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Hands On Data Structures Algorithms 1500 Mcq E Book


Hands On Data Structures Algorithms 1500 Mcq E Book
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Hands On Data Structures Algorithms 1500 Mcq E Book


Hands On Data Structures Algorithms 1500 Mcq E Book
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Author : Harry Chaudhary.
language : en
Publisher: STCD COMPANY
Release Date : 2018-09-15

Hands On Data Structures Algorithms 1500 Mcq E Book written by Harry Chaudhary. and has been published by STCD COMPANY this book supported file pdf, txt, epub, kindle and other format this book has been release on 2018-09-15 with Computers categories.


Array and Array Operations 6 Stack Operations 9 Queue Operations 16 Singly Linked List Operations 18 Singly Linked List 26 Doubly Linked List 35 Circular Linked List 42 Stack using Array 48 Stack using Linked List 52 Queue using Array 58 Queue using Linked List 64 Priority Queue 67 Double Ended Queue (Dequeue) 72 Stack using Queues 78 Decimal to Binary using Stacks 85 Towers of Hanoi 92 Bit Array 97 Dynamic Array 99 Parallel Array 101 Sparse Array 104 Matrix 112 Skip List 116 Xor Linked List 119 Xor Linked List-II 122 Binary Trees using Array 125 Binary Trees using Linked Lists 129 Preorder Traversal 132 Inorder Traversal 138 Binary Tree Properties 142 Binary Search Tree 145 AVL Tree 151 Cartesian Tree 155 Weight Balanced Tree 158 Red Black Tree 162 Splay Tree 166 Splay Tree 169 Heap 171 Binary Heap 173 Weak Heap 176 Binomial and Fibonacci Heap 178 Hash Tables 182 Direct Addressing Tables 185 Graph 187 Adjacency Matrix 191 Incidence Matrix and Graph Structured Stack 195 Adjacency List 198 Undirected Graph 201 Directed Graph 204 Directed Acyclic Graph 208 Propositional and Directed Acyclic Word Graph 212 Multigraph and Hypergraph 215 Binary Decision Diagrams & And Inverter Graph 218 Linear Search Iterative 221 Binary Search Iterative 229 Uniform Binary Search 233 Fibonacci Search 235 Selection Sort 237 Bubble Sort 240 Merge Sort 243 Pancake Sort 246 Depth First Search 250 Breadth First Search 253 Recursion 256 Factorial using Recursion 262 Fibonacci using Recursion 267 Sum of n Natural Numbers using Recursion 273 String Reversal using Recursion 279 Decimal to Binary Conversion using Recursion 285 Length of a Linked List using Recursion 292 Length of a String using Recursion 297 Largest and Smallest Number in an Array using Recursion 302 Largest and Smallest Number in a Linked List using Recursion 307 Search an Element in an Array using Recursion 313 Search an Element in a Linked List using Recursion 323 Dynamic Programming 331 Fibonacci using Dynamic Programming 334 Coin Change Problem 341 Maximum Sum of Continuous Subarray 346 Kadane’s Algorithm 352 Longest Increasing Subsequence 357 Rod Cutting 362 Minimum Number of Jumps 369 0/1 Knapsack Problem 375 Matrix-chain Multiplication 379 Longest Common Subsequence 387 Longest Palindromic Subsequence 393 Edit Distance Problem 400 Wagner-Fischer Algorithm 407 Catalan Number using Dynamic Programming 413 Assembly Line Scheduling 418 Minimum Insertions to form a Palindrome 425 Maximum Sum Rectangle in a 2D Matrix 432 Balanced Partition 437 Dice Throw Problem 444 Counting Boolean Parenthesizations 452 Topological Sort 455 TEST YOURSELF 458



Computer Fundamentals Success Master Edition 2000 Mcq E Book


Computer Fundamentals Success Master Edition 2000 Mcq E Book
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Author : Harry Chaudhary.
language : en
Publisher: STCD COMPANY
Release Date : 2018-09-20

Computer Fundamentals Success Master Edition 2000 Mcq E Book written by Harry Chaudhary. and has been published by STCD COMPANY this book supported file pdf, txt, epub, kindle and other format this book has been release on 2018-09-20 with Education categories.


