m6rie/python_analytics

Getting started with Python.

Python

This is a repository summarizing different Python courses I took and what I have learned from them.

Python basics

Data types in Python

Data type	Data
String	Sequence of character
int	Non-decimal number
float	Decimal number
complex number	A number made of a real and an imaginary number
List	Mutable list of elements
Set	List of unique elements
Tuple	Immutable list of elements
Dictionary	Key-value pair
bool	True, False
None	null value

If... elif... else

Loops

While loop

For loop

Logical operators

or

and

in

not

Functions

Classes

Data Analytics with pandas

Create and load data

Basic operations

Slicing

Filtering

Column methods (delete, rename header)

Merging dataset

Removing, filling data

Converting pandas data frames

NumPy arrays and dictionaries

Export data frames to Excel