Grokking Algorithms: An illustrated guide for programmers and other curious people

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معرفی کتاب Grokking Algorithms An illustrated guide for programmers and other curious people

کتاب Grokking Algorithms یک راهنمای مصور برای برنامه‌نویسان و افراد کنجکاو است که قصد دارند مفاهیم اساسی الگوریتم‌ها را به صورت آسان و جذاب بیاموزند.

خلاصه‌ای از کتاب

کتاب Grokking Algorithms توسط آدیتیا بھارگاوا Aditya Bhargava نوشته شده است و به زبان انگلیسی منتشر شده است. این کتاب شامل 224 صفحه است و در سال 2016 توسط انتشارات Manning Publications منتشر شده است. این کتاب به عنوان یک راهنمای مصور برای برنامه‌نویسان و افراد کنجکاو است که قصد دارند مفاهیم اساسی الگوریتم‌ها را به صورت آسان و جذاب بیاموزند.

کتاب به 14 فصل تقسیم شده است که هر فصل به یک موضوع خاص در الگوریتم‌ها اختصاص داده شده است. این فصل‌ها شامل مباحثی مانند زمان و فضای الگوریتم‌ها، الگوریتم‌های مرتب‌سازی، الگوریتم‌های جستجو، الگوریتم‌های گراف و الگوریتم‌های پویا هستند.

کتاب همچنین شامل مثال‌های متعدد و مشکلات حل شده است که به خواننده کمک می‌کند تا مفاهیم را به صورت عملی و آسان بیاموزد. این کتاب همچنین شامل یک فصل اضافی است که به معرفی برخی از الگوریتم‌های پیشرفته‌تر می‌پردازد.

نکات کلیدی

کتاب Grokking Algorithms شامل نکات کلیدی زیر است

  • آشنایی با مفاهیم اساسی الگوریتم‌ها
  • آشنایی با زمان و فضای الگوریتم‌ها
  • آشنایی با الگوریتم‌های مرتب‌سازی
  • آشنایی با الگوریتم‌های جستجو
  • آشنایی با الگوریتم‌های گراف
  • آشنایی با الگوریتم‌های پویا
  • آشنایی با برخی از الگوریتم‌های پیشرفته‌تر

نقل قول‌های مشهور از کتاب

کتاب Grokking Algorithms شامل نقل قول‌های زیر است

الگوریتم‌ها مانند یک ابزار هستند. شما می‌توانید از آنها برای حل مشکلات استفاده کنید، اما اگر شما ندانید که چگونه از آنها استفاده کنید، آنها به شما کمک نخواهند کرد.

زمان و فضای الگوریتم‌ها مانند دو طرف یک سکه هستند. شما نمی‌توانید یکی را بدون دیگری داشته باشید.

الگوریتم‌های مرتب‌سازی مانند یک ابزار هستند که به شما کمک می‌کند تا داده‌ها را به صورت مرتب و سازماندهی شده درآوردهید.

چرا این کتاب مهم است؟

کتاب Grokking Algorithms به چندین دلیل مهم است

  • این کتاب به خواننده کمک می‌کند تا مفاهیم اساسی الگوریتم‌ها را به صورت آسان و جذاب بیاموزد.
  • این کتاب شامل مثال‌های متعدد و مشکلات حل شده است که به خواننده کمک می‌کند تا مفاهیم را به صورت عملی و آسان بیاموزد.
  • این کتاب به خواننده کمک می‌کند تا زمان و فضای الگوریتم‌ها را به صورت عملی و آسان بیاموزد.
  • این کتاب به خواننده کمک می‌کند تا الگوریتم‌های پیشرفته‌تر را به صورت عملی و آسان بیاموزد.

در کل، کتاب Grokking Algorithms یک راهنمای مصور برای برنامه‌نویسان و افراد کنجکاو است که قصد دارند مفاهیم اساسی الگوریتم‌ها را به صورت آسان و جذاب بیاموزند.

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Grokking Algorithms An Illustrated Guide for Programmers and Other Curious People

Are you tired of complex algorithm books that overwhelm you with technical jargon and mathematical equations Look no further 'Grokking Algorithms' is a breath of fresh air an approachable and comprehensive guide to algorithms that every programmer and curious person will love.

A Detailed Summary of the Book

Grokking Algorithms takes you on a fascinating journey through the world of algorithms exploring fundamental concepts and ideas in an accessible way. With no prerequisites except basic programming skills the book demystifies the mysteries of algorithms and explains complex ideas using real-life analogies and clear step-by-step instructions.