Our 2000+ Computer Fundamentals Success Master Questions and Answers focuses on all areas of Computer Fundamentals subject covering 110+ topics in Computer Fundamentals. These topics are chosen from a collection of most authoritative and best reference books on Computer Fundamentals. One should spend 1 hour daily for 15 days to learn and assimilate Computer Fundamentals comprehensively. This way of systematic learning will prepare anyone easily towards Computer Fundamentals interviews, online tests, Examinations and Certifications. Highlights  2000+ Basic and Hard Core High level Multiple Choice Questions & Answers in Computer Fundamentals with Explanations.  Prepare anyone easily towards Computer Fundamentals interviews, online tests, Government Examinations and certifications.  Every MCQ set focuses on a specific topic in Computer Fundamentals.  Specially designed for IBPS IT, SBI IT, RRB IT, GATE CSE, UGC NET CS, PROGRAMMER, RSCIT and other IT & Computer Science related Exams. Who should Practice these Computer Fundamentals Questions?  Anyone wishing to sharpen their skills on Computer Fundamentals.  Anyone preparing for aptitude test in Computer Fundamentals.  Anyone preparing for interviews (campus/off-campus interviews, walk-in interviews)  Anyone preparing for entrance examinations and other competitive examinations.  All – Experienced, Freshers and Students.



Hands On Computer Networks 1500 Mcq E Book Test Series


Hands On Computer Networks 1500 Mcq E Book Test Series
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Author : Harry Chaudhary.
language : en
Publisher: STCD COMPANY
Release Date : 2018-08-15

Hands On Computer Networks 1500 Mcq E Book Test Series written by Harry Chaudhary. and has been published by STCD COMPANY this book supported file pdf, txt, epub, kindle and other format this book has been release on 2018-08-15 with Computers categories.


