Time Series 101
Understand The What, Why & How of Time Series Analysis
14 Tutorials
3 Exercises
Beginner Level
100% Online
Self-paced
Our Alumni Work At
About this course
Contributors & Instructors
What you will learn?
Course Content
1. Introduction
3
1
Course Overview
Time Series - What & Why
A General Layout
Quiz
2. Components of Time Series Analysis
4
1
Data Collection
Data Analysis
Data Engineering and Storage Design
Data Modelling
Quiz
3. Time Series Forecasting
4
1
Components of Time Series Forecasting
Decomposing Time Series
Stationary Data, Trend and Seasonality
Univariate, Multivariate and Multiple Time Series
Quiz
4. Other Time Series Tasks
2
Classification and Anomaly Detection
Intervention Analysis
5. Additional Resources
1
Video Slides
