Home > Time Series Analysis > Characteristics of time series data

Module: Time Series Analysis

Topic: Characteristics of time series data

1. Lesson: Trend
2. Lesson: Seasonality
3. Lesson: Cyclic
4. Lesson: Random

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Lesson 1

Trend

Self Learning Duration

30 mins

Lecture Duration

20 mins

Self learning content

https://www.kaggle.com/timniven/linear-regression-tutorial

Lecture content

Explanation of Trend in a time series with example.

Lab and tutorials

None

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Lesson 2

Seasonality

Self Learning Duration

30 mins

Lecture Duration

15 mins

Self learning content

Lecture content

Explanation of Seasonality in a time series with example.

Lab and tutorials

None

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Lesson 3

Cyclic

Self Learning Duration

30 mins

Lecture Duration

30 mins

Self learning content

Lecture content

Explanation of Cyclic variation in a time series with example

Lab and tutorials

None

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Lesson 4

Random

Self Learning Duration

30 mins

Lecture Duration

60 mins

Self learning content

Lecture content

Explanation of Randomness in a time series with example

Lab and tutorials

None

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