Algorithmic Thinking For Adventurous Minds

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Algorithmic Thinking for Adventurous Minds

Raymond Xu,Claire Xu,William Xu
Algorithmic Thinking for Adventurous Minds Book PDF

Author : Raymond Xu,Claire Xu,William Xu
Publisher : Unknown
Page : 189 pages
File Size : 55,5 Mb
Release : 2021-03-05
Category : Electronic
ISBN : 9798712882892

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Algorithmic Thinking for Adventurous Minds by Raymond Xu,Claire Xu,William Xu Pdf

This book is about how to work smart to avoid unnecessary work. Algorithmic thinking is about identifying the most efficient steps to solve a seemingly complex problem without detouring. It is a necessary skill for future jobs. Through a magical lens, CalliLens, you will observe abstraction and recognize patterns in the Land of Apple Pi. The authors, along with Python, transform into the main characters, the BestFour. They will accompany you through each challenge, naturally come up with the solution steps, and master algorithmic thinking without you forcefully knowing it. The authors have been teaching CS and USA Computing Olympiad (USACO) classes since 2016 and formed their unique approach to engaging with both visual learners and reading/writing learners. The rigid concepts like Fibonacci, graph, recursion, queue, stack, Greedy, Dynamic Programming, Prim, Kruskal, Dijkstra, BFS, DFS are expressed in visualizations, graphs, miniature poems, and fun facts. Oh, if coding is coffee, the flowchart will be the coffee mate. You will receive a good taste of "coffee" and "coffee mate" from this book. Both children and parents are welcome to the adventure. The only prerequisite is to keep an open mind and open eyes. If you don't know coding yet, flowcharts are your friendly starting point. What? Some of you say that you want to dive into coding? Alright, Python code and Pygames are a bonus for you to craft your programming skills.

Algorithmic Thinking

Daniel Zingaro
Algorithmic Thinking Book PDF

Author : Daniel Zingaro
Publisher : No Starch Press
Page : 409 pages
File Size : 52,6 Mb
Release : 2020-12-15
Category : Computers
ISBN : 9781718500808

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Algorithmic Thinking by Daniel Zingaro Pdf

A hands-on, problem-based introduction to building algorithms and data structures to solve problems with a computer. Algorithmic Thinking will teach you how to solve challenging programming problems and design your own algorithms. Daniel Zingaro, a master teacher, draws his examples from world-class programming competitions like USACO and IOI. You'll learn how to classify problems, choose data structures, and identify appropriate algorithms. You'll also learn how your choice of data structure, whether a hash table, heap, or tree, can affect runtime and speed up your algorithms; and how to adopt powerful strategies like recursion, dynamic programming, and binary search to solve challenging problems. Line-by-line breakdowns of the code will teach you how to use algorithms and data structures like: The breadth-first search algorithm to find the optimal way to play a board game or find the best way to translate a book Dijkstra's algorithm to determine how many mice can exit a maze or the number of fastest routes between two locations The union-find data structure to answer questions about connections in a social network or determine who are friends or enemies The heap data structure to determine the amount of money given away in a promotion The hash-table data structure to determine whether snowflakes are unique or identify compound words in a dictionary NOTE: Each problem in this book is available on a programming-judge website. You'll find the site's URL and problem ID in the description. What's better than a free correctness check?

Algorithmic Thinking, 2nd Edition

Daniel Zingaro
Algorithmic Thinking 2nd Edition Book PDF

Author : Daniel Zingaro
Publisher : No Starch Press
Page : 481 pages
File Size : 41,8 Mb
Release : 2024-01-23
Category : Computers
ISBN : 9781718503236

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Algorithmic Thinking, 2nd Edition by Daniel Zingaro Pdf

