● Introduction to Arrays
● Declaration and initialization of one dimensional and two-dimensional
arrays.
● Definition and initialization of String
● String functions
● Concept of Structure and Union
● Declaration and Initialization of structure and union
● Nested structures
● Array of Structures
● Passing structure to functions
This document provides an overview of fundamental concepts in C programming such as keywords, identifiers, data types, constants, variables, and operators. Key points include:
- Keywords are reserved words in C that have special meaning, while identifiers are names given to variables, functions, etc. Identifiers cannot be the same as keywords.
- There are different data types in C like int, char, float, etc. that determine the type of data a variable can hold.
- Constants cannot change value once defined, while the value of variables can change during program execution.
- Operators like unary, binary, and ternary are used to perform operations on operands. Unary operators require a single
This document discusses how different C data types are stored in memory. It describes the basic integer and floating point types, including their storage sizes and value ranges. It also covers void, enumerated, pointer, array, structure, and union types. For integers, it provides the memory representations of char, both signed and unsigned. It explains the memory layout of a C program, including the text, data, stack, and heap segments. Finally, it briefly discusses big and little endian formats for multibyte data storage.
1. The document discusses various data types in C including their size and range. It covers integral data types like char, int, float, double and their modifiers. It also discusses character, string and array data types.
2. It explains global and local variables and their scope. It provides examples of declarations and initialization of variables.
3. It introduces various statement types in C like input, output, declaration, assignment and control statements. It also lists some example programs to try in the lab.
The document discusses various C data types including primary, derived, and user defined data types. It describes integer, floating point, character, array, structure, and enum data types. Integer types store whole numbers, floating point types store decimal numbers, and character types store single characters. Arrays allow storing multiple values of the same type, structures group different data types together, and enums define a new data type with named integer constants. Multidimensional arrays and accessing structure members are also explained with code examples.
The document discusses various C++ data types including built-in, derived, and user-defined data types. It describes the different built-in data types like int, char, float, double, void and their properties. It also discusses derived data types like arrays, functions, pointers, references, and constant. The document further explains user-defined data types like structures, unions and classes/objects in C++.
The document discusses various operators in C language including arithmetic, relational, logical, bitwise, assignment and conditional operators. It provides examples of using each operator and the expected output. The order of operations and associativity rules are also covered. Various format specifiers used in printf and scanf functions are explained along with examples.
The document outlines key concepts in C programming including data types, tokens, keywords, identifiers, constants, variables, and scopes. It discusses the five fundamental data types in C (integer, floating-point, double, character, void), tokens like keywords and identifiers, common keywords and their meanings, rules for identifiers, how variables are declared and initialized, what constants are (fixed values that don't change), and the four scopes in C.
Data Types and Variables In C ProgrammingKamal Acharya
This document discusses data types and variables in C programming. It defines the basic data types like integer, floating point, character and void. It explains the size and range of integer and floating point data types. It also covers user-defined data types using typedef and enumeration. Variables are used to store and manipulate data in a program and the document outlines the rules for declaring variables and assigning values to them.
This document discusses different data types in C/C++ including character, integer, and real (float) data types. It explains that character data can be signed or unsigned and occupies 1 byte, integer data represents whole numbers using the int type, and float data represents decimal numbers. The document also covers numeric and non-numeric constants in C/C++ such as integer, octal, hexadecimal, floating point, character, and string constants.
1. Arrays allow storing a collection of related data items and can be one-dimensional or multidimensional.
2. Two-dimensional arrays are arrays of one-dimensional arrays with two indices to access elements.
3. Preprocessor directives like #include and #define are instructions to the compiler and are not part of the C language itself. They expand the scope of the programming environment.
This document provides an overview of key concepts in C programming including variables, arrays, pointers, and arrays using pointers. It defines variables as names that refer to memory locations holding values. Arrays are collections of homogeneous elements that can be one-dimensional or multi-dimensional. Pointers are variables that store the address of another variable and allow indirect access to values. The document also discusses pointer types, arrays using pointers, and differences between arrays and pointers.
This document provides an overview of constants, variables, and data types in the C programming language. It discusses the different categories of characters used in C, C tokens including keywords, identifiers, constants, strings, special symbols, and operators. It also covers rules for identifiers and variables, integer constants, real constants, single character constants, string constants, and backslash character constants. Finally, it describes the primary data types in C including integer, character, floating point, double, and void, as well as integer, floating point, and character types.
