CS 115 • Final • Introduction to Programming in Python

Object Oriented Programming

Classes and Objects

Class Attributes

__init__ and self

getattr, setattr, hasattr

Class Functions - 1

Class Functions - 2

Class Functions - 3

Magic Methods in Python - Numerical

Magic Methods in Python - Comparison

Magic Methods in Python - String

Inheritance

Opening Files

Reading from Files

Writing to Files

Example 1

Example 2

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Recursive Functions

Example 1

Example 2

Example 3

End of Topic Question 1

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Introduction

Linear Search

Binary (Bisection) Search

Amortization

Sorting

Insertion Sort

Insertion Sort - Code

Bubble Sort

Bubble Sort - Code

Selection Sort

Selection Sort - Code

Merge Sort

Merge Sort - Code

Introduction

Creating Objects - 1

Creating Objects - 2

Shape / size / dimensions

Indexing

Slicing

Mathematical Functions

Built-in Functions

unique, Boolean Indexing and where()

Example 1

Example 2

2D Arrays (Matrices) in NumPy

Matrix Addition

Matrix Multiplication

Matrix Power

Inverse / Transpose / Concatenation

Example 3

Example 4

End of Topic Question 1

End of Topic Question 2

Plots in general

Line Graph

Bar Plot

Scatter Plot

Histogram

Pie Chart

Formatting Plots - 1

Formatting Plots - 2 (Line Graphs)

Formatting Plots - 3 (Bar / Histogram / Pie)

Stacked Bar Chart

Grouped Bar Chart

Subplots

Example 1

Example 2

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End of Topic Question 2

End of Topic Question 3

Files 1

Files 2

Files 3 - Part A

Files 3 - Part B

Files 3 - Part C

Classes 1

Classes 2

Classes 3

Classes 4

Classes 5

Classes 6

Recursion 1

Recursion 2

Search and Sort Algorithms 1

Search and Sort Algorithms 2

Search and Sort Algorithms 3

Search and Sort Algorithms 4

NumPy 1

NumPy 2

NumPy 3

Plotting with Matplotlib Module 1

Plotting with Matplotlib Module 2

Classes and Inheritance

Classes and Inheritance

Classes

NumPy and Matplotlib

Searching/Sorting