40 Algorithms Every Programmer Should Know

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  • Publisher : Packt Publishing Ltd
  • Release : 12 June 2020
  • ISBN : 9781789809862
  • Page : 382 pages
  • Rating : 4.5/5 from 103 voters

40 Algorithms Every Programmer Should Know Book PDF summary

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 Key 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 Description 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. 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 for 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'll find this book useful. Although Python programming experience is a must, knowledge of data science will be helpful but not necessary.

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40 Algorithms Every Programmer Should Know

40 Algorithms Every Programmer Should Know
  • Author : Imran Ahmad
  • Publisher : Packt Publishing Ltd
  • Release Date : 2020-06-12
  • ISBN : 9781789809862
DOWNLOAD BOOK40 Algorithms Every Programmer Should Know

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 Key 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 Description Algorithms have always played an important role in both the science

A Common-Sense Guide to Data Structures and Algorithms, Second Edition

A Common-Sense Guide to Data Structures and Algorithms, Second Edition
  • Author : Jay Wengrow
  • Publisher : Pragmatic Bookshelf
  • Release Date : 2020-08-10
  • ISBN : 9781680508055
DOWNLOAD BOOKA Common-Sense Guide to Data Structures and Algorithms, Second Edition

Algorithms and data structures are much more than abstract concepts. Mastering them enables you to write code that runs faster and more efficiently, which is particularly important for today’s web and mobile apps. Take a practical approach to data structures and algorithms, with techniques and real-world scenarios that you can use in your daily production code, with examples in JavaScript, Python, and Ruby. This new and revised second edition features new chapters on recursion, dynamic programming, and using Big

97 Things Every Programmer Should Know

97 Things Every Programmer Should Know
  • Author : Kevlin Henney
  • Publisher : O'Reilly Media
  • Release Date : 2010-02-05
  • ISBN : 9781449388966
DOWNLOAD BOOK97 Things Every Programmer Should Know

Tap into the wisdom of experts to learn what every programmer should know, no matter what language you use. With the 97 short and extremely useful tips for programmers in this book, you'll expand your skills by adopting new approaches to old problems, learning appropriate best practices, and honing your craft through sound advice. With contributions from some of the most experienced and respected practitioners in the industry--including Michael Feathers, Pete Goodliffe, Diomidis Spinellis, Cay Horstmann, Verity Stob, and many more--this

40 ALGORITHMS EVERY PROGRAMMER SHOULD KNOW -

40 ALGORITHMS EVERY PROGRAMMER SHOULD KNOW -
  • Author : IMRAN. AHMAD
  • Publisher : Unknown
  • Release Date : 2022
  • ISBN : 1803247762
DOWNLOAD BOOK40 ALGORITHMS EVERY PROGRAMMER SHOULD KNOW -

Classic Computer Science Problems in Python

Classic Computer Science Problems in Python
  • Author : David Kopec
  • Publisher : Simon and Schuster
  • Release Date : 2019-03-05
  • ISBN : 9781638355236
DOWNLOAD BOOKClassic Computer Science Problems in Python

”Highly recommended to everyone interested in deepening their understanding of Python and practical computer science.” —Daniel Kenney-Jung, MD, University of Minnesota Key Features Master formal techniques taught in college computer science classes Connect computer science theory to real-world applications, data, and performance Prepare for programmer interviews Recognize the core ideas behind most “new” challenges Covers Python 3.7 Purchase of the print book includes a free eBook in PDF, Kindle, and ePub formats from Manning Publications. About The Book Programming problems that

Play for Scala

Play for Scala
  • Author : Peter Hilton,Erik Bakker
  • Publisher : Simon and Schuster
  • Release Date : 2013-10-03
  • ISBN : 9781638353713
DOWNLOAD BOOKPlay for Scala

Summary Play for Scala shows you how to build Scala-based web applications using the Play 2 framework. This book starts by introducing Play through a comprehensive overview example. Then, you'll look at each facet of a typical Play application both by exploring simple code snippets and by adding to a larger running example. Along the way, you'll deepen your knowledge of Scala as a programming language and work with tools like Akka. About this Book Play is a Scala web framework

Beginning Java Data Structures and Algorithms

Beginning Java Data Structures and Algorithms
  • Author : James Cutajar
  • Publisher : Packt Publishing Ltd
  • Release Date : 2018-07-30
  • ISBN : 9781789533750
DOWNLOAD BOOKBeginning Java Data Structures and Algorithms

Though your application serves its purpose, it might not be a high performer. Learn techniques to accurately predict code efficiency, easily dismiss inefficient solutions, and improve the performance of your application. Key Features Explains in detail different algorithms and data structures with sample problems and Java implementations where appropriate Includes interesting tips and tricks that enable you to efficiently use algorithms and data structures Covers over 20 topics using 15 practical activities and exercises Book Description Learning about data structures and algorithms

Hands-On Deep Learning with R

Hands-On Deep Learning with R
  • Author : Michael Pawlus,Rodger Devine
  • Publisher : Packt Publishing Ltd
  • Release Date : 2020-04-24
  • ISBN : 9781788993784
DOWNLOAD BOOKHands-On Deep Learning with R

Explore and implement deep learning to solve various real-world problems using modern R libraries such as TensorFlow, MXNet, H2O, and Deepnet Key FeaturesUnderstand deep learning algorithms and architectures using R and determine which algorithm is best suited for a specific problemImprove models using parameter tuning, feature engineering, and ensemblingApply advanced neural network models such as deep autoencoders and generative adversarial networks (GANs) across different domainsBook Description Deep learning enables efficient and accurate learning from a massive amount of data.

