Pandas for Data Analysis

——   Created by Kelvin Fosu

Pandas for AnyBody

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Course
13
Lessons
1h 22m
Lesson time
beginner
Skill level
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More about this course

This course is an introductory course to help learners to understand some methods used in Exploratory Data Analysis-EDA using Pandas. This course is intended for absolute beginners and the course assumes that learners are comfortable coding in Jupyter notebook and have already installed the necessary IDE's for programming in Python.

In this century of big data, it is considered a plus if an individual knows how to manipulate data and clean, and come out with a story about the data and how you can get business insights from such data to improve business.

Pandas is a library popular for data manipulation and data analysis including numerical-tabular data.

You'll learn to use some basic methods to exploring a COVID19 dataset downloaded from the World Health Organization's website.

You will learn to use methods to describe your data, methods to insert new columns into your dataset, methods to identify dulplicated values, methods to drop columns in the dataset, you will learn to do some mathematical computations on columns values such as sum or multiplying values of different columns to create or insert a new column and find null values.

The methods learned in this beginner course can serve as a foundation for which you'll use for any other data analysis projects

It should be noted that the data visualization aspect of the course will be added to the course once they are being edited.

13 Lessons

Downloads & Installation
0:13:25
Download Installation of Software
0:04:37
Pandas Introduction
Pandas Basics
0:07:58
Pandas Series
0:08:58
Pandas Data Frame
Pandas Profilling
0:09:48
Pandas Profiling
Pandas Datatypes || Index || Values || Columns Methods
0:08:20
Exercise 1
Pandas Unique|| Descibe|| Shape|| Info Methods
0:08:19
Exercise 2
Pandas || MIn || Max || Std Methods
0:01:54
Exercise-3
Pandas Comparison Operator Method 1
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Class benefits

  • Certificate of Completion
  • 14 day free trial
  • 24/7 streaming access
  • Teacher Q&A
  • 1h 22m of on-demand video
  • 1 peer to work with
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About the instructor

Overarching goal; People, Planet over Profit. I enjoy humanitarian activities and love to get involved in philanthropic projects. I believe that Arts, Science and Technology are the building blocks of any nation and experiential education is key in making people be what they would like to become. Education should be …

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