Difference between revisions of "Test"

(→‎Algorithms & Data Structures)
m (→‎Databases)
Line 56: Line 56:
 
Description
 
Description
 
|-
 
|-
−
| [http://www.flipkart.com/database-systems-models-languages-design-application-programming-models-languages-design-english-6th/p/itmdgt9kundwyaxr?pid=9788131792476&otracker=latest-item ''Database Systems'']
+
| [https://www.youtube.com/playlist?list=PLyvBGMFYV3auVdxQ1-88ivNFpmUEy-U3M ''DBMS NPTEL PPC - IIT KGP'']
−
Elmasri, Navathe
+
NPTEL
−
| Covers entire GATE syllabus and especially good for file structures and normalization
+
| IIT KGP PPC DBMS lecture is good one
 
|-
 
|-
−
| [http://www.flipkart.com/database-systems-practical-approach-design-implementation-management-english-4th/p/itmdwrb2tzvhh956?pid=9788131720257&icmpid=reco_pp_same_book_book_4&ppid=9788177585568 ''Database Systems'' ]
+
| [http://web.stanford.edu/class/cs145/ ''CS145 Introduction to Databases'' ]
−
Connolly, Begg
+
Stanford
−
| Covers entire GATE syllabus and is easy to understand.
+
|Course and slides for DBMS
−
|-
 
−
| [http://www.flipkart.com/database-management-systems-english-3rd/p/itmdy5c3mgcb78dt?pid=9789339213114&otracker=from-search&srno=t_1&query=database+ragu&ref=8b7451f0-6450-457d-8d91-19eb6d44584a ''Database Management Systems'']
 
−
Raghu Ramakrishnan
 
−
| Another very good book especially for Transaction management and Normalization.
 
−
|-
 
−
|[http://www.flipkart.com/database-system-complete-book-english-1st/p/itmdytst2qhzfgaa ''Database System'' ]
 
−
Widom, Ullman, Garcia-Molina
 
−
|Another very good book.
 
−
|-
 
−
|[http://www.flipkart.com/database-system-concepts-6e-english-6th/p/itmdx5hyjtjjud7b?pid=9789332901384&otracker=from-search&srno=t_1&query=database+silbershatz&ref=46fc387d-8cd6-4a89-975e-5bc84090dfe ''Database System Concepts'']
 
−
Silberschatz
 
−
|Very good book but English is bit high standard
 
 
|}
 
|}
−
 
−
 
−
 
  
 
==Compiler Design==
 
==Compiler Design==

Revision as of 18:11, 9 October 2014

Algorithms & Data Structures

Algorithms:

  • Analysis, Asymptotic notation, Notions of space and time complexity, Worst and average case analysis;
  • Design: Greedy approach, Dynamic programming, Divide-and-conquer;
  • Tree and graph traversals, Connected components, Spanning trees, Shortest paths;
  • Hashing, Sorting, Searching.
  • Asymptotic analysis (best, worst, average cases) of time and space, upper and lower bounds, Basic concepts of complexity classes – P, NP, NP-hard, NP-complete.

Data Structures:

  • Abstract data types, Arrays, Stacks, Queues
  • Linked Lists
  • Trees, Binary search trees, Binary heaps.

Book

Description

Algorithms

Shai Simonson, Aduni.org

Aduni.org: before you do any other thing, the first thing to do is watch these videos, you won’t believe how awesome Shai is.
Introduction to Algorithms

Leiserson, OCW.MIT

One of the lecturers is C. Leiserson, The “L” in CLRS..
Introduction to Data Structures & Algorithms

NPTEL


Coursera Course

Kevin Wayne, Robert Sedgewick, Princeton University

Course and materials

Databases

  • ER-model, Relational model (relational algebra, tuple calculus)
  • Database design (integrity constraints, normal forms)
  • Query languages (SQL)
  • File structures (sequential files, indexing, B and B+ trees)
  • Transactions and concurrency control
Book

Description

DBMS NPTEL PPC - IIT KGP

NPTEL

IIT KGP PPC DBMS lecture is good one
CS145 Introduction to Databases

Stanford

Course and slides for DBMS

Compiler Design

  • Lexical analysis, Parsing
  • Syntax directed translation, Runtime environments
  • Intermediate and target code generation, Basics of code optimization.
Book

