Exploratory Time Series Analysis (Coursera)

Exploratory Time Series Analysis (Coursera)
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Exploratory Time Series Analysis (Coursera)
This project focuses on the time series data analysis for beginners using python. Model building is effective only after doing proper exploratory analysis and get insight into the data set. The objectives are as follows: 1. Importing required libraries and import time-series data sets.; 2. Get basic descriptive statistics and review the summary of time-series data; 3. Get inference from the visualization graphs of time series data; 4. Check the behavior of time series data; 5. Apply transformation functions to convert non-stationary to stationary

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In this Guided Project, you will:

- Get hands-on experience for basic exploratory time series data analysis


Learn step-by-step

1- Introduction to the project and Instructor

2- Task1: Import libraries and data

3- Task2: Basic descriptive statistics

4- Task3: Data Visualization

5- Task4 : Stationarity check

6- Task5 : Apply transformation functions



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MOOC List is learner-supported. When you buy through links on our site, we may earn an affiliate commission.

Free Course

MOOC List is learner-supported. When you buy through links on our site, we may earn an affiliate commission.