Section 1 : Introduction
1
Introduction to Python

  Section 2 : Basic of Programming
2
Variables Preview
3
Functions
4
ifStatements

  Section 3 : Lists
5
Introduction to Lists

  Section 4 : Loops
6
Introduction to and Examples using For Loops Preview
7
Getting Familiar with While Loops
8
Breaking and Continuing In Loops
9
Making Shapes with Loops
10
Nest Loops and Printing and Tic-Tac-Toe Field

  Section 5 : Sets and Dictionaries
11
Understanding Sets and Dictionaries Preview
12
An Example for an Inventory List

  Section 6 : Input and Output
13
Introduction And Implementation Of Input And Output
14
Introduction To And Integrating File Input And Output-4 Preview
15
An Example For A Tic-tac-toe Game Part 1
16
An Example For A Tic-tac-toe Game Part 2
17
An Example Writing Participant Data To File
18
An Example Reading Participant Data From File
19
Doing Some Simple Statistics With Participant Data From File

  Section 7 : Classes
20
A First Look at Classes Preview
21
Inheritance and Classes
22
An Example Of Classes Using Pets
23
An Example Of Classes Using Pets - Dogs
24
An Example Of Classes Using Pets - Cats
25
Taking The Pets Example Further And Adding Humans

  Section 8 : Importing
26
Introduction To Importing and The Random Library
27
Another Way Of Importing and Using Lists with Random
28
Using The Time Library
29
Introduction to the Math Library
30
Creating A User Guessing Game with Random
31
Making the computer Guess a Random Number

  Section 9 : Project - BlackJack Game
32
Blackjack Game Part 1: Creating And Shuffling a Deck Preview
33
Blackjack Game Part 2: Creating the Player Class
34
Blackjack Game Part 3: Expanding the Player Class
35
Blackjack Game Part 4: Implementing a Bet and Win
36
Blackjack Game Part 5: Implementing The Player Moves
37
Blackjack Game Part 6: Running the Game

  Section 10 : Error Handling
38
Getting Started with Error Handling

  Section 11 : Matplotlib
39
Intro to Matplotlib

  Section 12 : Basics
40
Introduction, Setup, And Installation
41
Creating our First Scatter Plot
42
Line Plots

  Section 13 : Graph Customization
43
Labels Title and a Legend Preview
44
Changing the Axis Ticks
45
Adding text into our Graph
46
Changing Figure Size and Saving the Figure
47
Changing the Axis Scales

  Section 14 : More Advanced Plots
48
Creating Histograms
49
Creating Histograms (Contd)
50
Changing Histogram Types
51
Bar Plots
52
Stack Plots
53
Pie Charts
54
Box and Whisker Plots

  Section 15 : Finance Graphs
55
Creating Figures and Subplots Preview
56
Getting and Parsing CSV Data for Plotting
57
Creating a Candlestick Plot
58
Setting Dates for our Candlestick Plot
59
Reading Data directly from Yahoo
60
Customizing our OHLC Graph

  Section 16 : Advanced Graph Customization
61
Adding Grids
62
Taking a closer Look at Tick Labels
63
Customizing Grid Lines
64
Live Graphs Preview
65
Styles and rcParameters
66
Sharing an X-axis between two plots
67
Setting Axis Spines
68
Creating multiple axes in our figure
69
Creating multiple axes in our figure (contd)
70
Plotting into the multiple axes
71
Plotting into the multiple axes (contd)

  Section 17 : 3D Plotting
72
Getting Started with 3D Plotting
73
Surface plots and Colormaps
74
Wireframes and Contour plots
75
Stacks of histograms and text for 3D plotting