Description

Compilers : Principles, Techniques, & Tools

Aho, Sethi, Ulman, Lam

One and only book. If you find the explanations tough, start looking at the given examples, they are easy to follow



Operating Systems

  • Processes, Threads, Inter-process communication
  • Concurrency, Synchronization
  • Deadlock
  • CPU scheduling
  • Memory management and virtual memory
  • File systems, I/O systems, Protection and security.
Book

Description

Operating System Concepts

Silberschatz, Galvin

Very good for learning theory in OS. English is good to understand. Writing style is pretty easy and fun. Enough for GATE
Modern Operating Systems

Tanenbaum

The Book , but if you read Galvin it is ok , read Tanenbaum for more Knowledge. It contains great number of problems. Also includes some of theory that is not included in Galvin’s book.



Theory of Computation

  • Regular languages and finite automata
  • Context free languages and Push-down automata
  • Recursively enumerable sets and Turing machines
  • Undecidability.
Book

Description

An Introduction To Formal Languages And Automata

Peter Linz

Most recommended one for GATE
Introduction to Theory of Computation

Sipser

Sipser is a quick and comprehensive guide. It is recommended to be read after you have grip on the subject.
Introduction To Computer Theory

Cohen

Cohen can be read if very good detailed analysis is required. SPOON FEEDING !
Introduction to Automata Theory, Languages, and Computation

Hopcroft

In most colleges you will find this book as a Main book , but believe me within Cohen or Linz, if you read any one of them , Enough!



CO & Architecture

  • Machine instructions and addressing modes
  • ALU and data-path, CPU control design
  • Memory interface, I/O interface (Interrupt and DMA mode)
  • Instruction pipelining
  • Cache and main memory, Secondary storage.
Book

Description

Computer Organization

Vranesic, Zaky, Hamacher

Computer Organization and Architecture : Designing for Performance

Stallings

Computer Systems: A Programmers perspective This is a really good book in perspective of architecture as a simple view of how the actual hardware is organised is given. Apart from the classical confusing diagrams, this book has simple ones which is quite clear in its meaning. The explanation for pipeline execution and hazards are really good. This book is no longer in print, but you can get its pdf by clicking in the link provided. Highly recommended if you have time as this covers many of the other CS subjects as well.



Computer Networks

  • ISO/OSI stack, LAN technologies (Ethernet, Token ring)
  • Flow and error control techniques, Routing algorithms, Congestion control
  • TCP/UDP and sockets, IP(v4), Application layer protocols (icmp, dns, smtp, pop, ftp, http)
  • Basic concepts of hubs, switches, gateways, and routers
  • Network security – basic concepts of public key and private key cryptography, digital signature, firewalls
Book

Description

Computer Networks

Peterson, Davie

Most recommended for GATE
Data Communication & Networks

Forouzan

Good book with Basics clear
Computer Netwroks

Tanenbaum, Wetherall

One can not neglect the amazing book by tanenbaum. It contains everything in a very well written way. It is amusing and `it deals with issues in a manner you want to do. If you are starting the subject, go with it. It is not recommended for last time reading. Keep making good notes if you read his book.
Computer Networking: A Top-Down Approach

Kurose

Kurose is best for Almost all fundamental concept with clear figure and very understandable manners



Programming

  • Programming in C
  • Functions, Recursion
  • Parameter passing, Scope, Binding
Book

Description

Computer Science 61B - Fall 2006

UCBerkeley

Data Structures Using C

Aaron M. Tenenbaum

For most of the data structure concepts



Digital Logic

  • Logic functions, Minimization
  • Design and synthesis of combinational and sequential circuits
  • Number representation and computer arithmetic (fixed and floating point)
Book

Description

Digital Logic & Computer Design

Morris Mano

No Comment… One and only…



Information Systems and Software Engineering

  • Information gathering, requirement and feasibility analysis data flow diagrams
  • Process specifications, input/output design, process life cycle
  • Planning and managing the project, design, coding
  • Testing, implementation, maintenance.
Book

Description

Software Engineering

Pressman

Just see the GATE topics from this bible.



Web technologies

  • HTML, XML
  • Basic concepts of client-server computing
Book

Description

Web Technologies Basics

Telerik Academy

This presentation is enough for GATE.


