Data Structures and Algorithms

Dive into a comprehensive 4.5-hour tutorial on data structures and algorithms, covering essential concepts such as time complexity, Big O notation, searching, sorting, and the traveling salesman problem. Explore object-oriented programming principles including classes, objects, inheritance, polymorphism, and encapsulation. Learn about various data structures like arrays, linked lists, stacks, queues, hash tables, and sets. Gain practical experience by implementing these concepts in Python, with dedicated sections for Python-specific implementations. Master fundamental computer science principles to enhance your problem-solving skills and improve your coding efficiency.

Syllabus

Introduction to Data Structures and Algorithms.
Time Complexity and Big O Notation - Data Structures and Algorithms.
Quadratic and Logarithmic Time Complexity - Data Structures and Algorithms.
Factorial (n!) Algorithm Complexity & Traveling Salesman Problem - Data Structures and Algorithms.
Answering Your Questions - Data Structures and Algorithms.
Classes and Objects Introduction - Data Structures and Algorithms.
Classes and Objects (Python) - Data Structures and Algorithms.
Inheritance, Polymorphism, Encapsulation - Data Structures and Algorithms.
Inheritance (Python) - Data Structures and Algorithms.
Arrays vs Linked Lists - Data Structures and Algorithms.
Introduction to Linked Lists - Data Structures and Algorithms.
Introduction to Stacks - Data Structures and Algorithms.
Introduction to Queues - Data Structures and Algorithms.
Stacks and Queues (Python) - Data Structures and Algorithms.
Hash Tables - Data Structures and Algorithms.
Introduction to Sets - Data Structures and Algorithms.
Hash Tables (Dictionaries) and Sets (Python) - Data Structures and Algorithms.