Getting Started with Modern Python
•The Course Overview
•Setting Up Your Development Environment
•Writing Your First Python Program
•Writing Your Second Python Program
•Debugging Your Second Python Program
•Printing and Formatting Strings
•Parsing Simple Strings
•Working with the Re Module
•Working with Dates
•Ensuring Data Integrity and Security
•Working with Files, and File-like Interfaces
•Working with List Comprehensions
•Filtering Data in List Comprehensions
•Some Problems with List Comprehensions
•Working with Generators
•Going to Infinity and Beyond with Itertools
•Various Concepts of Functions
•Exploring Function Decorators
•Document Code and Verify Code Correctness
•Classes, Modules – When and Why to Use Them?
•Getting Started with Object-Oriented Programming in Python 3
•Environment Setup and Installation
•Creating Objects
•Class and Instance Variables
•Allocating Memory
•Working with Constructors
•Creating Destructors
•Multiple and Multilevel Inheritance
•Hierarchical and Hybrid Inheritance
•Polymorphism – Method Overloading and Method Overriding
•Undergoing Abstraction
•Operator Overloading
•Understanding Syntax Errors and Exception
•Exception Handling
•More on Exception Handling
•Encapsulation – Private Methods and Variables
•Getter and Setter Methods
•Recursion and Recursive Function
•Python Data Structures and Algorithms
•Starting with Greedy
•Begin with Recursion
•Working with Dynamic Programming
•Using Asymptotic Analysis
•Coding Tuples, in Python Through Examples
•Programming Dicts in Python Through Examples
•Implementing Sets in Python
•Use of Pointers in Python Through Examples
•Implementing a Stack in Python
•Coding for Queues in Python
•Utilizing a Deque in Python
•Realize a Hash Table in Python
•Basic Python Coding for Trees
•Implementing Binary Trees in Python Through Examples
•Programming Priority Queues in Python
•Coding Red-Black Trees in Python with Examples
•Working with Tries (or Search Trees) with Examples
•Python Coding for Graphs
•Directed Graphs
•Undirected Graphs
•Add Neighbor Function in Vertex Class
•Get Connections Function in Vertex Class
•Get Weight Function in Vertex Class
•Other Useful Graph Methods
•Breadth-First Graph Traversal Algorithm
•Depth-First Graph Traversal Algorithm
•Shortest Path Algorithm
•Implementing Shortest Path Through Dijkstra’s Algorithm
•Minimum Spanning Tree Algorithm
•Implementing Minimum Spanning Tree Through Kruskal’s Algorithm
•Coding Maximum Flow Tree Algorithm in Python
•Introduction to Lists and for Loops
•Introduction to Functions
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