Python Pandas with Python Tutorial

Pandas with Python Tutorial

Catalog: Python
Short name: Pandas with Python
Course start date: 2024-07-02
Paystack
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Description

Pandas is an open-source, BSD-licensed Python library providing high-performance, easy-to-use data structures and data analysis tools for the Python programming language. This Python course will get you up and running with using Python for data analysis and visualization.


The training will include the following;


Installing Jupyter

Jupyter Environment

Read data using Pandas

Series vs Data Frame

Basic Operations in Pandas

Analyze the imported data

7. Renaming Columns

Sorting

Filtering Data

Filtering Function

Read Selective Columns & Rows

Course Duration:-5h 6m

Sections

General
0 activities

Introduction to Pandas with Python
Understanding Jupiter Environment
Reading the Data Set
Series and Data Frame
Operations in Data Set
More on Panda Functions
Column Names and Operation
Removing Columns and Rows
Sorting Data Frame
Filtering Data
Filter Multiple Criteria
Selective Columns and Rows
Data Frame and Series
Axis Parameter
String Methods in Pandas
Changing the Data Types
Example of Data Type Change
Group by Functions
Functions on Series
Plotting series in Pandas
Dealing with Null Values
Uses of Index
Column in Index
Output of Data
Functions of iX Method
InPlace Parameter
Inspecting the Space
Reducing the Space
Using in Country Series
Creating Manual Data Frame
Random Sampling with Pandas
Concept of Dummy Coding
Creating Dummified Values
Duplicates in Data Frame
Functions for Date and Time
Setting with Copy Warning
Example on Copy Warning
Changing the Display Option
Formatting the Data
Tricks for Display Options
Data with Rows and Columns
Converting Data Frame
Introduction to Azure Data Lake
Merging Data Frames
Shaping a Data Frame
Filling NA Values
Importing Time Series Data
Working with Interpolate Method
Stacking and Unstacking
Stacking and Unstacking for 3 Levels
Concept of Crosstab
More on Crosstab
More Options with Crosstab
Functions of Pivot
Pivot Table Method
Example on Pivot Table
Data Frame to CSV File
Using Excel Functions
Summary on Pandas
Course Certificate
Secure Video
59
Certificate
1
Cost: 5000
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Course Duration:-5h 6m