Arrays allow storing and accessing multiple values of the same data type. A two-dimensional array represents data in a tabular form and can be used to store values in a matrix. It is declared with two sets of brackets and initialized with nested curly braces. Elements are accessed using two indices, such as array[row][column]. Memory for a two-dimensional array is allocated in a contiguous block, with the first dimension iterating fastest.
Introduction to C Programming - R.D.SivakumarSivakumar R D .
This document provides an introduction to the C programming language including basic elements like constants, identifiers, operators, and keywords. It discusses the different types of constants like integer, floating point, character, and string constants. It also covers fundamental data types in C like int, float, and char, as well as derived types like long, double, unsigned, arrays, and pointers. Finally, it summarizes operators in C including unary operators like address of and increment/decrement.
This document discusses pointers in C programming. It defines pointers as variables that contain memory addresses and can be used to indirectly access and manipulate other variables. It covers declaring and initializing pointer variables, pointer operators like address-of and dereference, using pointers to call functions, and arrays of pointers. Examples are provided to illustrate pointers to integers, characters, and how pointers can traverse arrays by incrementing the pointer. Exercises at the end demonstrate assigning a pointer variable the address of another variable and printing the value of the object pointed to.
This document discusses handling character strings in C. It covers:
1. How strings are stored in memory as ASCII codes appended with a null terminator.
2. Common string operations like reading, comparing, concatenating and copying strings.
3. How to initialize, declare, read and write strings.
4. Useful string handling functions like strlen(), strcpy(), strcat(), strcmp() etc to perform various operations on strings.
The document discusses structures in C programming. It defines structures as a way to group individual elements of different types together under a single name. Structures allow defining custom data types that can contain integers, floats, chars, arrays, pointers, and other structures. The key points covered include defining structures, initializing structure members, nested structures, arrays of structures, pointers to structures, and passing structures to functions.
Identifiers are names given to variables, functions, and other user-defined items in a program to uniquely identify them. Identifiers must be different from keywords and other identifiers. They can include letters, digits, and underscores but must begin with a letter or underscore. Common examples of identifiers are variable and function names like roll_no and average. Identifiers are case-sensitive and allow programmers to reference specific program elements like variables during execution.
pointer, structure ,union and intro to file handlingRai University
Pointers allow programs to store and pass around memory addresses. Pointers in C can point to primitive data types, arrays, structs, and other pointers. Declaring a pointer requires a * before the pointer name and specifying the type of data it will point to. The & operator returns the memory address of a variable, which can be stored in a pointer. The * operator dereferences a pointer to access the data being pointed to. Pointers enable functions to modify variables in the calling function and return multiple values. They also make structs more efficient to pass to functions. Care must be taken to avoid bugs from misusing pointers.
C++ was created in the 1980s by Bjarne Stroustrup as an extension of the C language with object-oriented features. It combined features from C and Simula 67. The document provides an overview of the basic building blocks of C++ programs including characters, tokens, keywords, identifiers, literals, punctuators, operators, comments, streams, variables, and common errors. It describes the different data types and rules for writing identifiers, literals, and comments. It also explains common tokens like keywords, operators, and punctuators and how they are used in C++.
- A structure is a user-defined data type that groups logically related data items of different data types into a single unit. Structures allow related data to be accessed and managed together.
- Structures can contain nested structures as members. Nested structure members are accessed using two period operators (e.g. e1.doj.day).
- Structures can be passed to functions as parameters and returned from functions. Pointers to structures are declared and accessed using arrow (->) operator instead of period operator.
- A union shares the same memory space for multiple data types, allocating only enough space for its largest member. Unions allow different types to share the same memory location.
The document discusses various concepts related to strings in C programming language. It defines fixed length and variable length strings. For variable length strings, it explains length controlled and delimited strings. It describes how strings are stored and manipulated in C using character arrays terminated by a null character. The document also summarizes various string manipulation functions like string length, copy, compare, concatenate etc available in C standard library.
function, storage class and array and stringsRai University
The document discusses one-dimensional arrays in C programming. It defines arrays, explains how to declare and initialize them, and provides examples of accessing array elements. It also discusses reading and printing arrays, and summarizes common string handling functions in C like strcat(), strcmp(), and strcpy().