Our 1500+ Computer Networks questions and answers focuses on all areas of Computer Networks subject covering 100+ topics in Operating Systems. These topics are chosen from a collection of most authoritative and best reference books on Computer Networks. One should spend 1 hour daily for 15 days to learn and assimilate Computer Networks comprehensively. This way of systematic learning will prepare anyone easily towards Computer Networks interviews, online tests, examinations and certifications. Highlights Ø 1500+ Basic and Hard Core High level Multiple Choice Questions & Answers in Computer Networks with explanations. Ø Prepare anyone easily towards Computer Networks interviews, online tests, Government Examinations and certifications. Ø Every MCQ set focuses on a specific topic in Computer Networks. Ø Specially designed for IBPS IT, SBI IT, RRB IT, GATE CSE, UGC NET CS, PROGRAMMER and other IT & Computer Science related exams. Who should Practice these Operating Systems Questions? Ø Anyone wishing to sharpen their skills on Computer Networks. Ø Anyone preparing for aptitude test in Computer Networks. Ø Anyone preparing for interviews (campus/off-campus interviews, walk-in interview and company interviews) Ø Anyone preparing for entrance examinations and other competitive examinations. Ø All – Experienced, Freshers and Students. Computer Networks Basics --------------------------------------------------------------------6 Access Networks --------------------------------------------------------------------------------10 Reference Models ------------------------------------------------------------------------------13 Physical Layer ------------------------------------------------------------------------------------17 Data Link Layer -----------------------------------------------------------------------------------19 Network Layer ------------------------------------------------------------------------------------21 Transport Layer ----------------------------------------------------------------------------------23 Topology -------------------------------------------------------------------------------------------25 Multiplexing --------------------------------------------------------------------------------------27 Delays and Loss ----------------------------------------------------------------------------------29 Network Attacks ---------------------------------------------------------------------------------31 Physical Media -----------------------------------------------------------------------------------33 Packet Switching & Circuit Switching -------------------------------------------------------35 Application Layer - ------------------------------------------------------------------------------37 HTTP ------------------------------------------------------------------------------------------------41 HTTP & FTP ---------------------------------------------------------------------------------------44 FTP --------------------------------------------------------------------------------------------------46 SMTP -----------------------------------------------------------------------------------------------48 DNS--------------------------------------------------------------------------------------------------52 SSH --------------------------------------------------------------------------------------------------54 DHCP -----------------------------------------------------------------------------------------------56 IPSecurity -----------------------------------------------------------------------------------------58 Virtual Private Networks ----------------------------------------------------------------------60 SMI -------------------------------------------------------------------------------------------------63 SNMP -----------------------------------------------------------------------------------------------66 TELNET ---------------------------------------------------------------------------------------------69 TCP --------------------------------------------------------------------------------------------------72 UDP -------------------------------------------------------------------------------------------------77 AH and ESP Protocols --------------------------------------------------------------------------80 Congestion Control -----------------------------------------------------------------------------83 Virtual Circuit -------------------------------------------------------------------------------------86 ATM & Frame Relay -----------------------------------------------------------------------------89 WWW ----------------------------------------------------------------------------------------------93 IPv4 & Addressing -------------------------------------------------------------------------------95 IPv6 & Addressing -------------------------------------------------------------------------------99 P2P Applications --------------------------------------------------------------------------------103 ICMP -----------------------------------------------------------------------------------------------106 Transition from IPV4 to IPV6 ----------------------------------------------------------------109 IPV4 and IPV6 Comparision ------------------------------------------------------------------111 Analyzing Subnet Masks ----------------------------------------------------------------------114 Designing Subnet Masks ----------------------------------------------------------------------117 IP Routing -----------------------------------------------------------------------------------------121 RIP v1 ----------------------------------------------------------------------------------------------125 RIP v2 ----------------------------------------------------------------------------------------------128 Cryptography ------------------------------------------------------------------------------------131 PORTS ---------------------------------------------------------------------------------------------134 Socket Programming --------------------------------------------------------------------------137 Cookies --------------------------------------------------------------------------------------------139 Web Caching -------------------------------------------------------------------------------------142 Packet Forwarding & Routing ---------------------------------------------------------------145 Security in The Internet -----------------------------------------------------------------------147 OSPF -----------------------------------------------------------------------------------------------149 OSPF Configuration ----------------------------------------------------------------------------152 Datagram Networks ---------------------------------------------------------------------------156 Firewalls ------------------------------------------------------------------------------------------159 Network Management ------------------------------------------------------------------------162 Network Utilities -------------------------------------------------------------------------------165 ETHERNET ----------------------------------------------------------------------------------------167 WIRELESS LAN ----------------------------------------------------------------------------------169 INTERNET ----------------------------------------------------------------------------------------171 BLUETOOTH -------------------------------------------------------------------------------------173 WiMax --------------------------------------------------------------------------------------------175 SONET ---------------------------------------------------------------------------------------------177 RTP -------------------------------------------------------------------------------------------------179 RPC ------------------------------------------------------------------------------------------------181 Intrusion Detection Systems ----------------------------------------------------------------183 PPP -------------------------------------------------------------------------------------------------186 EIGRP ----------------------------------------------------------------------------------------------189 STP -------------------------------------------------------------------------------------------------191 600 MCQ TEST YOURSELF- RANDOM EXERCISE -----------------------------------194-284



Hands On Object Oriented Programming 1000 Mcq Ebook


Hands On Object Oriented Programming 1000 Mcq Ebook
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Author : Harry Chaudhary.
language : en
Publisher: STCD COMPANY
Release Date : 2018-08-15

Hands On Object Oriented Programming 1000 Mcq Ebook written by Harry Chaudhary. and has been published by STCD COMPANY this book supported file pdf, txt, epub, kindle and other format this book has been release on 2018-08-15 with Computers categories.


