Data Manipulation with Pandas
Course
Online
Description
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Type
Course
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Methodology
Online
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Start date
Different dates available
Learn how to manage and analyze data using Pandas – the open-source library that features high-performance, easy-to-use data structures and data analysis tools for Python. This course focuses on how to read source data, before manipulating it for further analysis.
Within this course, you will learn how to:
Store data in Pandas using DataFrames so it can be later used for analysis
Read information from CSV and Excel files
Select, sort and filter data
Group and Aggregate data
Frameworks and tools covered: Python 3.6, Anaconda 5.2, Pandas 0.23, NumPy 1.15
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About this course
Basic skills with Python and Numpy are required for this course. We recommend that you complete Learn Python Programming by Making a Game and Numpy Matrices and Vectors before completing this course.
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Subjects
- Access
Course programme
Introduction 2:24
Introduction 2:24
2:24
Pandas DataFrames 12:48
Pandas DataFrames 12:48
12:48
Reading in Data 7:54
Reading in Data 7:54
7:54
Getting to Know Our Data 9:49
Getting to Know Our Data 9:49
9:49
Selecting Data 13:02
Selecting Data 13:02
13:02
Sorting Data 10:33
Sorting Data 10:33
10:33
Filtering Data 11:49
Filtering Data 11:49
11:49
Grouping Data 12:17
Grouping Data 12:17
12:17
Conclusion 1:51
Conclusion 1:51
1:51
Additional information
Data Manipulation with Pandas