Book Image

Introduction to Algorithms

By : Cuantum Technologies LLC
Book Image

Introduction to Algorithms

By: Cuantum Technologies LLC

Overview of this book

Begin your journey into the fascinating world of algorithms with this comprehensive course. Starting with an introduction to the basics, you will learn about pseudocode and flowcharts, the fundamental tools for representing algorithms. As you progress, you'll delve into the efficiency of algorithms, understanding how to evaluate and optimize them for better performance. The course will also cover various basic algorithm types, providing a solid foundation for further exploration. You will explore specific categories of algorithms, including search and sort algorithms, which are crucial for managing and retrieving data efficiently. You will also learn about graph algorithms, which are essential for solving problems related to networks and relationships. Additionally, the course will introduce you to the data structures commonly used in algorithms. Towards the end, the focus shifts to algorithm design techniques and their real-world applications. You will discover various strategies for creating efficient and effective algorithms and see how these techniques are applied in real-world scenarios. By the end of the course, you will have a thorough understanding of algorithmic principles and be equipped with the skills to apply them in your technical career.
Table of Contents (14 chapters)
11
Conclusion
12
Where to continue?
13
Know more about us

8.5 Practice Problems

Problem 1: Arrays - Maximum Subarray Sum

Problem: Given an integer array nums, find the contiguous subarray (containing at least one number) which has the largest sum and return its sum.

Solution: We can solve this problem using Kadane's algorithm. Here is a Python code for this problem.

Problem 2: Linked Lists - Reverse a Linked List

Problem: Given the head of a singly linked list, reverse the list, and return the reversed list.

Solution: We can solve this problem by iteratively reversing the pointers of the linked list.

Problem 3: Stacks - Valid Parentheses

Problem: Given a string s containing just the characters '(', ')', '{', '}', '[' and ']', determine if the input string is valid. An input string is valid if: Open brackets must be closed by the same type of brackets, and open brackets must be closed in the correct order.

Solution: This problem can be solved by using a stack.

Problem...