An array is a collection of similar data types stored in contiguous memory locations. Arrays in C can store primitive data types like int, char, float, etc. Elements of an array are accessed using indexes and they are stored sequentially in memory. Strings in C are arrays of characters terminated by a null character. Common functions to manipulate strings include strlen(), strcpy(), strcat(), strcmp(), strrev(), strlwr(), and strupr().
An array is a group of data items of same data type that share a common name. Ordinary variables are capable of holding only one value at a time. If we want to store more than one value at a time in a single variable, we use arrays.
An array is a collective name given to a group of similar variables. Each member in the group is referred to by its position in the group.
Arrays are alloted the memory in a strictly contiguous fashion. The simplest array is a one-dimensional array which is a list of variables of same data type. An array of one-dimensional arrays is called a two-dimensional array.
The document discusses various operators in C language including arithmetic, relational, logical, bitwise, assignment and conditional operators. It provides examples of using each operator and the expected output. The order of operations and associativity rules are also covered. Various format specifiers used in printf and scanf functions are explained along with examples.
The document outlines key concepts in C programming including data types, tokens, keywords, identifiers, constants, variables, and scopes. It discusses the five fundamental data types in C (integer, floating-point, double, character, void), tokens like keywords and identifiers, common keywords and their meanings, rules for identifiers, how variables are declared and initialized, what constants are (fixed values that don't change), and the four scopes in C.
Data Types and Variables In C ProgrammingKamal Acharya
This document discusses data types and variables in C programming. It defines the basic data types like integer, floating point, character and void. It explains the size and range of integer and floating point data types. It also covers user-defined data types using typedef and enumeration. Variables are used to store and manipulate data in a program and the document outlines the rules for declaring variables and assigning values to them.
This document discusses different data types in C/C++ including character, integer, and real (float) data types. It explains that character data can be signed or unsigned and occupies 1 byte, integer data represents whole numbers using the int type, and float data represents decimal numbers. The document also covers numeric and non-numeric constants in C/C++ such as integer, octal, hexadecimal, floating point, character, and string constants.
1. Arrays allow storing a collection of related data items and can be one-dimensional or multidimensional.
2. Two-dimensional arrays are arrays of one-dimensional arrays with two indices to access elements.
3. Preprocessor directives like #include and #define are instructions to the compiler and are not part of the C language itself. They expand the scope of the programming environment.
This document provides an overview of key concepts in C programming including variables, arrays, pointers, and arrays using pointers. It defines variables as names that refer to memory locations holding values. Arrays are collections of homogeneous elements that can be one-dimensional or multi-dimensional. Pointers are variables that store the address of another variable and allow indirect access to values. The document also discusses pointer types, arrays using pointers, and differences between arrays and pointers.
This document provides an overview of constants, variables, and data types in the C programming language. It discusses the different categories of characters used in C, C tokens including keywords, identifiers, constants, strings, special symbols, and operators. It also covers rules for identifiers and variables, integer constants, real constants, single character constants, string constants, and backslash character constants. Finally, it describes the primary data types in C including integer, character, floating point, double, and void, as well as integer, floating point, and character types.
Arrays allow storing and accessing multiple values of the same data type. A two-dimensional array represents data in a tabular form and can be used to store values in a matrix. It is declared with two sets of brackets and initialized with nested curly braces. Elements are accessed using two indices, such as array[row][column]. Memory for a two-dimensional array is allocated in a contiguous block, with the first dimension iterating fastest.
Introduction to C Programming - R.D.SivakumarSivakumar R D .
This document provides an introduction to the C programming language including basic elements like constants, identifiers, operators, and keywords. It discusses the different types of constants like integer, floating point, character, and string constants. It also covers fundamental data types in C like int, float, and char, as well as derived types like long, double, unsigned, arrays, and pointers. Finally, it summarizes operators in C including unary operators like address of and increment/decrement.
This document discusses pointers in C programming. It defines pointers as variables that contain memory addresses and can be used to indirectly access and manipulate other variables. It covers declaring and initializing pointer variables, pointer operators like address-of and dereference, using pointers to call functions, and arrays of pointers. Examples are provided to illustrate pointers to integers, characters, and how pointers can traverse arrays by incrementing the pointer. Exercises at the end demonstrate assigning a pointer variable the address of another variable and printing the value of the object pointed to.
This document discusses handling character strings in C. It covers:
1. How strings are stored in memory as ASCII codes appended with a null terminator.
2. Common string operations like reading, comparing, concatenating and copying strings.
3. How to initialize, declare, read and write strings.
4. Useful string handling functions like strlen(), strcpy(), strcat(), strcmp() etc to perform various operations on strings.
