Time Series Forecasting

Free Course
3 weeks duration

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.

In the Time Series Forecasting course on Udacity, you will learn the fundamentals of time series data and what attributes make it unique. You will be introduced to a variety of simple forecasting methods and gain an understanding of seasonality, trends, and cyclical patterns. The course will also cover ETS models, teaching you how to build and use them, as well as how to visualize time series data using decomposition plots. You will have the opportunity to practice building an ETS model in Alteryx. Additionally, the course will cover ARIMA models, teaching you how to build and use them for both seasonal and non-seasonal data. You will also learn techniques for analyzing and interpreting time series model results, as well as how to compare forecasting models using holdout samples. Finally, you will learn how to visualize your forecasts through various plots.

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Udacity is an online learning platform that offers a wide range of courses and programs in various fields such as technology, business, data science, and artificial intelligence. It was founded in 2012 by Sebastian Thrun, David Stavens, and Mike Sokolsky with the aim of providing accessible and affordable education to individuals worldwide. Udacity's courses are designed in collaboration with industry experts and leading companies, ensuring that the content is relevant and up-to-date. The platform offers both self-paced courses and guided programs, allowing learners to choose the learning style that suits them best. Udacity also provides career services and support, including resume reviews, interview preparation, and job placement assistance, to help learners transition into their desired careers.
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