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Algorithms and Data Structures with Python
Algorithms and Data Structures with Python

Algorithms and Data Structures with Python: A comprehensive guide to data structures & algorithms via an interactive learning experience

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Profile Icon Cuantum Technologies LLC
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$34.99
eBook Jun 2024 488 pages 1st Edition
eBook
$34.99
Arrow left icon
Profile Icon Cuantum Technologies LLC
Arrow right icon
$34.99
eBook Jun 2024 488 pages 1st Edition
eBook
$34.99
eBook
$34.99

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Key benefits

  • Comprehensive introduction to Python programming and algorithms
  • Detailed exploration of data structures and sorting/searching techniques
  • Advanced topics including graph algorithms and computational problem-solving

Description

Begin your journey with an introduction to Python and algorithms, laying the groundwork for more complex topics. You will start with the basics of Python programming, ensuring a solid foundation before diving into more advanced and sophisticated concepts. As you progress, you'll explore elementary data containers, gaining an understanding of their role in algorithm development. Midway through the course, you’ll delve into the art of sorting and searching, mastering techniques that are crucial for efficient data handling. You will then venture into hierarchical data structures, such as trees and graphs, which are essential for understanding complex data relationships. By mastering algorithmic techniques, you’ll learn how to implement solutions for a variety of computational challenges. The latter part of the course focuses on advanced topics, including network algorithms, string and pattern deciphering, and advanced computational problems. You'll apply your knowledge through practical case studies and optimizations, bridging the gap between theoretical concepts and real-world applications. This comprehensive approach ensures you are well-prepared to handle any programming challenge with confidence.

Who is this book for?

This course is designed for a diverse group of learners, including technical professionals, software developers, computer science students, and data enthusiasts. It caters to individuals who have a basic understanding of programming and are eager to deepen their knowledge of Python and algorithms. Whether you're a recent graduate, or an experienced developer looking to expand your skill set, this course is tailored to meet the needs of all types of audiences. Ideal for those aiming to strengthen their algorithmic thinking and improve their coding efficiency.

What you will learn

  • Master sorting and searching algorithms
  • Implement hierarchical data structures like trees and graphs
  • Apply advanced algorithmic techniques to solve complex problems
  • Optimize code for efficiency and performance
  • Understand and implement advanced graph algorithms
  • Translate theoretical concepts into practical, real-world solutions

Product Details

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Publication date, Length, Edition, Language, ISBN-13
Publication date : Jun 12, 2024
Length: 488 pages
Edition : 1st
Language : English
ISBN-13 : 9781836208549
Category :
Languages :
Concepts :
Tools :

What do you get with eBook?

Product feature icon Instant access to your Digital eBook purchase
Product feature icon Download this book in EPUB and PDF formats
Product feature icon DRM FREE - Read whenever, wherever and however you want
Product feature icon AI Assistant (beta) to help accelerate your learning
OR
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Payment Processing...
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Product Details

Publication date : Jun 12, 2024
Length: 488 pages
Edition : 1st
Language : English
ISBN-13 : 9781836208549
Category :
Languages :
Concepts :
Tools :

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Table of Contents

25 Chapters
Code Blocks Resource Chevron down icon Chevron up icon
Premium Customer Support Chevron down icon Chevron up icon
Who we are Chevron down icon Chevron up icon
Introduction Chevron down icon Chevron up icon
Chapter 1: Python & Algorithms: An Introduction Chevron down icon Chevron up icon
Chapter 2: Diving into Python Chevron down icon Chevron up icon
Chapter 3: Elementary Data Containers Chevron down icon Chevron up icon
Quiz Part I: Python Foundations and Basic Data Structures Chevron down icon Chevron up icon
Project 1: Basic Calculator Chevron down icon Chevron up icon
Chapter 4: The Art of Sorting Chevron down icon Chevron up icon
Chapter 5: Search Operations & Efficiency Chevron down icon Chevron up icon
Chapter 6: Trees and Graphs: Hierarchical Data Structures Chevron down icon Chevron up icon
Quiz Part II: Sorting, Searching, and Hierarchical Structures Chevron down icon Chevron up icon
Project 2: Contact Book Application Chevron down icon Chevron up icon
Chapter 7: Mastering Algorithmic Techniques Chevron down icon Chevron up icon
Chapter 8: Networks and Paths: Advanced Graph Algorithms Chevron down icon Chevron up icon
Quiz Part III: Advanced Algorithmic Techniques and Network Structures Chevron down icon Chevron up icon
Project 3: Map-based Routing Application Chevron down icon Chevron up icon
Chapter 9: Deciphering Strings and Patterns Chevron down icon Chevron up icon
Chapter 10: Venturing into Advanced Computational Problems Chevron down icon Chevron up icon
Chapter 11: From Theory to Practice. Case Studies & Optimizations Chevron down icon Chevron up icon
Quiz Part IV: String Manipulation, Advanced Concepts, and Practical Applications Chevron down icon Chevron up icon
Project 4: Plagiarism Detection System Chevron down icon Chevron up icon
Conclusion Chevron down icon Chevron up icon
Know more about us Chevron down icon Chevron up icon
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