The document discusses structures in C programming. It defines structures as a way to group individual elements of different types together under a single name. Structures allow defining custom data types that can contain integers, floats, chars, arrays, pointers, and other structures. The key points covered include defining structures, initializing structure members, nested structures, arrays of structures, pointers to structures, and passing structures to functions.
Identifiers are names given to variables, functions, and other user-defined items in a program to uniquely identify them. Identifiers must be different from keywords and other identifiers. They can include letters, digits, and underscores but must begin with a letter or underscore. Common examples of identifiers are variable and function names like roll_no and average. Identifiers are case-sensitive and allow programmers to reference specific program elements like variables during execution.
pointer, structure ,union and intro to file handlingRai University
Pointers allow programs to store and pass around memory addresses. Pointers in C can point to primitive data types, arrays, structs, and other pointers. Declaring a pointer requires a * before the pointer name and specifying the type of data it will point to. The & operator returns the memory address of a variable, which can be stored in a pointer. The * operator dereferences a pointer to access the data being pointed to. Pointers enable functions to modify variables in the calling function and return multiple values. They also make structs more efficient to pass to functions. Care must be taken to avoid bugs from misusing pointers.
C++ was created in the 1980s by Bjarne Stroustrup as an extension of the C language with object-oriented features. It combined features from C and Simula 67. The document provides an overview of the basic building blocks of C++ programs including characters, tokens, keywords, identifiers, literals, punctuators, operators, comments, streams, variables, and common errors. It describes the different data types and rules for writing identifiers, literals, and comments. It also explains common tokens like keywords, operators, and punctuators and how they are used in C++.
- A structure is a user-defined data type that groups logically related data items of different data types into a single unit. Structures allow related data to be accessed and managed together.
- Structures can contain nested structures as members. Nested structure members are accessed using two period operators (e.g. e1.doj.day).
- Structures can be passed to functions as parameters and returned from functions. Pointers to structures are declared and accessed using arrow (->) operator instead of period operator.
- A union shares the same memory space for multiple data types, allocating only enough space for its largest member. Unions allow different types to share the same memory location.
The document discusses various concepts related to strings in C programming language. It defines fixed length and variable length strings. For variable length strings, it explains length controlled and delimited strings. It describes how strings are stored and manipulated in C using character arrays terminated by a null character. The document also summarizes various string manipulation functions like string length, copy, compare, concatenate etc available in C standard library.
function, storage class and array and stringsRai University
The document discusses one-dimensional arrays in C programming. It defines arrays, explains how to declare and initialize them, and provides examples of accessing array elements. It also discusses reading and printing arrays, and summarizes common string handling functions in C like strcat(), strcmp(), and strcpy().
An array is a collection of similar data types stored in contiguous memory locations. Arrays in C can store primitive data types like int, char, float, etc. Elements of an array are accessed using indexes and they are stored sequentially in memory. Strings in C are arrays of characters terminated by a null character. Common functions to manipulate strings include strlen(), strcpy(), strcat(), strcmp(), strrev(), strlwr(), and strupr().
An array is a group of data items of same data type that share a common name. Ordinary variables are capable of holding only one value at a time. If we want to store more than one value at a time in a single variable, we use arrays.
An array is a collective name given to a group of similar variables. Each member in the group is referred to by its position in the group.
Arrays are alloted the memory in a strictly contiguous fashion. The simplest array is a one-dimensional array which is a list of variables of same data type. An array of one-dimensional arrays is called a two-dimensional array.
1. Arrays allow storing of multiple elements of the same data type under a single name. They can be one-dimensional, two-dimensional, or multi-dimensional. Strings are arrays of characters terminated by a null character.
2. Common array operations include declaring and initializing arrays, accessing elements using indexes, and performing element-by-element operations. Strings have specialized functions for operations like length calculation, copying, comparison and concatenation.
3. Pointers allow working with arrays by reference rather than value and are useful for passing arrays to functions. Structures group together different data types under one name and unions allow storing different data types in the same memory space.
The document discusses C arrays and multi-dimensional arrays. It defines arrays as a collection of related data items represented by a single variable name. Arrays must be declared before use with the general form of "type variablename[size]". Elements are accessed via indexes from 0 to size-1. The document also discusses initializing arrays, multi-dimensional arrays with two or more subscripts to represent rows and columns, and provides examples of declaring and initializing multi-dimensional arrays in C.
