Hands On Data Structures And Algorithms With Python
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Hands On Data Structures And Algorithms With Python
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Author : Dr. Basant Agarwal
language : en
Publisher: Packt Publishing Ltd
Release Date : 2022-07-29
Hands On Data Structures And Algorithms With Python written by Dr. Basant Agarwal and has been published by Packt Publishing Ltd this book supported file pdf, txt, epub, kindle and other format this book has been release on 2022-07-29 with Computers categories.
Understand how implementing different data structures and algorithms intelligently can make your Python code and applications more maintainable and efficient Key Features • Explore functional and reactive implementations of traditional and advanced data structures • Apply a diverse range of algorithms in your Python code • Implement the skills you have learned to maximize the performance of your applications Book Description Choosing the right data structure is pivotal to optimizing the performance and scalability of applications. This new edition of Hands-On Data Structures and Algorithms with Python will expand your understanding of key structures, including stacks, queues, and lists, and also show you how to apply priority queues and heaps in applications. You'll learn how to analyze and compare Python algorithms, and understand which algorithms should be used for a problem based on running time and computational complexity. You will also become confident organizing your code in a manageable, consistent, and scalable way, which will boost your productivity as a Python developer. By the end of this Python book, you'll be able to manipulate the most important data structures and algorithms to more efficiently store, organize, and access data in your applications. What you will learn • Understand common data structures and algorithms using examples, diagrams, and exercises • Explore how more complex structures, such as priority queues and heaps, can benefit your code • Implement searching, sorting, and selection algorithms on number and string sequences • Become confident with key string-matching algorithms • Understand algorithmic paradigms and apply dynamic programming techniques • Use asymptotic notation to analyze algorithm performance with regard to time and space complexities • Write powerful, robust code using the latest features of Python Who this book is for This book is for developers and programmers who are interested in learning about data structures and algorithms in Python to write complex, flexible programs. Basic Python programming knowledge is expected.
Hands On Data Structures And Algorithms With Python
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Author : Dr. Basant Agarwal
language : en
Publisher: Packt Publishing Ltd
Release Date : 2018-10-31
Hands On Data Structures And Algorithms With Python written by Dr. Basant Agarwal and has been published by Packt Publishing Ltd this book supported file pdf, txt, epub, kindle and other format this book has been release on 2018-10-31 with Computers categories.
Learn to implement complex data structures and algorithms using Python Key FeaturesUnderstand the analysis and design of fundamental Python data structuresExplore advanced Python concepts such as Big O notation and dynamic programmingLearn functional and reactive implementations of traditional data structuresBook Description Data structures allow you to store and organize data efficiently. They are critical to any problem, provide a complete solution, and act like reusable code. Hands-On Data Structures and Algorithms with Python teaches you the essential Python data structures and the most common algorithms for building easy and maintainable applications. This book helps you to understand the power of linked lists, double linked lists, and circular linked lists. You will learn to create complex data structures, such as graphs, stacks, and queues. As you make your way through the chapters, you will explore the application of binary searches and binary search trees, along with learning common techniques and structures used in tasks such as preprocessing, modeling, and transforming data. In the concluding chapters, you will get to grips with organizing your code in a manageable, consistent, and extendable way. You will also study how to bubble sort, selection sort, insertion sort, and merge sort algorithms in detail. By the end of the book, you will have learned how to build components that are easy to understand, debug, and use in different applications. You will get insights into Python implementation of all the important and relevant algorithms. What you will learnUnderstand object representation, attribute binding, and data encapsulationGain a solid understanding of Python data structures using algorithmsStudy algorithms using examples with pictorial representationLearn complex algorithms through easy explanation, implementing PythonBuild sophisticated and efficient data applications in PythonUnderstand common programming algorithms used in Python data scienceWrite efficient and robust code in Python 3.7Who this book is for This book is for developers who want to learn data structures and algorithms in Python to write complex and flexible programs. Basic Python programming knowledge is expected.
Data Structures In Python
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Author : Thompson Carter
language : en
Publisher: Independently Published
Release Date : 2024-12-11
Data Structures In Python written by Thompson Carter and has been published by Independently Published this book supported file pdf, txt, epub, kindle and other format this book has been release on 2024-12-11 with Computers categories.