Our 1000+ Object Oriented Programming Questions and Answers focuses on all areas of Object Oriented Programming subject covering 100+ topics in Object Oriented Programming. These topics are chosen from a collection of most authoritative and best reference books on Object Oriented Programming. One should spend 1 hour daily for 15 days to learn and assimilate Object Oriented Programming comprehensively. This way of systematic learning will prepare anyone easily towards Object Oriented Programming interviews, online tests, Examinations and Certifications. Highlights Ø 1000+ Basic and Hard Core High level Multiple Choice Questions & Answers in Object Oriented Programming with Explanations. Ø Prepare anyone easily towards Object Oriented Programming interviews, online tests, Government Examinations and certifications. Ø Every MCQ set focuses on a specific topic in Object Oriented Programming. Ø Specially designed for IBPS IT, SBI IT, RRB IT, GATE CSE, UGC NET CS, PROGRAMMER and other IT & Computer Science related Exams. Who should Practice these Operating Systems Questions? Ø Anyone wishing to sharpen their skills on Object Oriented Programming. Ø Anyone preparing for aptitude test in Object Oriented Programming. Ø Anyone preparing for interviews (campus/off-campus interviews, walk-in interview and company interviews) Ø Anyone preparing for entrance examinations and other competitive examinations. Ø All – Experienced, Freshers and Students. OOPs Basic Concepts -----------------------------------------------------------------------------7 Classes-----------------------------------------------------------------------------------------------11 Objects----------------------------------------------------------------------------------------------15 OOPs Features-------------------------------------------------------------------------------------19 Polymorphism -------------------------------------------------------------------------------------23 Encapsulation--------------------------------------------------------------------------------------29 Abstraction-----------------------------------------------------------------------------------------34 Constructors ---------------------------------------------------------------------------------------38 Types of Constructors----------------------------------------------------------------------------43 Copy Constructor---------------------------------------------------------------------------------48 Overloading Constructors-----------------------------------------------------------------------52 Execution of Constructor or Destructor ----------------------------------------------------57 Destructors-----------------------------------------------------------------------------------------61 Access Specifiers- --------------------------------------------------------------------------------66 Private Access Specifiers -----------------------------------------------------------------------70 Protected Access Specifiers--------------------------------------------------------------------76 Public Access Specifier --------------------------------------------------------------------------82 Data Members ------------------------------------------------------------------------------------87 Member Functions-------------------------------------------------------------------------------91 Local Class------------------------------------------------------------------------------------------95 Nested Class ---------------------------------------------------------------------------------------99 Passing and Returning Object with Functions--------------------------------------------104 Object Reference--------------------------------------------------------------------------------109 Memory Allocation of Object-----------------------------------------------------------------114 Object Use-----------------------------------------------------------------------------------------124 Abstract Class-------------------------------------------------------------------------------------128 Template Class------------------------------------------------------------------------------------132 Base Class------------------------------------------------------------------------------------------137 Derived Class--------------------------------------------------------------------------------------141 Class Use ------------------------------------------------------------------------------------------145 Inheritance----------------------------------------------------------------------------------------149 Types of Inheritance----------------------------------------------------------------------------153 Single Level Inheritance------------------------------------------------------------------------158 Multilevel Inheritance--------------------------------------------------------------------------164 Multiple Inheritance----------------------------------------------------------------------------169 Hierarchical Inheritance------------------------------------------------------------------------178 Virtual Functions --------------------------------------------------------------------------------182 Abstract Function--------------------------------------------------------------------------------186 Types of Member Functions------------------------------------------------------------------190 Member Operator Function------------------------------------------------------------------194 Overloading Member Functions-------------------------------------------------------------199 Overriding Member Functions---------------------------------------------------------------204 Constant Member Functions-----------------------------------------------------------------209 Private Member Functions--------------------------------------------------------------------213 Public Member Functions --------------------------------------------------------------------217 Exception Handling-----------------------------------------------------------------------------222 Catching Class Types---------------------------------------------------------------------------227 Static Data Members---------------------------------------------------------------------------231 Static Member Functions---------------------------------------------------------------------236 Passing Object to Functions------------------------------------------------------------------240 Returning Objects-------------------------------------------------------------------------------245 Assigning Objects -------------------------------------------------------------------------------249 Pointer to Objects-------------------------------------------------------------------------------254 This Pointer---------------------------------------------------------------------------------------259 Default Arguments------------------------------------------------------------------------------263 Constructors Overloading---------------------------------------------------------------------267 Upcasting------------------------------------------------------------------------------------------271 Downcasting--------------------------------------------------------------------------------------276 New Operator------------------------------------------------------------------------------------280 Delete Operator----------------------------------------------------------------------------------284 Automatic Variable------------------------------------------------------------------------------288 Extern Variable ----------------------------------------------------------------------------------292 Inbuilt Classes------------------------------------------------------------------------------------297 IO Class --------------------------------------------------------------------------------------------301 String Class----------------------------------------------------------------------------------------305