Engineering Mathematics

Mathematical Logic

  • Propositional Logic
  • First Order Logic
Book

Description

Mathematical Introduction to Logic

Enderton

Buy only if needed. The GATE topic is only till first order logic and these questions can be solved just by practising previous year papers. But NEVER ignore this topic.

Combinatory & Probability

Combinatory

  • Permutations, Combinations
  • Counting, Summation
  • Generating functions, recurrence relations, asymptotics

Probability

  • Conditional Probability
  • Mean, Median, Mode and Standard Deviation
  • Random Variables
  • Distributions; uniform, normal, exponential, Poisson, Binomial.
Book

Description

A First Course in Probability

Ross

Sheldon ross’s book (1st course in Probability) is undoubtedly very good. But you have to read this book very deeply page by page.


Set Theory & Algebra

  • Sets, Relations, Functions
  • Groups
  • Partial Orders, Lattice
  • Boolean Algebra
Book

Description

Discrete Mathematics and Its Applications with Combinatorics and Graph Theory

Rosen

Best book for Discrete Mathematics. Even covers Graph Theory.

Graph Theory

  • Connectivity, spanning trees
  • Cut vertices & edges
  • Covering, matching, independent sets
  • Colouring, Planarity, Isomorphism
Book

Description

Introduction to Graph Theory

Douglas B. West

First 4 chapters are important for GATE
Graph Theory With Applications To Engineering And Computer Science

Deo

Good and concise books. If you have followed this book during bachelors, then it is enough for GATE.


Linear Algebra

  • Algebra of matrices, determinants
  • Systems of linear equations
  • Eigen values and Eigen vectors
Book

Description

Higher Engineering Mathematics

Grewal

Grewal's book is sufficient for Linear Algebra in GATE (it is needed for other mathematical subjects)
Linear Algebra and its Applications

Gilbert Strang

This is the best book for Linear algebra

Numerical Methods & Calculus

Numerical Methods

  • LU decomposition for systems of linear equations
  • Numerical solutions of non-linear algebraic equations by Secant, Bisection and Newton-Raphson Methods
  • Numerical integration by trapezoidal and Simpson’s rules

Calculus

  • Limit, Continuity & differentiability
  • Mean value theorems
  • Theorems of integral calculus, evaluation of definite & improper integrals
  • Partial derivatives, Total derivatives, maxima & minima
Book

Description

Higher Engineering Mathematics

Grewal

Enough for GATE
Calculus

Gilbert Strang

If you have time, go through the book and videos in this link.

General Aptitude

Numerical Ability

  • Numerical computation
  • Numerical estimation
  • Numerical reasoning and data interpretation
Book

Description

Quantitative Aptitude For Competitive Examinations

Aggarwal

Those having good aptitude skills can do without this book. But do refresh the problems in progression, cost-selling price etc. Questions in aptitude are easy but scoring in this topic is very important to the final GATE score.

Verbal Ability

  • English grammar, sentence completion
  • Verbal analogies, word groups
  • Instructions, critical reasoning and verbal deduction
Book

Description

A Modern Approach to Verbal Reasoning

Aggarwal

If your English is good enough no need to buy this book. But I recommend giving a little importance to this topic.
Retrieved from "https://gatecse.in/w/index.php?title=Test&oldid=4415"

Algorithms & Data Structures[edit]

Algorithms:

  • Analysis, Asymptotic notation, Notions of space and time complexity, Worst and average case analysis;
  • Design: Greedy approach, Dynamic programming, Divide-and-conquer;
  • Tree and graph traversals, Connected components, Spanning trees, Shortest paths;
  • Hashing, Sorting, Searching.
  • Asymptotic analysis (best, worst, average cases) of time and space, upper and lower bounds, Basic concepts of complexity classes – P, NP, NP-hard, NP-complete.

Data Structures:

  • Abstract data types, Arrays, Stacks, Queues
  • Linked Lists
  • Trees, Binary search trees, Binary heaps.

