
{"id":31919,"date":"2024-04-17T11:51:43","date_gmt":"2024-04-17T11:51:43","guid":{"rendered":"https:\/\/express24.ir\/d\/product\/%da%a9%d8%aa%d8%a7%d8%a8-40-%d8%a7%d9%84%da%af%d9%88%d8%b1%db%8c%d8%aa%d9%85-%d9%87%d8%b1-%d8%a8%d8%b1%d9%86%d8%a7%d9%85%d9%87-%d9%86%d9%88%db%8c%d8%b3-%d8%a8%d8%a7%db%8c%d8%af-%d8%a8%d8%af%d8%a7\/"},"modified":"2024-04-17T08:22:32","modified_gmt":"2024-04-17T08:22:32","slug":"%da%a9%d8%aa%d8%a7%d8%a8-40-%d8%a7%d9%84%da%af%d9%88%d8%b1%db%8c%d8%aa%d9%85-%d9%87%d8%b1-%d8%a8%d8%b1%d9%86%d8%a7%d9%85%d9%87-%d9%86%d9%88%db%8c%d8%b3-%d8%a8%d8%a7%db%8c%d8%af-%d8%a8%d8%af%d8%a7","status":"publish","type":"product","link":"https:\/\/express24.ir\/d\/product\/%da%a9%d8%aa%d8%a7%d8%a8-40-%d8%a7%d9%84%da%af%d9%88%d8%b1%db%8c%d8%aa%d9%85-%d9%87%d8%b1-%d8%a8%d8%b1%d9%86%d8%a7%d9%85%d9%87-%d9%86%d9%88%db%8c%d8%b3-%d8%a8%d8%a7%db%8c%d8%af-%d8%a8%d8%af%d8%a7\/","title":{"rendered":"\u06a9\u062a\u0627\u0628 40 \u0627\u0644\u06af\u0648\u0631\u06cc\u062a\u0645 \u0647\u0631 \u0628\u0631\u0646\u0627\u0645\u0647 \u0646\u0648\u06cc\u0633 \u0628\u0627\u06cc\u062f \u0628\u062f\u0627\u0646\u062f: \u0645\u0647\u0627\u0631\u062a \u0647\u0627\u06cc \u062d\u0644 \u0645\u0633\u0626\u0644\u0647 \u062e\u0648\u062f \u0631\u0627 \u0628\u0627 \u06cc\u0627\u062f\u06af\u06cc\u0631\u06cc \u0627\u0644\u06af\u0648\u0631\u06cc\u062a\u0645 \u0647\u0627\u06cc \u0645\u062e\u062a\u0644\u0641 \u0648 \u0627\u062c\u0631\u0627\u06cc \u0622\u0646\u0647\u0627 \u062f\u0631 \u067e\u0627\u06cc\u062a\u0648\u0646 \u060c \u0635\u062f\u0627 \u06a9\u0646\u06cc\u062f"},"content":{"rendered":"<p>&nbsp;<\/p>\n<div style=\"text-align: center;\"><img decoding=\"async\" title=\"\u062f\u0627\u0646\u0644\u0648\u062f \u06a9\u062a\u0627\u0628 40 Algorithms Every Programmer Should Know: Hone your problem-solving skills by learning different algorithms and their implementation in Python\" src=\"https:\/\/express24.ir\/d\/wp-content\/uploads\/2024\/04\/9781789801217.jpg\" alt=\"\u062f\u0627\u0646\u0644\u0648\u062f \u06a9\u062a\u0627\u0628 40 Algorithms Every Programmer Should Know: Hone your problem-solving skills by learning different algorithms and their implementation in Python\" \/><\/div>\n<table class=\"table table-striped table-hover\">\n<tbody>\n<tr>\n<td>\n<h3>\u0639\u0646\u0648\u0627\u0646 \u06a9\u062a\u0627\u0628 \u0628\u0647 \u0627\u0646\u06af\u0644\u06cc\u0633\u06cc:<\/h3>\n<\/td>\n<td>\n<h3>40 Algorithms Every Programmer Should Know: Hone your problem-solving skills by learning different algorithms and their implementation in Python<\/h3>\n<\/td>\n<\/tr>\n<\/tbody>\n<\/table>\n<table class=\"table table-striped table-hover\">\n<tbody>\n<tr>\n<td>\u0633\u0627\u0644 \u0627\u0646\u062a\u0634\u0627\u0631: 2020\u00a0\u00a0|\u00a0\u00a0374 \u0635\u0641\u062d\u0647\u00a0\u00a0|\u00a0\u00a0\u062d\u062c\u0645 \u0641\u0627\u06cc\u0644: 20 \u0645\u06af\u0627\u0628\u0627\u06cc\u062a\u00a0\u00a0|\u00a0\u00a0\u0632\u0628\u0627\u0646: \u0627\u0646\u06af\u0644\u06cc\u0633\u06cc<\/td>\n<\/tr>\n<\/tbody>\n<\/table>\n<table class=\"table table-striped table-hover\">\n<tbody>\n<tr>\n<td>\u0646\u0648\u06cc\u0633\u0646\u062f\u0647<\/td>\n<td>Imran Ahmad<\/td>\n<\/tr>\n<tr>\n<td>\u0646\u0627\u0634\u0631<\/td>\n<td>Packt Publishing<\/td>\n<\/tr>\n<tr>\n<td>ISBN10:<\/td>\n<td>1789801214<\/td>\n<\/tr>\n<tr>\n<td>ISBN13:<\/td>\n<td>9781789801217<\/td>\n<\/tr>\n<\/tbody>\n<\/table>\n<h2>\u062a\u0648\u0636\u06cc\u062d\u0627\u062a \u06a9\u062a\u0627\u0628<\/h2>\n<div style=\"direction: ltr;\">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 cryptography<br \/>\nKey FeaturesLearn the techniques you need to know to design algorithms for solving complex problems<br \/>\nBecome familiar with neural networks and deep learning techniques<br \/>\nExplore different types of algorithms and choose the right data structures for their optimal implementationBook Description<\/p>\n<p>Algorithms 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.