The coursse covers the essentials of Time Series. The tutor in the course will discuss industry use cases and the way forward on how to go ahead with more advanced topics in the domain.
Time Series 101
Understand The What, Why & How of Time Series Analysis
14 Tutorials
3 Exercises
Beginner Level
100% Online
Self-paced
or
Our Alumni Work At
About this course
Contributors & Instructors
S
Srivatsan Srinivasan
What you will learn?
You will understand the Concepts of Time Series
You will learn the importance of Time Series Analysis and why it is even more critical in today's world
You will get to understand several Use Cases of Time Series and how it has been serving us
You will also be taught about the Collection and Storage of Time Series Data
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