Book

Description

Algorithms

Shai Simonson, Aduni.org

Aduni.org: before you do any other thing, the first thing to do is watch these videos, you won’t believe how awesome Shai is.
Introduction to Algorithms

Leiserson, OCW.MIT

One of the lecturers is C. Leiserson, The “L” in CLRS..
Introduction to Data Structures & Algorithms

NPTEL


Coursera Course

Kevin Wayne, Robert Sedgewick, Princeton University

Course and materials

Databases[edit]

  • ER-model, Relational model (relational algebra, tuple calculus)
  • Database design (integrity constraints, normal forms)
  • Query languages (SQL)
  • File structures (sequential files, indexing, B and B+ trees)
  • Transactions and concurrency control
Book

Description

Database Systems

Elmasri, Navathe

Covers entire GATE syllabus and especially good for file structures and normalization
Database Systems

Connolly, Begg

Covers entire GATE syllabus and is easy to understand.
Database Management Systems

Raghu Ramakrishnan

Another very good book especially for Transaction management and Normalization.
Database System

Widom, Ullman, Garcia-Molina

Another very good book.
Database System Concepts

Silberschatz

Very good book but English is bit high standard



Compiler Design[edit]

  • Lexical analysis, Parsing
  • Syntax directed translation, Runtime environments
  • Intermediate and target code generation, Basics of code optimization.
Book

Description

Compilers : Principles, Techniques, & Tools

Aho, Sethi, Ulman, Lam

One and only book. If you find the explanations tough, start looking at the given examples, they are easy to follow



Operating Systems[edit]

  • Processes, Threads, Inter-process communication
  • Concurrency, Synchronization
  • Deadlock
  • CPU scheduling
  • Memory management and virtual memory
  • File systems, I/O systems, Protection and security.
Book

Description

Operating System Concepts

Silberschatz, Galvin

Very good for learning theory in OS. English is good to understand. Writing style is pretty easy and fun. Enough for GATE
Modern Operating Systems

Tanenbaum

The Book , but if you read Galvin it is ok , read Tanenbaum for more Knowledge. It contains great number of problems. Also includes some of theory that is not included in Galvin’s book.



Theory of Computation[edit]

  • Regular languages and finite automata
  • Context free languages and Push-down automata
  • Recursively enumerable sets and Turing machines
  • Undecidability.
Book

Description

An Introduction To Formal Languages And Automata

Peter Linz

Most recommended one for GATE
Introduction to Theory of Computation

Sipser

Sipser is a quick and comprehensive guide. It is recommended to be read after you have grip on the subject.
Introduction To Computer Theory

Cohen

Cohen can be read if very good detailed analysis is required. SPOON FEEDING !
Introduction to Automata Theory, Languages, and Computation

Hopcroft

In most colleges you will find this book as a Main book , but believe me within Cohen or Linz, if you read any one of them , Enough!



CO & Architecture[edit]

  • Machine instructions and addressing modes
  • ALU and data-path, CPU control design
  • Memory interface, I/O interface (Interrupt and DMA mode)
  • Instruction pipelining
  • Cache and main memory, Secondary storage.
Book

Description

Computer Organization

Vranesic, Zaky, Hamacher

Computer Organization and Architecture : Designing for Performance

Stallings

Computer Systems: A Programmers perspective This is a really good book in perspective of architecture as a simple view of how the actual hardware is organised is given. Apart from the classical confusing diagrams, this book has simple ones which is quite clear in its meaning. The explanation for pipeline execution and hazards are really good. This book is no longer in print, but you can get its pdf by clicking in the link provided. Highly recommended if you have time as this covers many of the other CS subjects as well.



Computer Networks[edit]

  • ISO/OSI stack, LAN technologies (Ethernet, Token ring)
  • Flow and error control techniques, Routing algorithms, Congestion control
  • TCP/UDP and sockets, IP(v4), Application layer protocols (icmp, dns, smtp, pop, ftp, http)
  • Basic concepts of hubs, switches, gateways, and routers
  • Network security – basic concepts of public key and private key cryptography, digital signature, firewalls
Book

Description

Computer Networks

Peterson, Davie

Most recommended for GATE
Data Communication & Networks

Forouzan

Good book with Basics clear
Computer Netwroks

Tanenbaum, Wetherall

One can not neglect the amazing book by tanenbaum. It contains everything in a very well written way. It is amusing and `it deals with issues in a manner you want to do. If you are starting the subject, go with it. It is not recommended for last time reading. Keep making good notes if you read his book.
Computer Networking: A Top-Down Approach

Kurose

Kurose is best for Almost all fundamental concept with clear figure and very understandable manners



Programming[edit]

