Python Pandas Full Course
Learn Pandas with 100+ hands_on live running coding examples and exercises
Welcome to The Complete Python Pandas Course by Studyopedia. Pandas is a powerful and easy to use open source tool built on top of the Python programming language. It is useful for data analysis and manipulation. Python with pandas is widely used in Statistics, Finance, Neuroscience, Economics, Web Analytics, Advertising, etc.
To work with data sets, clean them, and make them relevant for Data Science is what Pandas do. With that, easily load and read data sets in Excel, CSV, JSON, XML, etc. formats with Pandas and work on them. Easily clean the wrong format data, remove duplicates, and do other tasks with Pandas.
Features
Analyze Data
Manipulate Data
Columns can be inserted and deleted from DataFrame
Group the rows/ columns of a DataFrame/ Series
Plotting is possible
Read CSV/ JSON
Fix the inaccurate data
Clean the Data completely
Easy to handle the missing data in the form: NaN, NA, or NaT
Course Lessons
?? Pandas : Intro & Setup
Pandas : Introduction & Features
Pandas : Installation
?? Pandas : DataFrames
Create a DataFrame
DataFrames : Attributes Methods
Join Pandas DataFrame
Concatenate Pandas DataFrames
?? Pandas : Series
Create a Series
Series : Attributes and Methods
Combine two Pandas series
?? Pandas : Categorical
Categorical Data
Working with Categories
?? Pandas : Read CSV, Excel
Read CSV
Read Excel
?? Pandas : Indexing and Selecting
Indexing
Select multiple columns
?? Pandas : Data Manipulation
Add a new column
Delete rows/ columns
Iterate over rows and columns
Pandas : Sorting
?? Pandas : Data Cleaning
Pandas : Handle Duplicates
Pandas : Clean the Data
?? Pandas : Operations
Pandas : String Operations
Pandas : Date Time Operations
Pandas : Remove Whitespace or special characters
Pandas : Group the Data
Pandas : Statistical Functions
?? Pandas : Plotting
Pandas : Plot a DataFrame
Quiz
We have also provided an Online Quiz to polish your Pandas skills after completing the lessons.
100+ live coding examples are covered to make each lesson easier for the students
Hit the Enroll button!
Who this course is for:
Those who want to learn Pandas by doing.
Gain a deep understanding of Python Pandas
Python Libraries Beginners
Get started with Pandas
Learn all the topics in Pandas
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SKILLS YOU WILL GAIN
Learn Pandas for Data Science and Data Analysis
Practice your skills with 100+ coding exercises
Learn all the topics in Pandas
WHAT YOU WILL LEARN
Learn Pandas best practices
Learn to read CSV and Excel files with ease in Python
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