Homework Assignment – Array Technical DocumentWrite a technical .pdfaroraopticals15
Homework Assignment – Array Technical Document
Write a technical document that describes the structure and use of arrays. The document should
be 3 to 5 pages and include an Introduction section, giving a brief synopsis of the document and
arrays, a Body section, describing arrays and giving an annotated example of their use as a
programming construct, and a conclusion to revisit important information about arrays described
in the Body of the document. Some suggested material to include:
Declaring arrays of various types
Array pointers
Printing and processing arrays
Sorting and searching arrays
Multidimensional arrays
Indexing arrays of various dimension
Array representation in memory by data type
Passing arrays as arguments
If you find any useful images on the Internet, you can use them as long as you cite the source in
end notes.
Solution
Array is a collection of variables of the same type that are referenced by a common name.
Specific elements or variables in the array are accessed by means of index into the array.
If taking about C, In C all arrays consist of contiguous memory locations. The lowest address
corresponds to the first element in the array while the largest address corresponds to the last
element in the array.
C supports both single and multi-dimensional arrays.
1) Single Dimension Arrays:-
Syntax:- type var_name[size];
where type is the type of each element in the array, var_name is any valid identifier, and size is
the number of elements in the array which has to be a constant value.
*Array always use zero as index to first element.
The valid indices for array above are 0 .. 4, i.e. 0 .. number of elements - 1
For Example :- To load an array with values 0 .. 99
int x[100] ;
int i ;
for ( i = 0; i < 100; i++ )
x[i] = i ;
To determine to size of an array at run time the sizeof operator is used. This returns the size in
bytes of its argument. The name of the array is given as the operand
size_of_array = sizeof ( array_name ) ;
2) Initialisg array:-
Arrays can be initialised at time of declaration in the following manner.
type array[ size ] = { value list };
For Example :-
int i[5] = {1, 2, 3, 4, 5 } ;
i[0] = 1, i[1] = 2, etc.
The size specification in the declaration may be omitted which causes the compiler to count the
number of elements in the value list and allocate appropriate storage.
For Example :- int i[ ] = { 1, 2, 3, 4, 5 } ;
3) Multidimensional array:-
Multidimensional arrays of any dimension are possible in C but in practice only two or three
dimensional arrays are workable. The most common multidimensional array is a two
dimensional array for example the computer display, board games, a mathematical matrix etc.
Syntax :type name [ rows ] [ columns ] ;
For Example :- 2D array of dimension 2 X 3.
int d[ 2 ] [ 3 ] ;
A two dimensional array is actually an array of arrays, in the above case an array of two integer
arrays (the rows) each with three elements, and is stored row-wise in memory.
For Example :- Program to fill .
The document discusses arrays in C/C++. Some key points:
- An array is a collection of elements of the same type that occupy contiguous memory locations. It simplifies declaring multiple variables of the same type.
- Arrays can be one-dimensional or multi-dimensional. A 1D array has one subscript, while a 2D array has two subscripts for rows and columns.
- Arrays allow initializing elements at declaration time. The size of an array must be specified or able to be inferred.
- Pointers store the address of a variable in memory. They are useful for passing arguments by reference, dynamic memory allocation, and building complex data structures.
This is a presentation on Arrays, one of the most important topics on Data Structures and algorithms. Anyone who is new to DSA or wants to have a theoretical understanding of the same can refer to it :D
C programming language provides arrays as a data structure to store a fixed-size collection of elements of the same type. An array stores elements in contiguous memory locations. Individual elements in an array can be accessed using an index. Common array operations in C include declaration, initialization, accessing and modifying individual elements, and passing arrays to functions.
The document discusses arrays in C programming. It defines an array as a single name to store a group of similar data. Arrays allow storing multiple values using one variable name rather than many individual variables. Arrays are defined with a type, name, and size in square brackets. Values can be accessed using subscripts which are non-negative integers. Arrays can be one-dimensional or multi-dimensional. Functions can process entire arrays by passing the array name without brackets or subscripts. Within a function, the array name is interpreted as the address of the first element, so arrays are passed by reference rather than value.
A C program is provided to reorder a one-dimensional array of numbers in descending order. The program declares an integer array, prompts the user to enter the number of elements, reads the elements into the array, then uses nested for loops and a temporary variable to reorder the elements from highest to lowest value by swapping elements. The reordered array is then printed to display the output.