Get in the game and learn essential computer algorithms by solving competitive programming problems, in the fully revised second edition of the bestselling original. (Still no math required!) Are you hitting a wall with data structures and algorithms? Whether you’re a student prepping for coding interviews or an independent learner, this book is your essential guide to efficient problem-solving in programming. UNLOCK THE POWER OF DATA STRUCTURES & ALGORITHMS: Learn the intricacies of hash tables, recursion, dynamic programming, trees, graphs, and heaps. Become proficient in choosing and implementing the best solutions for any coding challenge. REAL-WORLD, COMPETITION-PROVEN CODE EXAMPLES: The programs and challenges in this book aren’t just theoretical—they’re drawn from real programming competitions. Train with problems that have tested and honed the skills of coders around the world. GET INTERVIEW-READY: Prepare yourself for coding interviews with practice exercises that help you think algorithmically, weigh different solutions, and implement the best choices efficiently. WRITTEN IN C, USEFUL ACROSS LANGUAGES: The code examples are written in C and designed for clarity and accessibility to those familiar with languages like C++, Java, or Python. If you need help with the C code, no problem: We’ve got recommended reading, too. Algorithmic Thinking is the complete package, providing the solid foundation you need to elevate your coding skills to the next level.

Java and Algorithmic Thinking for the Complete Beginner

Aristides S. Bouras,Loukia V. Ainarozidou
Java and Algorithmic Thinking for the Complete Beginner Book PDF

Author : Aristides S. Bouras,Loukia V. Ainarozidou
Publisher : CreateSpace
Page : 814 pages
File Size : 55,9 Mb
Release : 2015-02-03
Category : Computers
ISBN : 1506179398

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Java and Algorithmic Thinking for the Complete Beginner by Aristides S. Bouras,Loukia V. Ainarozidou Pdf

This book is for anyone who wants to learn computer programming and knows absolutely nothing about it. Of course, if you are wondering whether this book is going to teach you how to create amazing applets or incredible desktop or mobile applications, the answer is "no"—that is a job for other books. So many books out there can teach you those skills in Java, C++, or C#. Many of them even claim that they can teach you in 24 hours! Don't laugh! They probably can do that, but all of them take one thing for granted—that the reader knows some basics about computer programming. None of those books, unfortunately, bothers to teach you the first thing that a novice programmer needs to learn, which is "Algorithmic Thinking."Algorithmic Thinking involves more than just learning code. It is a problem solving process that involves learning how to code. With over 800 pages, and containing more than 300 solved and 400 unsolved exercises, over 450 true/false, 150 multiple choice, and 180 review questions (the solutions and the answers to which can be found on the Internet), this book is ideal for students, teachers, professors, novices or average programmers, or for anyone who wants to start learning or teaching computer programming using the proper conventions and techniques.

Computer Models of Mind

Margaret A. Boden
Computer Models of Mind Book PDF

Author : Margaret A. Boden
Publisher : Cambridge University Press
Page : 306 pages
File Size : 40,5 Mb
Release : 1988-04-29
Category : Medical
ISBN : 0521270332

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Computer Models of Mind by Margaret A. Boden Pdf

This book shows how computer models are used to study many psychological phenomena - including vision, language, reasoning, and learning.

Algorithmic Thinking

Dan Zingaro
Algorithmic Thinking Book PDF

Author : Dan Zingaro
Publisher : Unknown
Page : 408 pages
File Size : 51,6 Mb
Release : 2020
Category : Electronic
ISBN : 1098128192

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Algorithmic Thinking by Dan Zingaro Pdf

Algorithmic Thinking will teach you how to solve challenging programming problems and design your own algorithms. Daniel Zingaro, a master teacher, draws his examples from world-class programming competitions like USACO and IOI. You'll learn how to classify problems, choose data structures, and identify appropriate algorithms. You'll also learn how your choice of data structure, whether a hash table, heap, or tree, can affect runtime and speed up your algorithms; and how to adopt powerful strategies like recursion, dynamic programming, and binary search to solve challenging problems. Line-by-line breakdowns of the code will teach you how to use algorithms and data structures like: •The breadth-first search algorithm to find the optimal way to play a board game or find the best way to translate a book •Dijkstra's algorithm to determine how many mice can exit a maze or the number of fastest routes between two locations •The union-find data structure to answer questions about connections in a social network or determine who are friends or enemies •The heap data structure to determine the amount of money given away in a promotion •The hash-table data structure to determine whether snowflakes are unique or identify compound words in a dictionary NOTE: Each problem in this book is available on a programming-judge website. You'll find the site's URL and problem ID in the description. What's better than a free correctness check?

