Application Development Data Structure, Algorithms & Databases Bundle
Hands-On Data Structures and Algorithms with Python - Second Edition
Learn to implement complex data structures and algorithms using Python
- Understand the analysis and design of fundamental Python data structures
- Explore advanced Python concepts such as Big O notation and dynamic programming
- Learn functional and reactive implementations of traditional data structures
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 learn
- Understand object representation, attribute binding, and data encapsulation
- Gain a solid understanding of Python data structures using algorithms
- Study algorithms using examples with pictorial representation
- Learn complex algorithms through easy explanation, implementing Python
- Build sophisticated and efficient data applications in Python
- Understand common programming algorithms used in Python data science
- Write efficient and robust code in Python 3.7
Who 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.
About this Bundle
Analyze and strategize your data structure and learn the fundamentals of using it within everyday programming with the Application Development Data Structure, Algorithms & Databases Bundle.
Choose Tier One of the bundle and you’ll receive five eBooks to get you started on your data structure journey. Hands-On Data Structures and Algorithms with Python - Second Edition helps you learn functional and reactive implementations of traditional data structures, as well as building sophisticated and efficient data applications in Python.
If you choose Tier Two, you’ll receive an additional five eBooks bursting with easy-to-follow guides on implementing complex data structures and algorithms. With Learn Data Structures and Algorithms with Golang, you’ll explore the wide range of classic algorithms such as recursion and hashing algorithms, and discover the pitfalls in selecting data structures and algorithms by predicting their speed and efficiency.
Opt for Tier Three and you’ll receive all 20 eBooks in this fantastic collection, providing you with a huge array of insightful titles ideal for developers at beginner and intermediate levels. This tier gives you Mastering PostgreSQL 12 - Third Edition, in which you’ll master replication and failover techniques to reduce data loss, and manage and improve the security of your server to protect your data.
With the PostgreSQL 11 Administration Cookbook, you’ll deploy best practices for planning and designing live databases, as well as adopting efficient replication and high availability techniques in PostgreSQL.
The eBooks in this bundle are available in EPUB, MOBI and PDF formats.