The document discusses strings, arrays, pointers, and sorting algorithms in C programming. It provides definitions and examples of:
1) Strings as null-terminated character arrays. It demonstrates initializing and printing a string.
2) One-dimensional and two-dimensional arrays. It shows how to declare, initialize, access, and print multi-dimensional arrays.
3) Pointers as variables that store memory addresses. It explains pointer declaration and dereferencing pointers using asterisk (*) operator.
4) Bubble sort algorithm that iterates through an array and swaps adjacent elements if out of order, putting largest elements at the end of the array in each iteration.
Arrays allow storing multiple values of the same type in contiguous memory locations. They are declared with the data type, name, and number of elements. Each element can then be accessed via its index number. Arrays must be initialized before use, which can be done by assigning values within curly brackets when declaring the array. Values in arrays can then be accessed and modified using indexing syntax like name[index].
The document discusses various aspects of arrays in C programming language. It defines arrays as collections of similar data types stored in contiguous memory locations. It describes single dimensional and multi-dimensional arrays. It also discusses array declaration and initialization syntax. Some key points covered are: advantages of arrays over single variables, accessing array elements using indexes, passing arrays to functions, and two dimensional or 2D arrays also called matrices.
Arrays and vectors in Data Structure.pptmazanali7145
Array data structure all about arrays vectors and space and time complexity and questions how STL works how loops used in arrays C++,Java how vectors data structure used
Arrays allow storing of a collection of related data under a single variable name. There are different types of arrays including one-dimensional, two-dimensional, and multi-dimensional arrays. One-dimensional arrays use a single subscript, two-dimensional arrays use two subscripts for rows and columns, and multi-dimensional arrays can use more than two subscripts. Arrays in C can be initialized at compile-time or run-time. Common operations on arrays include reading and writing elements, concatenation, comparison and more. C provides functions like strlen(), strcat(), strcmp() for string handling and manipulation.
The document discusses one-dimensional and two-dimensional arrays in C++. It defines an array as a series of elements of the same type that allows storing multiple values of that type. For one-dimensional arrays, it covers declaring, initializing, and accessing arrays using indexes. Two-dimensional arrays are defined as arrays of arrays, representing a table with rows and columns where each element is accessed using row and column indexes. The document provides examples of declaring, initializing, and accessing elements in one-dimensional and two-dimensional arrays in C++.
Module 2_ Divide and Conquer Approach.pptxnikshaikh786
The document describes the divide and conquer approach and analyzes the complexity of several divide and conquer algorithms, including binary search, merge sort, quicksort, and finding minimum and maximum values. It explains the general divide and conquer method involves three steps: 1) divide the problem into subproblems, 2) solve the subproblems, and 3) combine the solutions to solve the original problem. It then provides detailed explanations and complexity analyses of specific divide and conquer algorithms.
The document provides an introduction to analyzing the performance of algorithms. It discusses time complexity and space complexity, which measure the running time and memory usage of algorithms. Common asymptotic notations like Big-O, Big-Omega, and Big-Theta are introduced to concisely represent the growth rates of algorithms. Specific algorithms like selection sort and insertion sort are analyzed using these metrics. Recursion and recurrence relations are also covered as methods to analyze algorithm efficiency.
Module 1_ Introduction to Mobile Computing.pptxnikshaikh786
Module 1 provides an introduction to mobile computing. The key concepts covered include mobile communication, mobile hardware, and mobile software. Mobile communication allows devices to communicate wirelessly and consists of infrastructure like protocols and services. Mobile hardware includes devices like smartphones and laptops that can access wireless networks. Mobile software provides the operating systems that allow mobile devices to operate portably and wirelessly. The module also discusses the electromagnetic spectrum, signal propagation effects, digital modulation techniques, and multiplexing methods like frequency division multiplexing and time division multiplexing.
This document provides an overview of module 2 which focuses on GSM mobile services and cellular architecture. It discusses the basic concepts and principles of computing and cellular infrastructure including system architecture, radio interface, protocols, localization, calling, handover and security. It provides details on the GSM system infrastructure, components, protocols and interfaces. It also discusses GPRS system and protocol architecture, UTRAN, UMTS core network and improvements to the core network.