Unlock the power of efficient programming with Data Structures in Python: Algorithms and Data Structures Explained. Whether you're a beginner looking to learn the foundations of data structures or an experienced programmer wanting to deepen your knowledge, this book provides clear, step-by-step explanations of the core concepts and algorithms that form the backbone of computer science. Using Python as the primary language, this book breaks down complex data structures and algorithms into easy-to-understand lessons, providing practical examples and hands-on projects to help you master each concept. From arrays and lists to trees and graphs, you'll gain a comprehensive understanding of how to efficiently organize, store, and manipulate data to solve problems more effectively. Data Structures in Python covers: Understanding Data Structures: Learn about the importance of data structures and how they affect the efficiency of your code. Understand the basics of lists, tuples, sets, and dictionaries. Advanced Data Structures: Dive into more advanced structures like stacks, queues, linked lists, binary trees, heaps, and hash tables, and understand how to implement them in Python. Algorithms in Python: Get hands-on with algorithms for searching, sorting, and traversing data structures. Learn about key algorithms like quicksort, mergesort, and Dijkstra's algorithm, and see how they are implemented in Python. Time and Space Complexity: Learn the Big O notation to analyze the performance of algorithms and data structures, helping you write more efficient code. Practical Applications: See how data structures are used in real-world applications, including databases, web development, game programming, and machine learning. Python Code Examples: Each chapter includes clear, concise Python code examples to show how you can implement and work with various data structures and algorithms. Optimizing Solutions: Learn how to optimize your code to handle larger datasets efficiently and avoid common performance pitfalls. Hands-On Projects: Reinforce your learning with practical exercises and projects that challenge you to implement what you've learned and build solutions to real-world problems. Whether you are looking to improve your coding skills, prepare for technical interviews, or simply understand how data is processed in Python, this book is the perfect guide to mastering data structures and algorithms. Master data structures and algorithms in Python today. Get your copy of Data Structures in Python and start solving problems more efficiently!
Data Structures Algorithms In Python
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Author : Robert Lafore
language : en
Publisher: Addison-Wesley Professional
Release Date : 2022-09-06
Data Structures Algorithms In Python written by Robert Lafore and has been published by Addison-Wesley Professional this book supported file pdf, txt, epub, kindle and other format this book has been release on 2022-09-06 with Computers categories.
LEARN HOW TO USE DATA STRUCTURES IN WRITING HIGH PERFORMANCE PYTHON PROGRAMS AND ALGORITHMS This practical introduction to data structures and algorithms can help every programmer who wants to write more efficient software. Building on Robert Lafore's legendary Java-based guide, this book helps you understand exactly how data structures and algorithms operate. You'll learn how to efficiently apply them with the enormously popular Python language and scale your code to handle today's big data challenges. Throughout, the authors focus on real-world examples, communicate key ideas with intuitive, interactive visualizations, and limit complexity and math to what you need to improve performance. Step-by-step, they introduce arrays, sorting, stacks, queues, linked lists, recursion, binary trees, 2-3-4 trees, hash tables, spatial data structures, graphs, and more. Their code examples and illustrations are so clear, you can understand them even if you're a near-beginner, or your experience is with other procedural or object-oriented languages. Build core computer science skills that take you beyond merely “writing code” Learn how data structures make programs (and programmers) more efficient See how data organization and algorithms affect how much you can do with today's, and tomorrow's, computing resources Develop data structure implementation skills you can use in any language Choose the best data structure(s) and algorithms for each programming problem—and recognize which ones to avoid Data Structures & Algorithms in Python is packed with examples, review questions, individual and team exercises, thought experiments, and longer programming projects. It's ideal for both self-study and classroom settings, and either as a primary text or as a complement to a more formal presentation.
Data Structures And Algorithms Essentials You Always Wanted To Know
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Author : Vibrant Publishers
language : en
Publisher: Vibrant Publishers
Release Date : 2025-12-23
Data Structures And Algorithms Essentials You Always Wanted To Know written by Vibrant Publishers and has been published by Vibrant Publishers this book supported file pdf, txt, epub, kindle and other format this book has been release on 2025-12-23 with Computers categories.
