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Introduction

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Pandas

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numpy - Basic operations

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Downloadable docs

Basics

Installation Guide
Installation-error-solution
Jupyter Notebook
Download .ipynb file
Variable declaration and user inputs

Data structures in Python

Lists
Dictionary
Tuples
Sets and Strings

Conditional statements and looping

if-else
While loops
for loops

Concept of Functions

User defined functions
Anonymous functions
filter()
map()
reduce()

Advanced concepts

Zipping and Unzipping
List comprehension
Dictionary comprehension
Function composition

OOPS Concept

Concept of classes
Constructors
Destructors
Private variables and functions
Class variable
Operator overloading
Method overloading
Single inheritance
Multilevel inheritance
Multiple inheritance
Overriding and super()

Exceptions and errors

Pre-defined exception handling
User-defined exception handling
"finally" clause

File operations

Opening and closing files
"with" keyword
Reading files
Writing files

Packages

Introduction to Packages
re (regular expression)
json
csv
datetime
numpy

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