Time Series Forecasting
- Offered byUDACITY
Time Series Forecasting at UDACITY Overview
Duration | 3 weeks |
Total fee | Free |
Mode of learning | Online |
Schedule type | Self paced |
Difficulty level | Intermediate |
Official Website | Explore Free Course  |
Credential | Certificate |
Time Series Forecasting at UDACITY Highlights
- Rich Learning Content
- Interactive Quizzes
- Taught by Industry Pros
- Self-Paced Learning
Time Series Forecasting at UDACITY Course details
- 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:
- The key components of time series data and forecasting models
- How to use ETS (Error, Trend, Seasonality) models to make forecasts
- How to use ARIMA (Autoregressive, Integrated, Moving Average) models to make forecasts
- Throughout this course you?ll also learn the techniques to apply your knowledge in a data analytics program called Alteryx.
Time Series Forecasting at UDACITY Curriculum
LESSON 1
Time Series Fundamentals
Learn what attributes make data a time series.
Get introduced to a variety of simple forecasting methods.
Learn about seasonality trends and cyclical patterns.
LESSON 2
ETS Models
Learn how to build and use ETS models.
Use decomposition plots to visualize time series data.
Get practice building an ETS model in Alteryx.
LESSON 3
ARIMA Models
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.
LESSON 4
Analyzing and Visualizing Results
Learn how to interpret time series model results.
Learn how to use holdout samples to compare forecasting models.
Visualize your forecasts through various plots
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