Introduction to Algorithms
eBook - ePub

Introduction to Algorithms

A Comprehensive Guide for Beginners: Unlocking Computational Thinking

  1. 294 pages
  2. English
  3. ePUB (mobile friendly)
  4. Available on iOS & Android
eBook - ePub

Introduction to Algorithms

A Comprehensive Guide for Beginners: Unlocking Computational Thinking

About this book

Discover the fundamentals and advanced concepts of algorithms with this comprehensive course. Learn about efficiency, types, design techniques, and real-world applications, and enhance your algorithmic knowledge.

Key Features

  • Basics to advanced algorithm design and applications, along with real-world applications
  • Engaging exercises & case studies from the latest industry trends & practices for reinforcement
  • Clear, step-by-step instructions for complex and advanced topics

Book Description

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.

What you will learn

  • Understand the basics of algorithms and their significance
  • Evaluate the efficiency of different algorithms
  • Apply various types of algorithms to solve complex problems
  • Utilize graph algorithms for network-related issues
  • Implement appropriate data structures for algorithm optimization
  • Design efficient algorithms for real-world applications

Who this book is for

This course is designed for a wide range of learners, including technical professionals looking to enhance their algorithmic knowledge, computer science students seeking a deeper understanding of algorithm principles, and software developers aiming to improve their coding efficiency. Additionally, it is suitable for data scientists and analysts who need to apply algorithms to data management and analysis tasks, educators looking for comprehensive teaching material on algorithms, and hobbyists interested in expanding their technical skill set.

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Yes, you can access Introduction to Algorithms by Cuantum Technologies LLC in PDF and/or ePUB format, as well as other popular books in Computer Science & Programming Algorithms. We have over one million books available in our catalogue for you to explore.

Table of contents

  1. Code Blocks Resource
  2. Who we are
  3. Introduction
  4. Preface
  5. Chapter 1: Introduction to Algorithms
  6. Chapter 2: Pseudocode and Flowcharts
  7. Chapter 3: Algorithm Efficiency
  8. Chapter 4: Basic Algorithm Types
  9. Chapter 5: Search Algorithms
  10. Chapter 6: Sort Algorithms
  11. Chapter 7: Graph Algorithms
  12. Chapter 8: Data Structures Used in Algorithms
  13. Chapter 9: Algorithm Design Techniques
  14. Chapter 10: Real World Applications of Algorithms
  15. Conclusion
  16. Where to continue?
  17. Know more about us