Download 40 Algorithms Every Programmer Should Know: PDF Free ePUB

40 Algorithms Every Programmer Should Know: Hone your problem-solving skills by learning different algorithms and their implementation in Python image

Overview

Review

Comments

Download PDF

Learn algorithms for solving classic computer science problems with this concise guide covering everything from fundamental algorithms, such as sorting and searching, to modern algorithms used in machine learning and cryptographyKey FeaturesLearn the techniques you need to know to design algorithms for solving complex problemsBecome familiar with neural networks and deep learning techniquesExplore different types of algorithms and choose the right data structures for their optimal implementationBook DescriptionAlgorithms have always played an important role in both the science and practice of computing. Beyond traditional computing, the ability to use algorithms to solve real-world problems is an important skill that any developer or programmer must have. This book will help you not only to develop the skills to select and use an algorithm to solve real-world problems but also to understand how it works. You'll start with an introduction to algorithms and discover various algorithm design techniques, before exploring how to implement different types of algorithms, such as searching and sorting, with the help of practical examples. As you advance to a more complex set of algorithms, you'll learn about linear programming, page ranking, and graphs, and even work with machine learning algorithms, understanding the math and logic behind them. Further on, case studies such as weather prediction, tweet clustering, and movie recommendation engines will show you how to apply these algorithms optimally. Finally, you'll become well versed in techniques that enable parallel processing, giving you the ability to use these algorithms for compute-intensive tasks. By the end of this book, you'll have become adept at solving real-world computational problems by using a wide range of algorithms. What you will learnExplore existing data structures and algorithms found in Python librariesImplement graph algorithms for fraud detection using network analysisWork with machine learning algorithms to cluster similar tweets and process Twitter data in real timePredict the weather using supervised learning algorithmsUse neural networks for object detectionCreate a recommendation engine that suggests relevant movies to subscribersImplement foolproof security using symmetric and asymmetric encryption on Google Cloud Platform (GCP)Who this book is forThis book is for programmers or developers who want to understand the use of algorithms for problem-solving and writing efficient code. Whether you are a beginner looking to learn the most commonly used algorithms in a clear and concise way or an experienced programmer looking to explore cutting-edge algorithms in data science, machine learning, and cryptography, you'll find this book useful. Although Python programming experience is a must, knowledge of data science will be helpful but not necessary. Table of ContentsOverview of AlgorithmsData Structures used in AlgorithmsSorting and Searching AlgorithmsDesigning AlgorithmsGraph AlgorithmsUnsupervised Machine Learning AlgorithmsTraditional Supervised Learning AlgorithmsNeural Network AlgorithmsAlgorithms for Natural Language ProcessingRecommendation EnginesData AlgorithmsCryptographyLarge Scale AlgorithmsPractical Considerations

Details e-book 40 Algorithms Every Programmer Should Know

🗸 Author(s): Imran Ahmad
🗸 Title: 40 Algorithms Every Programmer Should Know: Hone your problem-solving skills by learning different algorithms and their implementation in Python
🗸 Rating : 4.3 from 5 stars (165 reviews)
🗸 Languange: English
🗸 Format ebook: PDF, EPUB, Kindle, Audio, HTML and MOBI
🗸 Supported Devices: Android, iOS, PC and Amazon Kindle

Readers' opinions about 40 Algorithms Every Programmer Should Know by Imran Ahmad

Arley Burrows
Embark on a thrilling adventure with this gripping mystery novel that keeps readers guessing until the very end. Set in a picturesque village plagued by secrets and lies, the story follows a determined detective as he unravels the truth behind a series of baffling crimes. With its clever plot twists and compelling characters, this book is a must-read for fans of the genre.

Ronae Berry
Delve into the pages of this engrossing historical fiction novel, where the past comes alive in vivid detail. Set against the backdrop of a bygone era, the story follows the lives of ordinary people caught up in extraordinary events. With its richly drawn characters and immersive storytelling, this book offers a glimpse into a world long gone but not forgotten.

Harlee Charles
Discover the secrets of successful entrepreneurship with this insightful guide to starting and growing a business. Packed with practical advice and real-world examples, the author shares invaluable wisdom gleaned from years of experience in the business world. Whether you're a seasoned entrepreneur or just starting out, this book is a valuable resource for anyone looking to build a successful venture.