<\/p>\n<p>You&#8217;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&#8217;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&#8217;ll become well versed in techniques that enable parallel processing, giving you the ability to use these algorithms for compute-intensive tasks.<\/p>\n<p>By the end of this book, you&#8217;ll have become adept at solving real-world computational problems by using a wide range of algorithms.<br \/>\nWhat you will learn<\/p>\n<p>Explore existing data structures and algorithms found in Python libraries<br \/>\nImplement graph algorithms for fraud detection using network analysis<br \/>\nWork with machine learning algorithms to cluster similar tweets and process Twitter data in real time<br \/>\nPredict the weather using supervised learning algorithms<br \/>\nUse neural networks for object detection<br \/>\nCreate a recommendation engine that suggests relevant movies to subscribers<br \/>\nImplement foolproof security using symmetric and asymmetric encryption on Google Cloud Platform (GCP)<\/p>\n<p>Who this book is for<\/p>\n<p>This 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&#8217;ll find this book useful. Although Python programming experience is a must, knowledge of data science will be helpful but not necessary.<br \/>\nTable of Contents<\/p>\n<p>Overview of Algorithms<br \/>\nData Structures used in Algorithms<br \/>\nSorting and Searching Algorithms<br \/>\nDesigning Algorithms<br \/>\nGraph Algorithms<br \/>\nUnsupervised Machine Learning Algorithms<br \/>\nTraditional Supervised Learning Algorithms<br \/>\nNeural Network Algorithms<br \/>\nAlgorithms for Natural Language Processing<br \/>\nRecommendation Engines<br \/>\nData Algorithms<br \/>\nCryptography<br \/>\nLarge Scale Algorithms<br \/>\nPractical Considerations<\/p>\n<\/div>\n<h2>\u062a\u0648\u0636\u06cc\u062d\u0627\u062a \u06a9\u062a\u0627\u0628 \u0628\u0647 \u0641\u0627\u0631\u0633\u06cc (\u062a\u0631\u062c\u0645\u0647 \u0645\u0627\u0634\u06cc\u0646\u06cc)<\/h2>\n<p>\u0627\u0644\u06af\u0648\u0631\u06cc\u062a\u0645 \u0647\u0627\u06cc \u0628\u0631\u0627\u06cc \u062d\u0644 \u0645\u0634\u06a9\u0644\u0627\u062a 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\/>\n\u0648\u06cc\u0698\u06af\u06cc \u0647\u0627\u06cc \u06a9\u0644\u06cc\u062f\u06cc<\/p>\n<p>\u0628\u0631\u0627\u06cc \u0637\u0631\u0627\u062d\u06cc \u0627\u0644\u06af\u0648\u0631\u06cc\u062a\u0645 \u0647\u0627 \u0628\u0631\u0627\u06cc \u062d\u0644 \u0645\u0634\u06a9\u0644\u0627\u062a \u067e\u06cc\u0686\u06cc\u062f\u0647 \u060c \u062a\u06a9\u0646\u06cc\u06a9 \u0647\u0627\u06cc\u06cc \u0631\u0627 \u06a9\u0647 \u0628\u0627\u06cc\u062f \u0628\u062f\u0627\u0646\u06cc\u062f \u0628\u06cc\u0627\u0645\u0648\u0632\u06cc\u062f<br \/>\n\u0628\u0627 \u0634\u0628\u06a9\u0647 \u0647\u0627\u06cc \u0639\u0635\u0628\u06cc \u0648 \u062a\u06a9\u0646\u06cc\u06a9 \u0647\u0627\u06cc \u06cc\u0627\u062f\u06af\u06cc\u0631\u06cc \u0639\u0645\u06cc\u0642 \u0622\u0634\u0646\u0627 \u0634\u0648\u06cc\u062f<br \/>\n\u0627\u0646\u0648\u0627\u0639 \u0645\u062e\u062a\u0644\u0641 \u0627\u0644\u06af\u0648\u0631\u06cc\u062a\u0645 \u0647\u0627 \u0631\u0627 \u06a9\u0627\u0648\u0634 \u06a9\u0631\u062f\u0647 \u0648 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