  • Programming in C
  • Functions, Recursion
  • Parameter passing, Scope, Binding
Book

Description

Computer Science 61B - Fall 2006

UCBerkeley

Data Structures Using C

Aaron M. Tenenbaum

For most of the data structure concepts



Digital Logic[edit]

  • Logic functions, Minimization
  • Design and synthesis of combinational and sequential circuits
  • Number representation and computer arithmetic (fixed and floating point)
Book

Description

Digital Logic & Computer Design

Morris Mano

No Comment… One and only…



Information Systems and Software Engineering[edit]

  • Information gathering, requirement and feasibility analysis data flow diagrams
  • Process specifications, input/output design, process life cycle
  • Planning and managing the project, design, coding
  • Testing, implementation, maintenance.
Book

Description

Software Engineering

Pressman

Just see the GATE topics from this bible.



Web technologies[edit]

  • HTML, XML
  • Basic concepts of client-server computing
Book

Description

Web Technologies Basics

Telerik Academy

This presentation is enough for GATE.


Engineering Mathematics[edit]

Mathematical Logic[edit]

  • Propositional Logic
  • First Order Logic
Book

Description

Mathematical Introduction to Logic

Enderton

Buy only if needed. The GATE topic is only till first order logic and these questions can be solved just by practising previous year papers. But NEVER ignore this topic.

Combinatory & Probability[edit]

Combinatory

  • Permutations, Combinations
  • Counting, Summation
  • Generating functions, recurrence relations, asymptotics

Probability

  • Conditional Probability
  • Mean, Median, Mode and Standard Deviation
  • Random Variables
  • Distributions; uniform, normal, exponential, Poisson, Binomial.
Book

Description

A First Course in Probability

Ross

Sheldon ross’s book (1st course in Probability) is undoubtedly very good. But you have to read this book very deeply page by page.


Set Theory & Algebra[edit]

  • Sets, Relations, Functions
  • Groups
  • Partial Orders, Lattice
  • Boolean Algebra
Book

Description

Discrete Mathematics and Its Applications with Combinatorics and Graph Theory

Rosen

Best book for Discrete Mathematics. Even covers Graph Theory.

Graph Theory[edit]

  • Connectivity, spanning trees
  • Cut vertices & edges
  • Covering, matching, independent sets
  • Colouring, Planarity, Isomorphism
Book

Description

Introduction to Graph Theory

Douglas B. West

First 4 chapters are important for GATE
Graph Theory With Applications To Engineering And Computer Science

Deo

Good and concise books. If you have followed this book during bachelors, then it is enough for GATE.


Linear Algebra[edit]

  • Algebra of matrices, determinants
  • Systems of linear equations
  • Eigen values and Eigen vectors
Book

Description

Higher Engineering Mathematics

Grewal

Grewal's book is sufficient for Linear Algebra in GATE (it is needed for other mathematical subjects)
Linear Algebra and its Applications

Gilbert Strang

This is the best book for Linear algebra

Numerical Methods & Calculus[edit]

Numerical Methods

  • LU decomposition for systems of linear equations
  • Numerical solutions of non-linear algebraic equations by Secant, Bisection and Newton-Raphson Methods
  • Numerical integration by trapezoidal and Simpson’s rules

Calculus

  • Limit, Continuity & differentiability
  • Mean value theorems
  • Theorems of integral calculus, evaluation of definite & improper integrals
  • Partial derivatives, Total derivatives, maxima & minima
Book

Description

Higher Engineering Mathematics

Grewal

Enough for GATE
Calculus

Gilbert Strang

If you have time, go through the book and videos in this link.

General Aptitude[edit]

Numerical Ability[edit]

  • Numerical computation
  • Numerical estimation
  • Numerical reasoning and data interpretation
Book

Description

Quantitative Aptitude For Competitive Examinations

Aggarwal

Those having good aptitude skills can do without this book. But do refresh the problems in progression, cost-selling price etc. Questions in aptitude are easy but scoring in this topic is very important to the final GATE score.

Verbal Ability[edit]

  • English grammar, sentence completion
  • Verbal analogies, word groups
  • Instructions, critical reasoning and verbal deduction
Book

Description

A Modern Approach to Verbal Reasoning

Aggarwal

If your English is good enough no need to buy this book. But I recommend giving a little importance to this topic.