· Learn how to write code that doesn’t just work—but works smarter · Understand the performance impact of data structures and algorithm choices · Master essential patterns like recursion, dynamic programming, and greedy logic · Use practical tools to solve real problems with efficient, scalable Python code You’ve mastered the basics of Python— now it’s time to think bigger. It’s time to write code that’s not just correct, but smart, efficient, and built to scale. Data Structures and Algorithms Essentials You Always Wanted to Know helps you transition from Python basics to tackling complex problems with ease. It’s your next step towards mastering the tools, patterns, and thinking needed to tackle real-world challenges—whether you're optimizing performance, preparing for interviews, or building smarter apps. From core concepts like Big O notation, lists, stacks, and queues, to advanced structures like linked lists, trees, and graphs, this book guides you through each topic with crystal-clear explanations and Python-based examples. You'll also explore powerful strategies such as recursion, greedy algorithms, and dynamic programming, learning not just how they work—but when and why to use them. This isn’t a theory-heavy textbook. It’s a practical guide, grounded in application. Each chapter includes hands-on coding tasks, quizzes, case studies, and real-world scenarios—like managing team rosters, analyzing social networks, or checking for palindromes—to help you apply what you learn in meaningful ways. You’ll learn how to: · Think algorithmically and communicate your ideas clearly · Analyze and optimize code using Big O notation · Write recursive functions that are both readable and robust · Use classic data structures and design patterns with confidence
Data Structures Algorithms In Python
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Author : Thompson Carter
language : en
Publisher: Independently Published
Release Date : 2025-07-25
Data Structures Algorithms In Python written by Thompson Carter and has been published by Independently Published this book supported file pdf, txt, epub, kindle and other format this book has been release on 2025-07-25 with Computers categories.
Crack Technical Interviews. Write Smarter Code. Solve Real Problems. If you want to become a better programmer, ace coding interviews, or simply write faster and more efficient code, mastering data structures and algorithms is non-negotiable. Data Structures & Algorithms in Python is your practical, step-by-step guide to understanding core computer science concepts-without drowning in theory. This book strips away academic complexity and shows you how to apply stacks, queues, linked lists, trees, graphs, hash maps, sorting, and recursion using clean, modern Python code. You'll not only learn how each structure works, but when and why to use it to solve real-world problems. Whether you're preparing for FAANG interviews, working on technical assessments, or improving your problem-solving skills, this hands-on guide is built to make algorithms accessible, intuitive, and actionable. ✅ What You'll Learn: How to implement core data structures in Python: lists, stacks, queues, trees, graphs, and hash maps Sorting algorithms: bubble, quicksort, merge sort, and when to use them Search techniques including binary search, BFS, and DFS Mastering recursion, backtracking, and dynamic programming Real-world problem-solving strategies and interview-style challenges How to analyze time and space complexity with Big O Notation Perfect For: Python developers aiming to level up Students preparing for technical interviews Bootcamp grads and self-taught programmers Anyone looking to master algorithms with hands-on Python examples
Introduction To Algorithms Data Structures 1
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Author : Bolakale Aremu
language : en
Publisher: Ojula Technology Innovations
Release Date : 2025-01-07
Introduction To Algorithms Data Structures 1 written by Bolakale Aremu and has been published by Ojula Technology Innovations this book supported file pdf, txt, epub, kindle and other format this book has been release on 2025-01-07 with Computers categories.
What You Will Learn & How to Get Help. The design of an efficient algorithm for the solution of the problem calls for the inclusion of appropriate data structures. In the field of computer science, data structures are used to store and organize data in a way that is easy to understand and use. They are used to organize and represent data in a way that will make it easier for computers to retrieve and analyze it. These are the fundamental building blocks that any programmer must know how to use correctly in order to build their own programs. Benefits of learning about algorithms and data structures First, they will help you become a better programmer. Another benefit is that they will make you think more logically. Furthermore, they can help you design better systems for storing and processing data. They also serve as a tool for optimization and problem-solving. As a result, the concepts of algorithms and data structures are very valuable in any field. For example, you can use them when building a web app or writing software for other devices. You can apply them to machine learning and data analytics, which are two hot areas right now. If you are a hacker, algorithms and data structures in Python are also important for you everywhere. Now, whatever your preferred learning style, I've got you covered. If you're a visual learner, you'll love my clear diagrams and illustrations throughout this book. If you're a practical learner, you'll love my hands-on lessons so that you can get practical with algorithms and data structures and learn in a hands-on way.
