- Course Introduction
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Course Introduction: Time Series Preparation 1 min
- Time Series Preparation
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Concept: Time Series Preparation 3 min
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Concept Summary: Time Series Preparation 3 min
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Hands-On: Visualizing Time Series Data 6 min
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Quiz: Time Series Preparation 2 min
- Resampling
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Concept: Resampling 3 min
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Concept Summary: Resampling 4 min
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Hands-On: Resampling 6 min
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Quiz: Resampling 2 min
- Interval Extraction
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Concept: Interval Extraction Pt 1 6 min
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Concept Summary: Interval Extraction Pt 1 5 min
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Concept: Interval Extraction Pt 2 10 min
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Concept Summary: Interval Extraction Pt 2 5 min
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Concept: Interval Extraction Pt 3 5 min
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Concept Summary: Interval Extraction Pt 3 5 min
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Hands-On: Interval Extraction 5 min
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Quiz: Interval Extraction 2 min
- Windowing
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Concept: Windowing Pt 1 9 min
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Concept Summary: Windowing Pt 1 7 min
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Concept: Windowing Pt 2 6 min
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Concept Summary: Windowing Pt 2 6 min
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Concept: Windowing Pt 3 3 min
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Concept Summary: Windowing Pt 3 3 min
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Hands-On: Windowing 8 min
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Quiz: Windowing 2 min
- Extrema Extraction
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Concept: Extrema Extraction 7 min
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Concept Summary: Extrema Extraction 5 min
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Hands-On: Extrema Extraction 8 min
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Quiz: Extrema Extraction 2 min
- Wrap Up
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Course Checkpoint: Time Series Preparation 5 min
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Tell Us What You Think: Time Series Preparation 1 min
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Course Complete: Time Series Preparation 1 min
Time Series Preparation
Learn how to prepare time series data with the Time Series Preparation plugin
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Time Series Preparation is a course dedicated to the preparation of time series data in advance of analytics and modeling tasks. It assumes a basic familiarity with datasets and recipes in Dataiku DSS and requires the Time Series Preparation plugin installed on the instance. In the hands-on lessons, you will work with a dataset of T-shirt orders. After resampling the data, you will investigate patterns in intervals and calculate rolling aggregations, including those around global extrema. |
Learning Objectives
At the end of this course, you will understand:
1 - Understand the various objectives of time series preparation
2 - Use each recipe in the Time Series Preparation plugin
- Resampling
- Interval Extraction
- Windowing
- Extrema Extraction
Course Properties
| Course Title | Time Series Preparation |
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Target Audience |
Anyone with a basic understanding of Dataiku DSS and desire to work with time series data |
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Access Level |
Free / included with registration |
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Estimated Time for Completion |
150 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) |
Core Designer knowledge and Time Series Basics suggested |
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Technical Prerequisite(s) |
Dataiku DSS - Version above 7.0.0 (FREE EDITION is enough); Time Series Preparation Plugin installed on the instance |
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Course Notes |
Screencasts and Hands-On lessons use Dataiku DSS 8.0 |
Begin by watching the course overview video!