models.
  • Learn the techniques used in seasonal and non-seasonal ARIMAs.
  • Get practice building an ARIMA model in Alteryx.
  • Learn how to interpret time series model results.
  • Learn how to use holdout samples to compare forecasting models.
  • Visualize your forecasts through various plots.
  • See the Technology Requirements for using Udacity.
  • Predictive analytics has proved to be a powerful tool to help businesses analyze data and predict future outcomes and trends. Making forecasts using advanced analytics is crucial in today’s data-driven economy.
  • In this course, you’ll learn how to use advanced forecasting models to predict the future. You’ll learn this through improving your fluency in 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.

Prerequisites & Facts

Time Series Forecasting

Course Topic

Computer Science, Programming

University, College, Institution

Udacity

Course Skill Level

Intermediate

Course Language

English

Place of class

Online, self-paced (see curriculum for more information)

Degree

Certificate

Degree & Cost

Time Series Forecasting

To obtain a verified certificate from Udacity you have to finish this course or the latest version of it, if there is a new edition. The class may be free of charge, but there could be some cost to receive a verified certificate or to access the learning materials. The specifics of the course may have been changed, please consult the provider to get the latest quotes and news.
Udacity
Time Series Forecasting
provided by Udacity

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School: Udacity
Topic: Computer Science, Programming
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