Data Structures And Algorithms In Python
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Author : Maxwell Rivers
language : en
Publisher: Independently Published
Release Date : 2023-08-24
Data Structures And Algorithms In Python written by Maxwell Rivers and has been published by Independently Published this book supported file pdf, txt, epub, kindle and other format this book has been release on 2023-08-24 with categories.
Are you interested in becoming a coding whiz and solving problems like a pro? "Data Structures and Algorithms in Python" is the perfect book for you! Designed especially for beginners, this book will help you understand important computer science ideas and how to use them with Python. Think of data structures as containers that hold your information. We'll show you how to use them to organize data neatly. Algorithms are like step-by-step recipes for solving problems. We'll teach you how to create efficient solutions to various challenges. Don't worry if you're new to coding or feel a bit overwhelmed - we've got you covered. We'll start with simple things like variables and loops and gradually build up to more complex concepts. Ever heard of sorting and searching? We'll show you how to sort your stuff in order and find things quickly. We'll even dive into cool topics like patterns, puzzles, and graphs! Want your code to be super-fast and smart? We'll explain how to make it run quickly and use as little memory as possible. And guess what? We'll also help you get ready for those tech interviews! We'll share tips on how to solve problems and impress interviewers. So, whether you're dreaming of acing interviews or just want to have fun with coding challenges, "Data Structures and Algorithms in Python" is here to guide you. With easy explanations, friendly examples, and hands-on practice, you'll soon be writing code like a pro. Get ready to become a coding superstar!
Data Structures And Algorithms In Python
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Author : Michael T. Goodrich
language : en
Publisher: John Wiley & Sons
Release Date : 2013-03-18
Data Structures And Algorithms In Python written by Michael T. Goodrich and has been published by John Wiley & Sons this book supported file pdf, txt, epub, kindle and other format this book has been release on 2013-03-18 with Computers categories.
Based on the authors' market leading data structures books in Java and C++, this textbook offers a comprehensive, definitive introduction to data structures in Python by respected authors. Data Structures and Algorithms in Python is the first mainstream object-oriented book available for the Python data structures course. Designed to provide a comprehensive introduction to data structures and algorithms, including their design, analysis, and implementation, the text will maintain the same general structure as Data Structures and Algorithms in Java and Data Structures and Algorithms in C++.
Data Structures And Algorithms With Python
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Author : Rafael Sanders
language : en
Publisher: Independently Published
Release Date : 2025-06-05
Data Structures And Algorithms With Python written by Rafael Sanders and has been published by Independently Published this book supported file pdf, txt, epub, kindle and other format this book has been release on 2025-06-05 with Computers categories.
Crack the Code to Smarter Problem-Solving with Python Want to write faster, smarter, and more efficient code? Data Structures and Algorithms with Python is your go-to guide to mastering the core concepts that every serious developer must know. Whether you're preparing for technical interviews or aiming to build high-performance applications, this book helps you unlock the full potential of Python. Perfect for beginners and intermediate coders, this hands-on guide takes the theory and makes it practical-teaching you how to implement, optimize, and apply algorithms and data structures to solve real-world challenges. What you'll learn: Core data structures: arrays, linked lists, stacks, queues, hash tables, trees, graphs Algorithm fundamentals: recursion, sorting, searching, and dynamic programming Big O notation and how to analyze code efficiency Step-by-step Python implementations of classic problems Real-world case studies and coding interview prep questions How to write clean, scalable, and testable code in Python Through detailed explanations and practical coding examples, you'll gain the confidence to tackle any problem and ace coding challenges. Start writing smarter code today-with Python as your toolkit and this book as your guide.