HomeCoursesMastering Data Analysis with Python Pandas

4.5

Beginner

2h 25min

Updated 4 months ago

Mastering Data Analysis with Python Pandas

Gain insights into using Python Pandas for efficient data analysis and manipulation. Delve into detailed functions, parameters, and methods to elevate your data handling skills.

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Overview

Content

Reviews

There are several exercises that focus on how to use a particular function and method. The functions are covered in detail by explaining the important parameters and how to use them. By completing this course, you will be able to do data analysis and manipulation with Pandas easily and efficiently.

There are several exercises that focus on how to use a particular function and method. The functions are covered in detail by ex...Show More

WHAT YOU'LL LEARN

Hands-on experience with Python Pandas

Learn about data analysis and manipulation functions of Python Pandas

Hands-on experience with Python Pandas

Content

56 Lessons10 Quizzes9 Challenges

Course Introduction

2 Lessons

Get familiar with mastering data analysis using Python Pandas for data cleaning and insights.

Why Should You Take This Course?

What Will You Achieve by Completing This Course?

Pandas Data Structures

2 Lessons

Walk through Pandas Series and DataFrame to efficiently manage and analyze data.

Pandas Series

Pandas DataFrame

Creating a Data Frame

2 Lessons

Go hands-on with creating and reading DataFrames from files and various data structures in Pandas.

Exploring a Data Frame

6 Lessons

Grasp the fundamentals of analyzing a DataFrame's size, data types, values, and central tendency.

Filtering a Data Frame

7 Lessons

Map out the steps for effective DataFrame filtering using various methods and techniques.

String Manipulation with Pandas

8 Lessons

Follow the process of mastering string manipulation techniques in Pandas, enhancing data analysis skills.

Date Manipulation with Pandas

6 Lessons

Master the steps to manipulate and extract date and time information using Pandas.

Handling Missing Values with Pandas

6 Lessons

Learn how to use Pandas functions to effectively handle missing values in data.

Data Analysis with Pandas

8 Lessons

Get started with advanced data analysis in Pandas using groupby, pivot tables, cut, and where functions.

10.

Data Visualization with Pandas

4 Lessons

Work your way through visualizing data distributions, trends, and relationships using Pandas plots.

11.

Combining DataFrames with Pandas

3 Lessons

Grasp the fundamentals of combining DataFrames using concat and merge functions in Pandas.

Data Visualization with Seaborn for Walmart Sales Projection

Project

Premium

12.

Final Challenge and Quiz

2 Lessons

Solve problems in analyzing sales data, handling missing values, and computing average sales.

Certificate of Completion

Showcase your accomplishment by sharing your certificate of completion.

Course Author:

Soner Yildirim

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