Python Quick Interview Guide

Python Quick Interview Guide
  • Author : Shyamkant Limaye
  • Publisher : BPB Publications
  • Release Date : 2021-04-10
  • ISBN : 9789389423303
DOWNLOAD BOOKPython Quick Interview Guide

Quick solutions to frequently asked algorithm and data structure questions. KEY FEATURES ● Learn how to crack the Data structure and Algorithms Code test using the top 75 questions/solutions discussed in the book. ● Refresher on Python data structures and writing clean, actionable python codes. ● Simplified solutions on translating business problems into executable programs and applications. DESCRIPTION Python is the most popular programming language, and hence, there is a huge demand for Python programmers. Even if you have learnt Python or have

Tiny Python Projects

Tiny Python Projects
  • Author : Ken Youens-Clark
  • Publisher : Simon and Schuster
  • Release Date : 2020-07-21
  • ISBN : 9781638350835
DOWNLOAD BOOKTiny Python Projects

”Tiny Python Projects is a gentle and amusing introduction to Python that will firm up key programming concepts while also making you giggle.”—Amanda Debler, Schaeffler Key Features Learn new programming concepts through 21-bitesize programs Build an insult generator, a Tic-Tac-Toe AI, a talk-like-a-pirate program, and more Discover testing techniques that will make you a better programmer Code-along with free accompanying videos on YouTube Purchase of the print book includes a free eBook in PDF, Kindle, and ePub formats from

A Guide to Microsoft Azure Fundamentals AZ-900 Exam: Practical Guide for Passing AZ-900 Exam with Latest Questions Set (English Edition)

A Guide to Microsoft Azure Fundamentals AZ-900 Exam: Practical Guide for Passing AZ-900 Exam with Latest Questions Set (English Edition)
  • Author : Imran Ahmad
  • Publisher : Imran Ahmad
  • Release Date : 2021-06-24
  • ISBN : 9798525991408
DOWNLOAD BOOKA Guide to Microsoft Azure Fundamentals AZ-900 Exam: Practical Guide for Passing AZ-900 Exam with Latest Questions Set (English Edition)

Pass Azure Fundamentals AZ-900 Exam AZ-900 is an essential exam covering all the foundational concepts about the cloud and Microsoft Azure offerings. Azure fundamentals is a series of below 6 study areas to familiarize you with Azure and its many services and features. Describe Cloud Concepts Describe Core Azure Services Describe Core Solutions and Management Tools Describe General Security and Network Security Describe Identity, Governance, Privacy and Compliance Describe Azure cost management and Service Level Agreements By learning all of these

Grokking Algorithms

Grokking Algorithms
  • Author : Aditya Bhargava
  • Publisher : Simon and Schuster
  • Release Date : 2016-05-12
  • ISBN : 9781638353348
DOWNLOAD BOOKGrokking Algorithms

Summary Grokking Algorithms is a fully illustrated, friendly guide that teaches you how to apply common algorithms to the practical problems you face every day as a programmer. You'll start with sorting and searching and, as you build up your skills in thinking algorithmically, you'll tackle more complex concerns such as data compression and artificial intelligence. Each carefully presented example includes helpful diagrams and fully annotated code samples in Python. Learning about algorithms doesn't have to be boring! Get a

Mazes for Programmers

Mazes for Programmers
  • Author : Jamis Buck
  • Publisher : Pragmatic Bookshelf
  • Release Date : 2015-07-15
  • ISBN : 9781680503968
DOWNLOAD BOOKMazes for Programmers

Unlock the secrets to creating random mazes! Whether you're a game developer, an algorithm connoisseur, or simply in search of a new puzzle, you're about to level up. Learn algorithms to randomly generate mazes in a variety of shapes, sizes, and dimensions. Bend them into Moebius strips, fold them into cubes, and wrap them around spheres. Stretch them into other dimensions, squeeze them into arbitrary outlines, and tile them in a dizzying variety of ways. From twelve little algorithms, you'll

97 Things Every Java Programmer Should Know

97 Things Every Java Programmer Should Know
  • Author : Kevlin Henney,Trisha Gee
  • Publisher : "O'Reilly Media, Inc."
  • Release Date : 2020-05-15
  • ISBN : 9781491952641
DOWNLOAD BOOK97 Things Every Java Programmer Should Know

If you want to push your Java skills to the next level, this book provides expert advice from Java leaders and practitioners. You’ll be encouraged to look at problems in new ways, take broader responsibility for your work, stretch yourself by learning new techniques, and become as good at the entire craft of development as you possibly can. Edited by Kevlin Henney and Trisha Gee, 97 Things Every Java Programmer Should Know reflects lifetimes of experience writing Java software and

Hands-On Web Scraping with Python

Hands-On Web Scraping with Python
  • Author : Anish Chapagain
  • Publisher : Packt Publishing Ltd
  • Release Date : 2019-07-15
  • ISBN : 9781789536195
DOWNLOAD BOOKHands-On Web Scraping with Python

Collect and scrape different complexities of data from the modern Web using the latest tools, best practices, and techniques Key Features Learn various scraping techniques using a range of Python libraries such as Scrapy and Beautiful Soup Build scrapers and crawlers to extract relevant information from the web Automate web scraping operations to bridge the accuracy gap and ease complex business needs Book Description Web scraping is an essential technique used in many organizations to scrape valuable data from web