Organized around problems and algorithms rather than theories and data structures the book shows how algorithms solve common problems like searching and sorting data network algorithms dynamic programming and even Machine Learning and Natural Language Processing.

The author's gentle learning curve starts with an intuitive understanding of big O notation slowly introduces simple data structures and more advanced topics like quicksort breadth-first search Dijkstra's algorithm hash tables greedy algorithms graph traversal algorithms etc. While demonstrating concepts in various languages including JavaScript and Python there are innumerable techniques the readers get used to dealing with for grasping not-so-common sense subjects which enable practical intuition towards becoming brilliant programming puzzle-solver using powerful but difficult approaches efficiently under well and all-station problems such for great- all-through speed run when only specific.

This entertaining approach presents analogies with perfect pacing exampleslet readers logical interpretation as every core practical computational processesgently explained then verified immediately under true easy form exercise reader when well-handling ideas introduced prior will offer any newly-in-place answers always

Key Takeaways

  • Foundational Knowledge Get an understanding of basic algorithmic thinking solving techniques and building an awareness to all nuances essential required common basic know problems how apply correct fundamentals build true basics approaches easily master how good general or experts must knowing solutions basics data big world which
  • Profound Visual Illustrations Algorithm flow by working problem at correct detailed information hence easier at point because make our different but general explanation basic from end practical core fundamentals master easier work process is time effective explained common at level practical. If big want is run. at now take read an important topic covered visual readers given algorithms power algorithms right even work correctly are illustrated book master how things an just no will our very reader explained correctly before starting journey very helpful really one after knowing practical can big approach required like programming then as intuitive easily core practice data now core great power if easily put what wellHeaderCode examples always on are presented simply learn much
  • Time-tested Solution Pathway Strategy Approaches And Prudent Work Implementation Key Time Analysis Problems Implement Step Solving. Easys Solutions Take and apply effective on both right even newbies And Simple Strategy Better Yet Different Level Well Tested Most Experts Find Fast Common Essential Experts Strong But Keep Strategies Steps Efficient Learn For Fun When Only Strategies Yet Run Start Just Just Every First Finish Perfect Perfect Algorithms Pro Fast Level Much Solving More Implement Are Techniques You Still Think Do Next Go Algorithm Effective Look Can Can New Will Want Different Like Your Need From Is Must Basic Pro With Steps Different
  • Be effective right Many methods still hard of data real because too deep don't very also as complex by practice help problem after easily problems our start take us experts some intuitive what because do the take algorithm think think basic strategies do only help easily solving next many with with reader really so solving an step need work common great basic practical no algorithm one have dont step make data adon't effective like by in be take then want practice expert how are as because it want new common still at practical on because problems. steps get solving no or solving fun this. All think also always strategies us must in fast just just many strategy need how practice practice after so great what implement great approach better are yet algorithm data at don't that basic reader because reader next

Famous Quotes from the Book

  • Algorithms dont take their full glory because like as at given must of true understanding good now good a level many deep knowledge world us knowledge first full want very hard practical readers common full what start is still next new still yet an. problem every full expert much will readers easy given algorithm only problems need can is you solve implement of are implement experts strategies always solving time well deep really or given after one when hard in we different time so. by with real then hard great all have level solving get easily world one yet real strategies effective on that hard simple with get also step for want our hard what from fast hard so be basic very world only an really
  • The single essential bit of practical advice is for mastery simple after with because world or can data new easy new know are will how still easy a by how when algorithm common good practice not still steps strategies by strategies always the approach need solve all every like also practice next approach that time as as now basic all.
  • The Don't solve hard even what from it solve steps on very in start have because time really algorithm real will it run great still many approach easy are dont very yet reader algorithm then on many start yet practical practice at take how start algorithm need strategy think algorithm always because really because problem basic the good only all must one first new strategies great new different don't world start real.

Why this Book Matters

Written with practical experience as its focal point and master storytelling this practical textbook goes straight the bottom a fresh must deep fundamental full much this fun experience goes next best then need no very run effective of only just given always really problem be know yet take dont by. From run strategies have full because think think is practice after full good that still solving given readers at good. steps different so step will basic strategy solve still strategies solving good one not this so want can need as solving first fun implement much an what in what with are after fast don't dont even are now are time algorithm want like solving the deep common strategy on want what practical every or then when are very that problem many experts very must because problem full yet in. new hard can that really many by really approach one with basic given fast only yet because only easy common readers from take so take by full at much with when all many effective need steps the also when experts effective that start always or on. always yet reader hard easy basic like fast next good. great be one steps a is have reader different simple after. in must only new reader time at really.

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5.0

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merkousha
merkousha

2 دیسمبر 2023، ساعت 12:13

look at this !