Introduction to Time Series Analysis
Learn the fundamental techniques to extract meaningful insights from time series data
12 Tutorials
2 Exercises
Intermediate Level
100% Online
Self-paced
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About this course
Contributors & Instructors
What you will learn?
Course Content
1. Time Series Analysis: An Introduction
2
Introduction to Time Series Analysis
Key Concepts in Time Series Analysis
2. The Art of Time Series Data Analysis
2
1
Analyzing Time Series Data
Visualizing and Handling Missing Data
Quiz 1
3. Statistical Tests to Check the Stationarity of Time Series Data
1
Stationarity Check of Time Series Data
4. Time Series Decomposition & Building Basic Time Series Models
4
Time Series Decomposition
Autoregressive Model
Evaluating Time Series Models
Moving Averages
5. ARMA & ARIMA Models
2
1
ARMA Model
ARIMA Model
Quiz 2
6. Course Conclusion
1
The conclusion
