Time Series Analysis & Forecasting

Curriculum60 min

• Time Series Basics
• Concept | Introduction to Time Series 3 min

  Learn about time series properties and use-cases.

• Concept | Time Series Data Types and Formats 6 min

  Differentiate among univariate, multivariate, and multiple time series data, and learn how to represent them in long and wide formats.

• Concept | Time Series Components 4 min

  Learn about time series components and their use in modeling.

• Concept | Objectives of Time Series Analysis 3 min

  Learn about the objectives of time series analysis and how they inform your choice of strategies to implement.

• Time Series Analysis

  Learn about time series properties and use-cases.

• Concept | Time series analysis with interactive statistics
• Get started
• Explore the Flow
• Test for trends
• Test for autocorrelation
• Test for stationarity
• Time Series Forecasting

  Learn about time series components and their use in modeling.

• Concept | Time series forecasting
• Get started
• Design a forecasting model
• Train and deploy a forecasting model
• Evaluate a forecasting model
• Score a forecasting model
• Wrap Up
• Course Checkpoint: Time Series Analysis & Forecasting
• Tell Us What You Think: Time Series Analysis & Forecasting
• Course Complete