Dive Into Algorithms

Bradford Tuckfield
Dive Into Algorithms Book PDF

Author : Bradford Tuckfield
Publisher : No Starch Press
Page : 250 pages
File Size : 52,8 Mb
Release : 2021-01-05
Category : Computers
ISBN : 9781718500693

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Dive Into Algorithms by Bradford Tuckfield Pdf

Dive Into Algorithms is a broad introduction to algorithms using the Python Programming Language. Dive Into Algorithms is a wide-ranging, Pythonic tour of many of the world's most interesting algorithms. With little more than a bit of computer programming experience and basic high-school math, you'll explore standard computer science algorithms for searching, sorting, and optimization; human-based algorithms that help us determine how to catch a baseball or eat the right amount at a buffet; and advanced algorithms like ones used in machine learning and artificial intelligence. You'll even explore how ancient Egyptians and Russian peasants used algorithms to multiply numbers, how the ancient Greeks used them to find greatest common divisors, and how Japanese scholars in the age of samurai designed algorithms capable of generating magic squares. You'll explore algorithms that are useful in pure mathematics and learn how mathematical ideas can improve algorithms. You'll learn about an algorithm for generating continued fractions, one for quick calculations of square roots, and another for generating seemingly random sets of numbers. You'll also learn how to: • Use algorithms to debug code, maximize revenue, schedule tasks, and create decision trees • Measure the efficiency and speed of algorithms • Generate Voronoi diagrams for use in various geometric applications • Use algorithms to build a simple chatbot, win at board games, or solve sudoku puzzles • Write code for gradient ascent and descent algorithms that can find the maxima and minima of functions • Use simulated annealing to perform global optimization • Build a decision tree to predict happiness based on a person's characteristics Once you've finished this book you'll understand how to code and implement important algorithms as well as how to measure and optimize their performance, all while learning the nitty-gritty details of today's most powerful algorithms.

Beginner's Guide to Code Algorithms

Deepankar Maitra
Beginner s Guide to Code Algorithms Book PDF

Author : Deepankar Maitra
Publisher : CRC Press
Page : 168 pages
File Size : 55,7 Mb
Release : 2022
Category : Computers
ISBN : 1003214339

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Beginner's Guide to Code Algorithms by Deepankar Maitra Pdf

Do you have creative ideas that you wish you could transform into code? Do you want to boost your problem solving and logic skills? Do you want to enhance your career by adopting an algorithmic mindset? In our increasingly digital world, coding is an essential skill. Communicating an algorithm to a machine to perform a set of tasks is vital. Beginner's Guide to Code Algorithms: Experiments to Enhance Productivity and Solve Problems written by Deepankar Maitra teaches you how to think like a programmer. The author unravels the secret behind writing code - building a good algorithm. Algorithmic thinking leads to asking the right question and enables a shift from issue resolution to value creation. Having this mindset will make you more marketable to employers. This book takes you on a problem-solving journey to expand your mind and increase your willingness to experiment with code. You will: Learn the art of building an algorithm through hands-on exercises Understand how to develop code for inspiring productivity concepts Build a mentality of developing algorithms to solve problems Develop, test, review, and improve code through guided experimentation This book is designed to develop a culture of logical thinking through intellectual stimulation. It will benefit students and teachers of programming, business professionals, as well as experienced users of Microsoft Excel who wish to become proficient with macros.

Java and Algorithmic Thinking for the Complete Beginner (3rd Edition)

Aristides Bouras
Java and Algorithmic Thinking for the Complete Beginner 3rd Edition Book PDF

Author : Aristides Bouras
Publisher : Independently Published
Page : 0 pages
File Size : 40,7 Mb
Release : 2024-05-15
Category : Computers
ISBN : 9798878276573

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Java and Algorithmic Thinking for the Complete Beginner (3rd Edition) by Aristides Bouras Pdf

Completely updated for the latest version of Java, this book offers a comprehensive introduction to programming, assuming no prior knowledge of the subject. It is designed for individuals, eager to learn Java from scratch, providing a strong foundation in Algorithmic Thinking-the fundamental skill every aspiring programmer must acquire. Algorithmic Thinking encompasses more than just writing code; it entails mastering the art of problem-solving through coding. This edition retains all the popular features of its predecessor while introducing a wealth of new exercises, along with extensive revisions and updates. Furthermore, brand-new chapters offer a practical introduction to working with text files. Structured for both classroom use and independent study, each chapter is concluded with a set of questions and exercises designed to reinforce your understanding and apply what you've learned. With approximately 250 solved and 480 unsolved exercises, 500 true/false questions, 150 multiple-choice questions, and 200 review questions and crosswords (with solutions and answers available online), this book is ideal for: Novices or intermediate-level programmers pursuing self-study High school students First-years college or university students Educators Professors Anyone who wants to start learning or teaching computer programming using the best practices and techniques Notice: This book is exclusively focused on developing command-line interface (CLI) applications

