Python NumPy and Pandas Python

NumPy and Pandas Python

Catalog: Python
Short name: NumPy and Pandas Python
Course start date: 2024-07-02
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Description

The use of excel charts and smart-art visuals will be covered in a session. Topics including images and clipart, excel charts and data tables, pie charts and line charts, bubble charts, surface charts, pyramid charts, and more will be covered in this session.

Course Duration:-5h 07m

Sections

General
0 activities

Introduction to Numpy
Importing Numpy Package and Basic Commands
Comparision Between List
Numpy on Basis of Memory and Time
Why we are using Numpy and why not List
Numpy Operations and Subsetting
2D Numpy Arrays
Subsetting Operations
Descriptive Statistics in Numpy Arrays
Array Updating
Concatenate Functions
Introduction to Pandas
Creating Dataframe from Series and Dictionary
Making Dataframe from Dictionary
Concatenate Dataframe
Joins and Pivot
Unipivot Dataframe
Dataframe Operations
Slicing
Dicing
Sorting Dataframes
Summary Statistics
Dealing with Duplicate Values
Importing Dataset
Head Tail and Unique Function
Accessing Column
Rename Variables
Dropping Variables
Descriptive Statisitcs
Group by Functions
Filtering Functions
Introduction to Jupyter Notebook
Missing Values Introduction
Imputation
Working with Different Conditions
Course Certificate
Secure Video
35
Certificate
1
Cost: 5000
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Course Duration:-5h 07m