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Course Introduction: Time Series Basics 1 min
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Introduction
Learn about time series properties and use-cases.
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Concept: Introduction to Time Series 2 min
Learn about time series properties and use-cases.
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Concept Summary: Introduction to Time Series 1 min
Learn about time series properties and use-cases.
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Quiz: Introduction to Time Series 1 min
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Data Types and Formats
Differentiate among univariate, multivariate, and multiple time series data, and learn how to represent them in long and wide formats.
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Concept: Time Series Data Types and Formats 5 min
Differentiate among univariate, multivariate, and multiple time series data, and learn how to represent them in long and wide formats.
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Concept Summary: Time Series DataTypes and Formats 3 min
Differentiate among univariate, multivariate, and multiple time series data, and learn how to represent them in long and wide formats.
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Quiz: Time Series Data Types and Formats 1 min
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Components
Learn about time series components and their use in modeling.
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Concept: Time Series Components 4 min
Learn about time series components and their use in modeling.
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Concept Summary: Time Series Components 2 min
Learn about time series components and their use in modeling.
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Quiz: Time Series Components 1 min
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Objectives
Learn about the objectives of time series analysis and how they inform your choice of strategies to implement.
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Concept: Objectives of Time Series Analysis 2 min
Learn about the objectives of time series analysis and how they inform your choice of strategies to implement.
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Concept Summary: Objectives of Time Series Analysis 2 min
Learn about the objectives of time series analysis and how they inform your choice of strategies to implement.
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Quiz: Objectives of Time Series Analysis 1 min
- Wrap Up
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Course Checkpoint: Time Series Basics
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Tell Us What You Think: Time Series Basics
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Course Complete: Time Series Basics
Time Series Basics
Learn the fundamentals of time series data.
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The Time Series Basics course covers some fundamental concepts about time series data. Completion of this course will enable you to move on to more advanced courses on time series preparation, modeling, and forecasting. This course covers some theoretical knowledge about time series data and the objectives of time series analysis. In each section of the course, we begin with video lessons that teach key concepts on time series, such as the properties and use cases, the long and wide data formats, time series decomposition, and objectives of time series analysis. |
Learning Objectives
At the end of this course, you will understand:
1 - The properties and use-cases of time series data
2 - The types and formats of time series data
3 - The components of a time series
4 - The objectives of time series analysis
Course Properties
| Course Title | Time Series Basics |
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Target Audience |
Anyone new to working with time series data |
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Access Level |
Free / included with registration |
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Estimated Time for Completion |
40 Minutes |
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Completion Criteria |
Pass all section waypoints with 65% and the course checkpoint with 80% |
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Supplemental Materials (Y/N) |
NONE |
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Knowledge Prerequisite(s) |
NONE |
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Technical Prerequisite(s) |
NONE |
Begin by watching the Course Introduction: Time Series Basics video!