Computational Thinking

Karl Beecher
Computational Thinking Book PDF

Author : Karl Beecher
Publisher : BCS, The Chartered Institute for IT
Page : 306 pages
File Size : 44,7 Mb
Release : 2017-08-11
Category : Computational intelligence
ISBN : 1780173644

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Computational Thinking by Karl Beecher Pdf

Computational thinking (CT) is a timeless, transferable skill that enables you to think more clearly and logically, as well as a way to solve specific problems. With this book you'll learn to apply computational thinking in the context of software development to give you a head start on the road to becoming an experienced and effective programmer.

Automate This

Christopher Steiner
Automate This Book PDF

Author : Christopher Steiner
Publisher : Penguin
Page : 259 pages
File Size : 48,8 Mb
Release : 2012-08-30
Category : Business & Economics
ISBN : 9781101572153

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Automate This by Christopher Steiner Pdf

The rousing story of the last gasp of human agency and how today’s best and brightest minds are endeavoring to put an end to it. It used to be that to diagnose an illness, interpret legal documents, analyze foreign policy, or write a newspaper article you needed a human being with specific skills—and maybe an advanced degree or two. These days, high-level tasks are increasingly being handled by algorithms that can do precise work not only with speed but also with nuance. These “bots” started with human programming and logic, but now their reach extends beyond what their creators ever expected. In this fascinating, frightening book, Christopher Steiner tells the story of how algorithms took over—and shows why the “bot revolution” is about to spill into every aspect of our lives, often silently, without our knowledge. The May 2010 “Flash Crash” exposed Wall Street’s reliance on trading bots to the tune of a 998-point market drop and $1 trillion in vanished market value. But that was just the beginning. In Automate This, we meet bots that are driving cars, penning haiku, and writing music mistaken for Bach’s. They listen in on our customer service calls and figure out what Iran would do in the event of a nuclear standoff. There are algorithms that can pick out the most cohesive crew of astronauts for a space mission or identify the next Jeremy Lin. Some can even ingest statistics from baseball games and spit out pitch-perfect sports journalism indistinguishable from that produced by humans. The interaction of man and machine can make our lives easier. But what will the world look like when algorithms control our hospitals, our roads, our culture, and our national security? What hap­pens to businesses when we automate judgment and eliminate human instinct? And what role will be left for doctors, lawyers, writers, truck drivers, and many others? Who knows—maybe there’s a bot learning to do your job this minute.

A Thousand Brains

Jeff Hawkins
A Thousand Brains Book PDF

Author : Jeff Hawkins
Publisher : Basic Books
Page : 251 pages
File Size : 40,5 Mb
Release : 2021-03-02
Category : Computers
ISBN : 9781541675803

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A Thousand Brains by Jeff Hawkins Pdf

A bestselling author, neuroscientist, and computer engineer unveils a theory of intelligence that will revolutionize our understanding of the brain and the future of AI. For all of neuroscience's advances, we've made little progress on its biggest question: How do simple cells in the brain create intelligence? Jeff Hawkins and his team discovered that the brain uses maplike structures to build a model of the world—not just one model, but hundreds of thousands of models of everything we know. This discovery allows Hawkins to answer important questions about how we perceive the world, why we have a sense of self, and the origin of high-level thought. A Thousand Brains heralds a revolution in the understanding of intelligence. It is a big-think book, in every sense of the word. One of the Financial Times' Best Books of 2021 One of Bill Gates' Five Favorite Books of 2021

Grokking Algorithms

Aditya Bhargava
Grokking Algorithms Book PDF

Author : Aditya Bhargava
Publisher : Simon and Schuster
Page : 354 pages
File Size : 42,8 Mb
Release : 2016-05-12
Category : Computers
ISBN : 9781638353348

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Grokking Algorithms by Aditya Bhargava Pdf

