Numpy Pandas in Python from Scratch (2022) – Codingprinces

Numpy Pandas in Python from Scratch (2022)

About Course

Learn how to use Python Numpy from scratch in Data processing and Data Analysis.

Categories Development

Course Curriculum

01 – Introduction

001 Introduction

00:00
002 Environment Preparing for Python

00:00
003 Python2 VS Python3

00:00
004 Understanding Data Types in Python

00:00

02 – Python Refresher

03 – Object Oriented Programming (OOP) In Python

001 Creating Simple Class

00:00
002 Overviewing Constructor

00:00
03 Learning How to creating Dunder Methods

00:00
004 Learning about Inheritance

00:00
005 Knowing What is the Encapsulation

00:00
006 Learning also about Multiple Inheritance

00:00
007 Knowing What is the Overriding

00:00
008 Learning about Decorators

00:00
009 Learning How to use Build-in Decorators

00:00

04 – Project Color Choices Game

05 – Project Hangman Game

06 – Numpy Python Library

001 1. Numpy Intro

00:00
002 2. Numpy.shape & Numpy.size

00:00
003 3. Creating Numpy nd arrays using Numpy functions

00:00
004 4. Numpy.unique( ) & Array slicing

00:00
005 5. Numpy Calculations and Operators

00:00
006 6. Numpy Aggregations

00:00
007 7. Numpy Reshape and Transposing

00:00
008 8. Numpy Comparing

00:00
009 9. Numpy Images processing

00:00

07 – Python Pandas Data Analysis & Visualization

001 Installing Jupyter Lab & Pandas

00:00
002 SQL PostgreSQL Down and install

00:00
003 Database Creation

00:00
004 Database Restore

00:00
005 Using Python Pandas Package to load PostgreSQL the Data Output file

00:00
006 Fetchmany and Fetchall

00:00
007 Querying Using Python Panadas

00:00
008 Pandas methods and functions

00:00
009 Visualizing Data

00:00
010 Pandas Data Analysis

00:00
011 Sampling Error

00:00

08 – Web Scraping & Data Analysis Using Python & SQL

Free

Course Details

Level: All Levels

Duration: 0

Enrolled:2

Last Updated:February 8, 2022