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Manipulating Time Series Data in Python

Intermediate
4.3+
29 reviews
Updated 02/2025
In this course you'll learn the basics of working with time series data.
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PythonData Manipulation4 hours16 videos55 exercises4,700 XP62,178Statement of Accomplishment

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Course Description

In this course you'll learn the basics of manipulating time series data. Time series data are data that are indexed by a sequence of dates or times. You'll learn how to use methods built into Pandas to work with this index. You'll also learn how resample time series to change the frequency. This course will also show you how to calculate rolling and cumulative values for times series. Finally, you'll use all your new skills to build a value-weighted stock index from actual stock data.

Prerequisites

Data Manipulation with pandas
1

Working with Time Series in Pandas

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2

Basic Time Series Metrics & Resampling

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3

Window Functions: Rolling & Expanding Metrics

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4

Putting it all together: Building a value-weighted index

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Manipulating Time Series Data in Python
Course
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Don’t just take our word for it

*4.3
from 29 reviews
66%
7%
24%
3%
0%
  • Chai P.
    about 1 month

    Good tips

  • Raja S.
    5 months

    The content and delivery of the course is great and easy to understand who is new to python. The exercise are great to understand the topic more.

  • Marc A.
    6 months

    Very useful

  • Guillaume R.
    7 months

    DataCamp is the best way to learn programmation

  • shankar M.
    9 months

    very useful course

"Good tips"

Chai P.

"The content and delivery of the course is great and easy to understand who is new to python. The exercise are great to understand the topic more."

Raja S.

"Very useful"

Marc A.

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