Object Oriented Programming Concepts in Python - Class, Inheritance, Polymorphism, Encapsulation

Object Oriented Programming concepts in Python. This Python Programming video series will give provide a detailed explanation of the following concepts - Object Orient Programming, Class, Object i.e. Instance of Class, Inheritance, Polymorphism - Method Overload and Method Overriding, Encapsulation - Public, Private, Protect access modifiers
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Python Programming for Data Science - • Python Programming for...
Python Programming for Data Science provides a Step-by-Step Installation Guide, Basics of Python Programming to Advanced Python Programming like Programming Structures & User Defined Functions.
The Table of Content of the 11 part video series is given below:
1) Step-by-step instructions on the installation of Anaconda.
2) Basic introduction to the World of Python.
3) Efficiently working on Jupyter Notebook and Spyder IDE
4) Data Types & Data Structures in Python
-- Variables
-- Strings
-- Numbers
-- Boolean
-- List (Create, Add, Delete elements from a list)
-- Tuple
-- Dictionary
-- Set
-- Mutable & Immutable Objects
-- Type Conversion (Casting)
-- del (Delete) objects
5) Modules and Packages in Python
-- Creating your own module
-- Importing packages
-- math, os, sys packages
-- NumPy, Pandas, Scikit-learn
-- input() function to take user keyboard input
-- print()
6) Numpy & Pandas
-- 1D, 2D, 3D, n-dimension arrays
-- Series
-- DataFrame
-- Cell, Column, and Row referencing
-- iloc and loc function
-- attributes in DataFrame
-- Adding / Dropping rows and columns
-- Reset Index
7) Data Import & Export
-- Read .csv file
-- Read Fixed Width File
-- Read Excel File
-- Import from Database
-- Pickle to save and load Python Objects
-- Export DataFrame to csv file format
8) Programming Structures (Loops & Conditional Statements)
-- if, if-else, if-elif-else
-- For loop, While loop
-- Break & Continue
9) Data Manipulations in Python
-- drop column / row
-- create derived columns
-- filter
-- sort
-- merge
-- aggregate
-- rename columns
-- reset index
10) Functions
-- in-built functions
-- user defined functions
-- anonymous lambda function
-- local and global variables
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