Grokking Algorithms


Grokking Algorithms
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Author : Aditya Bhargava
language : en
Publisher: Simon and Schuster
Release Date : 2016-05-12

Grokking Algorithms written by Aditya Bhargava and has been published by Simon and Schuster this book supported file pdf, txt, epub, kindle and other format this book has been release on 2016-05-12 with Computers categories.


"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



The Data Science Design Manual


The Data Science Design Manual
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Author : Steven S. Skiena
language : en
Publisher: Springer
Release Date : 2017-07-01

The Data Science Design Manual written by Steven S. Skiena and has been published by Springer this book supported file pdf, txt, epub, kindle and other format this book has been release on 2017-07-01 with Computers categories.


This engaging and clearly written textbook/reference provides a must-have introduction to the rapidly emerging interdisciplinary field of data science. It focuses on the principles fundamental to becoming a good data scientist and the key skills needed to build systems for collecting, analyzing, and interpreting data. The Data Science Design Manual is a source of practical insights that highlights what really matters in analyzing data, and provides an intuitive understanding of how these core concepts can be used. The book does not emphasize any particular programming language or suite of data-analysis tools, focusing instead on high-level discussion of important design principles. This easy-to-read text ideally serves the needs of undergraduate and early graduate students embarking on an “Introduction to Data Science” course. It reveals how this discipline sits at the intersection of statistics, computer science, and machine learning, with a distinct heft and character of its own. Practitioners in these and related fields will find this book perfect for self-study as well. Additional learning tools: Contains “War Stories,” offering perspectives on how data science applies in the real world Includes “Homework Problems,” providing a wide range of exercises and projects for self-study Provides a complete set of lecture slides and online video lectures at www.data-manual.com Provides “Take-Home Lessons,” emphasizing the big-picture concepts to learn from each chapter Recommends exciting “Kaggle Challenges” from the online platform Kaggle Highlights “False Starts,” revealing the subtle reasons why certain approaches fail Offers examples taken from the data science television show “The Quant Shop” (www.quant-shop.com)



Bayesian Data Analysis Third Edition


Bayesian Data Analysis Third Edition
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Author : Andrew Gelman
language : en
Publisher: CRC Press
Release Date : 2013-11-01

Bayesian Data Analysis Third Edition written by Andrew Gelman and has been published by CRC Press this book supported file pdf, txt, epub, kindle and other format this book has been release on 2013-11-01 with Mathematics categories.


