Introduction to Pandas

Pandas Installation & Setup

Creating DataFrames

DataFrame - Attributes and Methods

Join DataFrames

Concatenate DataFrames

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Creating a Series

Series - Attributes and Methods

Combine two Series

Categorical Data

Working with Categories

Read CSV

Read Excel

Indexing

Select multiple columns

Add a new column

Delete rows/ columns

Iterate over rows and columns

Sort the data

Handle Duplicates

Clean the Data

String Operations

Date Time Operations

Remove Whitespace & special characters

Group the Data

Statistical Functions

Plotting

Learn Pandas with coding examples and exercises

Pandas is an indispensable open-source tool that enhances Python&#x27;s capabilities, making it an ideal choice for professionals across various fields who handle immense about of data. This course is meticulously designed to equip you with the skills to handle data sets with precision, from loading and reading various data formats like Excel, CSV, and JSON, to cleaning and preparing data for insightful Data Science applications.
Throughout the course, you&#x27;ll gain a solid understanding of how to analyze and manipulate data using Pandas. You&#x27;ll learn to perform essential tasks such as inserting and deleting columns in DataFrames, grouping data for analysis, and even visualizing your findings with ease. The course also covers the management of missing data, a common challenge in data analysis, ensuring you&#x27;re well-prepared to handle real-world data sets effectively.
As you progress, you&#x27;ll delve into more advanced features of Pandas, including working with categorical data, indexing, and string operations, as well as mastering date and time functionalities. To reinforce your learning, the course concludes with an online quiz to test your newfound Pandas expertise. Whether you&#x27;re a beginner or looking to refine your data manipulation skills, this course is a valuable asset on your path to becoming proficient in data analysis with Pandas.

Amit started his own venture Studyopedia in 2018, to create, publish and sell programming courses to top E-Learning companies/websites, on today's trending technologies, including Python, Data Science, Machine Learning, etc. Has left a job offer from Accenture to follow his dream of being an entrepreneur. He is also having extensive experience in creating courses (Video + Text) for engineers and working IT professionals.

Certificate Details

Python Pandas Full Course

Course Goals

Amit Diwan