"This book does the impossible: it makes math fun and easy!" - Sander Rossel, COAS Software Systems 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 sneak peek at the fun, illustrated, and friendly examples you'll find in Grokking Algorithms on Manning Publications' YouTube channel. Continue your journey into the world of algorithms with Algorithms in Motion, a practical, hands-on video course available exclusively at Manning.com (www.manning.com/livevideo/algorithms-?in-motion). Purchase of the print book includes a free eBook in PDF, Kindle, and ePub formats from Manning Publications. About the Technology An algorithm is nothing more than a step-by-step procedure for solving a problem. The algorithms you'll use most often as a programmer have already been discovered, tested, and proven. If you want to understand them but refuse to slog through dense multipage proofs, this is the book for you. This fully illustrated and engaging guide makes it easy to learn how to use the most important algorithms effectively in your own programs. About the Book Grokking Algorithms is a friendly take on this core computer science topic. In it, you'll learn how to apply common algorithms to the practical programming problems you face every day. You'll start with tasks like sorting and searching. As you build up your skills, you'll tackle more complex problems like data compression and artificial intelligence. Each carefully presented example includes helpful diagrams and fully annotated code samples in Python. By the end of this book, you will have mastered widely applicable algorithms as well as how and when to use them. What's Inside Covers search, sort, and graph algorithms Over 400 pictures with detailed walkthroughs Performance trade-offs between algorithms Python-based code samples About the Reader This easy-to-read, picture-heavy introduction is suitable for self-taught programmers, engineers, or anyone who wants to brush up on algorithms. About the Author Aditya Bhargava is a Software Engineer with a dual background in Computer Science and Fine Arts. He blogs on programming at adit.io. Table of Contents Introduction to algorithms Selection sort Recursion Quicksort Hash tables Breadth-first search Dijkstra's algorithm Greedy algorithms Dynamic programming K-nearest neighbors

Think Julia

Ben Lauwens,Allen B. Downey
Think Julia Book PDF

Author : Ben Lauwens,Allen B. Downey
Publisher : "O'Reilly Media, Inc."
Page : 298 pages
File Size : 49,9 Mb
Release : 2019-04-05
Category : Computers
ISBN : 9781492044987

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Think Julia by Ben Lauwens,Allen B. Downey Pdf

If you’re just learning how to program, Julia is an excellent JIT-compiled, dynamically typed language with a clean syntax. This hands-on guide uses Julia 1.0 to walk you through programming one step at a time, beginning with basic programming concepts before moving on to more advanced capabilities, such as creating new types and multiple dispatch. Designed from the beginning for high performance, Julia is a general-purpose language ideal for not only numerical analysis and computational science but also web programming and scripting. Through exercises in each chapter, you’ll try out programming concepts as you learn them. Think Julia is perfect for students at the high school or college level as well as self-learners and professionals who need to learn programming basics. Start with the basics, including language syntax and semantics Get a clear definition of each programming concept Learn about values, variables, statements, functions, and data structures in a logical progression Discover how to work with files and databases Understand types, methods, and multiple dispatch Use debugging techniques to fix syntax, runtime, and semantic errors Explore interface design and data structures through case studies

Rehired, Not Retired

Dilip Saraf
Rehired Not Retired Book PDF

Author : Dilip Saraf
Publisher : iUniverse
Page : 579 pages
File Size : 44,6 Mb
Release : 2005-09
Category : Electronic
ISBN : 9780595362585

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Rehired, Not Retired by Dilip Saraf Pdf

The current workforce demography and the emergent job market have put at risk millions of baby boomers' retirement prospects in the U.S. alone. This is now also a global problem. Many, who were anticipating joyous sunset years, have suddenly awakened to the dire future they now face. Since the job-market meltdown triggered in 2001, many have resigned to the idea that the emerging rules for success are beyond them. Regroup, conquer these rules, and learn how to: Reinvent yourself and reengage in ways that you thought out of reach Discover your genius and redefine your value proposition Uncover and then vanquish brand-new job challenges to vivify your everyday life Make your career immune from economic cycles Find meaning in your work and bring back joy that eluded you! Master the art of aligning your purpose with possibilities Retire the word 'retire" from your vocabulary and stop working for a living Eliminate stress from meaningless work Enjoy what you do; live even longer and thrive Proven strategies, object lessons, and handy tools make Rehired a must-have playbook for those frustrated with their stalled careers or worried about their future.