Now in its third edition, this classic book is widely considered the leading text on Bayesian methods, lauded for its accessible, practical approach to analyzing data and solving research problems. Bayesian Data Analysis, Third Edition continues to take an applied approach to analysis using up-to-date Bayesian methods. The authors—all leaders in the statistics community—introduce basic concepts from a data-analytic perspective before presenting advanced methods. Throughout the text, numerous worked examples drawn from real applications and research emphasize the use of Bayesian inference in practice. New to the Third Edition Four new chapters on nonparametric modeling Coverage of weakly informative priors and boundary-avoiding priors Updated discussion of cross-validation and predictive information criteria Improved convergence monitoring and effective sample size calculations for iterative simulation Presentations of Hamiltonian Monte Carlo, variational Bayes, and expectation propagation New and revised software code The book can be used in three different ways. For undergraduate students, it introduces Bayesian inference starting from first principles. For graduate students, the text presents effective current approaches to Bayesian modeling and computation in statistics and related fields. For researchers, it provides an assortment of Bayesian methods in applied statistics. Additional materials, including data sets used in the examples, solutions to selected exercises, and software instructions, are available on the book’s web page.



Python For Data Analysis


Python For Data Analysis
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Author : Wes McKinney
language : en
Publisher: "O'Reilly Media, Inc."
Release Date : 2017-09-25

Python For Data Analysis written by Wes McKinney and has been published by "O'Reilly Media, Inc." this book supported file pdf, txt, epub, kindle and other format this book has been release on 2017-09-25 with Computers categories.


Get complete instructions for manipulating, processing, cleaning, and crunching datasets in Python. Updated for Python 3.6, the second edition of this hands-on guide is packed with practical case studies that show you how to solve a broad set of data analysis problems effectively. You’ll learn the latest versions of pandas, NumPy, IPython, and Jupyter in the process. Written by Wes McKinney, the creator of the Python pandas project, this book is a practical, modern introduction to data science tools in Python. It’s ideal for analysts new to Python and for Python programmers new to data science and scientific computing. Data files and related material are available on GitHub. Use the IPython shell and Jupyter notebook for exploratory computing Learn basic and advanced features in NumPy (Numerical Python) Get started with data analysis tools in the pandas library Use flexible tools to load, clean, transform, merge, and reshape data Create informative visualizations with matplotlib Apply the pandas groupby facility to slice, dice, and summarize datasets Analyze and manipulate regular and irregular time series data Learn how to solve real-world data analysis problems with thorough, detailed examples



Structure And Interpretation Of Computer Programs


Structure And Interpretation Of Computer Programs
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Author : Harold Abelson
language : en
Publisher: MIT Press
Release Date : 2022-05-03

Structure And Interpretation Of Computer Programs written by Harold Abelson and has been published by MIT Press this book supported file pdf, txt, epub, kindle and other format this book has been release on 2022-05-03 with Computers categories.


A new version of the classic and widely used text adapted for the JavaScript programming language. Since the publication of its first edition in 1984 and its second edition in 1996, Structure and Interpretation of Computer Programs (SICP) has influenced computer science curricula around the world. Widely adopted as a textbook, the book has its origins in a popular entry-level computer science course taught by Harold Abelson and Gerald Jay Sussman at MIT. SICP introduces the reader to central ideas of computation by establishing a series of mental models for computation. Earlier editions used the programming language Scheme in their program examples. This new version of the second edition has been adapted for JavaScript. The first three chapters of SICP cover programming concepts that are common to all modern high-level programming languages. Chapters four and five, which used Scheme to formulate language processors for Scheme, required significant revision. Chapter four offers new material, in particular an introduction to the notion of program parsing. The evaluator and compiler in chapter five introduce a subtle stack discipline to support return statements (a prominent feature of statement-oriented languages) without sacrificing tail recursion. The JavaScript programs included in the book run in any implementation of the language that complies with the ECMAScript 2020 specification, using the JavaScript package sicp provided by the MIT Press website.



Introduction To High Performance Scientific Computing


Introduction To High Performance Scientific Computing
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Author : Victor Eijkhout
language : en
Publisher: Lulu.com
Release Date : 2010

Introduction To High Performance Scientific Computing written by Victor Eijkhout and has been published by Lulu.com this book supported file pdf, txt, epub, kindle and other format this book has been release on 2010 with Computers categories.


This is a textbook that teaches the bridging topics between numerical analysis, parallel computing, code performance, large scale applications.