Clustering is an unsupervised learning technique used to group unlabeled data points into clusters based on similarity. It is widely used in data mining applications. The k-means algorithm is one of the simplest clustering algorithms that partitions data into k predefined clusters, where each data point belongs to the cluster with the nearest mean. It works by assigning data points to their closest cluster centroid and recalculating the centroids until clusters stabilize. The k-medoids algorithm is similar but uses actual data points as centroids instead of means, making it more robust to outliers.
MODULE 5 _ Mining frequent patterns and associations.pptxnikshaikh786
1. The FP-Growth algorithm constructs an FP-tree to store transaction data, with frequent items listed in descending order of frequency.
2. It then uses a divide-and-conquer strategy to mine the conditional pattern base of each frequent item prefix, extracting combinations of frequent items.
3. This recursively mines the frequent patterns from the conditional FP-tree for each prefix path, without generating a large number of candidate itemsets.
This document discusses web mining and divides it into three categories: web content mining, web structure mining, and web usage mining. Web content mining examines the actual content of web pages and can utilize techniques like keyword searching, classification, clustering, and natural language processing. Web structure mining analyzes the hyperlink structure between pages. Web usage mining examines log files that record how users interact with and move between websites. The document provides examples of how these different types of web mining can be applied, such as for targeted advertising.
This document discusses various classification and regression techniques for data mining, including decision trees, naive Bayesian classification, and linear regression. It covers evaluating classifier performance using measures like accuracy, precision, recall, and the confusion matrix. Cross-validation and bootstrap techniques for evaluating accuracy are introduced, along with the ROC curve and area under the curve for comprehensive evaluation. Holdout method and random subsampling for accuracy estimation are also summarized.
Module 2_ Introduction to Data Mining, Data Exploration and Data Pre-processi...nikshaikh786
The document discusses data mining architecture, tasks, and data exploration and preprocessing techniques. It describes the KDD process and issues in data mining. It also covers data types, attributes, statistical descriptions of data, and various data visualization techniques like histograms, boxplots, scatter plots and quantile plots to explore patterns in data. Data preprocessing steps discussed are data cleaning, integration, transformation, reduction and discretization.
The document provides information about data warehousing fundamentals. It discusses key concepts such as data warehouse architectures, dimensional modeling, fact and dimension tables, and metadata. The three common data warehouse architectures described are the basic architecture, architecture with a staging area, and architecture with staging area and data marts. Dimensional modeling is optimized for data retrieval and uses facts, dimensions, and attributes. Metadata provides information about the data in the warehouse.
This document discusses various cybercrimes and security issues related to mobile and wireless devices. It describes how criminals plan cyber attacks using techniques like social engineering, malware distribution, and exploiting vulnerabilities. Specific cybercrimes addressed include phishing, cyber stalking, crimes at cyber cafes, and the use of botnets. The document also covers attack vectors, the proliferation of mobile devices, and security challenges they pose like data leakage and malware. Recommendations are provided for protecting devices and networks from these threats.
Module 1- Introduction to Cybercrime.pptxnikshaikh786
Cybercrime involves illegal activities carried out using digital technology, often with criminal intent. Information security focuses on protecting systems and data from cyber threats. The Indian IT Act defines cybercrimes like hacking, data theft, and cyberbullying and prescribes penalties. It has undergone amendments to address new technologies. Other countries also have their own laws regulating electronic transactions, data protection, and cybersecurity.
The document discusses exploratory data analysis using R. It describes useful R functions for exploring and summarizing data frames, including dim(), nrow(), ncol(), head(), tail(), names(), str(), levels(), summary(), and fivenum(). These functions are demonstrated on the built-in InsectSprays data set to explore the categorical and continuous variables. The document also discusses measures of central tendency, dispersion, quantiles, and the three basic indexing operators in R.
This document provides an overview of text analysis and mining. It discusses key concepts like text pre-processing, representation, shallow parsing, stop words, stemming and lemmatization. Specific techniques covered include tokenization, part-of-speech tagging, Porter stemming algorithm. Applications mentioned are sentiment analysis, document similarity, cluster analysis. The document also provides a multi-step example of text analysis involving collecting raw text, representing text, computing TF-IDF, categorizing documents by topics, determining sentiments and gaining insights.
This document provides an overview of time series analysis and the Box-Jenkins methodology. Time series analysis attempts to model observations over time and identify patterns. The goals are to identify the structure of the time series and forecast future values. The Box-Jenkins methodology involves conditioning the data, selecting a model, estimating parameters, and assessing the model. Autocorrelation (ACF) and partial autocorrelation (PACF) plots are used to identify autoregressive (AR), moving average (MA), and autoregressive integrated moving average (ARIMA) models.
