Data Science And Analysis: Make DataFrames in Pandas And Python 

Introduction

Variables

Functions

IfStatements

Introduction to Lists

Introduction To And Examples Using For Loops

Getting Familiar With While Loops

Breaking And Continuing In Loops

Making Shapes With Loops

Nested Loops And Printing A Tic-tac-toe Field

Understanding Sets and Dictionaries

An example for an inventory list

Introduction and implementation of Input and Output

Introduction to and Integrating File Input and Output

An example for a tic-tac-toe game part 1

An example of a tic-tac-toe game part 2

An example writing participant data to file

An example reading participant data from file

Doing some simple statistics with participant data from file

A first look at classes

Inheritance and classes

An example of classes using pets

An example of classes using pets - dogs

An example of classes using pets - cats

Taking the pets example further and adding humans

Introduction to importing and the random library

Another way of importing and using lists with random

Using the time Library

Introduction to the math library

Creating a user guessing game with random

Making the computer guess a random number

Blackjack game Part 1: creating and shuffling a deck

Blackjack Game Part 2: Creating the Player Class

Blackjack game Part 3: Expanding the Player Class

Blackjack game Part 4: Implementing a bet and Win

Blackjack game Part 5: Implementing the Player moves

Blackjack game

Part 6: Running the Game (Final)

Getting Started with Error Handling

Setting up Pandas

Creating a DataFrame

Sorting and Series

Expanding a Dataframe

Getting Values and dealing with NaN Values

Dropping rows and columns

Reading from CSV

Writing to CSV

Starting with an analysis

Locating data by labels

Statistical description of data

Histogram plots in pandas

Starting an analysis of all our data

Continuing an analysis of all our data