This document provides an overview of regression models and analysis techniques. It introduces simple and multiple linear regression, as well as logistic regression. It discusses assessing regression models, cross-validation, model selection, and using regression models for prediction. Additionally, it covers the similarities and differences between linear and logistic regression, and assessing correlation without inferring causation. Scatter plots, correlation coefficients, and computing regression equations are also summarized.
MODULE 1_Introduction to Data analytics and life cycle..pptxnikshaikh786
The document provides an overview of the data analytics lifecycle and its key phases. It discusses the 6 phases: discovery, data preparation, model planning, model building, communicating results, and operationalizing. For each phase, it describes the main activities and considerations. It also discusses roles, tools, and best practices for ensuring a successful analytics project.
This document provides an overview of various data analytics tools and frameworks for IoT, including Apache Hadoop, Apache Spark, Apache Storm, and NETCONF-YANG. It discusses using Hadoop MapReduce for batch data analysis, Apache Oozie for workflow scheduling, Apache Spark for fast processing, and Apache Storm for real-time streaming data analysis. Tools for deploying IoT systems like Chef and Puppet are also mentioned. Case studies and structural health monitoring are provided as examples of applying these technologies.
This document contains questions about Flutter, Dart, Progressive Web Apps (PWA), Firebase, and data types in Dart. Some of the topics covered include:
1. What Flutter is and its advantages
2. The Flutter architecture and important features
3. Build modes, widgets, and their importance in Flutter
4. What Dart is and its importance
5. The difference between runApp() and main()
6. Packages, plugins, and editors used for Flutter development
7. How Firebase works and its features for building web and mobile applications.
Understanding P–N Junction Semiconductors: A Beginner’s GuideGS Virdi
Dive into the fundamentals of P–N junctions, the heart of every diode and semiconductor device. In this concise presentation, Dr. G.S. Virdi (Former Chief Scientist, CSIR-CEERI Pilani) covers:
What Is a P–N Junction? Learn how P-type and N-type materials join to create a diode.
Depletion Region & Biasing: See how forward and reverse bias shape the voltage–current behavior.
V–I Characteristics: Understand the curve that defines diode operation.
Real-World Uses: Discover common applications in rectifiers, signal clipping, and more.
Ideal for electronics students, hobbyists, and engineers seeking a clear, practical introduction to P–N junction semiconductors.
Social Problem-Unemployment .pptx notes for Physiotherapy StudentsDrNidhiAgarwal
Unemployment is a major social problem, by which not only rural population have suffered but also urban population are suffered while they are literate having good qualification.The evil consequences like poverty, frustration, revolution
result in crimes and social disorganization. Therefore, it is
necessary that all efforts be made to have maximum.
employment facilities. The Government of India has already
announced that the question of payment of unemployment
allowance cannot be considered in India
How to Manage Opening & Closing Controls in Odoo 17 POSCeline George
In Odoo 17 Point of Sale, the opening and closing controls are key for cash management. At the start of a shift, cashiers log in and enter the starting cash amount, marking the beginning of financial tracking. Throughout the shift, every transaction is recorded, creating an audit trail.
How to track Cost and Revenue using Analytic Accounts in odoo Accounting, App...Celine George
Analytic accounts are used to track and manage financial transactions related to specific projects, departments, or business units. They provide detailed insights into costs and revenues at a granular level, independent of the main accounting system. This helps to better understand profitability, performance, and resource allocation, making it easier to make informed financial decisions and strategic planning.
Odoo Inventory Rules and Routes v17 - Odoo SlidesCeline George
Odoo's inventory management system is highly flexible and powerful, allowing businesses to efficiently manage their stock operations through the use of Rules and Routes.
How to manage Multiple Warehouses for multiple floors in odoo point of saleCeline George
The need for multiple warehouses and effective inventory management is crucial for companies aiming to optimize their operations, enhance customer satisfaction, and maintain a competitive edge.
A measles outbreak originating in West Texas has been linked to confirmed cases in New Mexico, with additional cases reported in Oklahoma and Kansas. The current case count is 795 from Texas, New Mexico, Oklahoma, and Kansas. 95 individuals have required hospitalization, and 3 deaths, 2 children in Texas and one adult in New Mexico. These fatalities mark the first measles-related deaths in the United States since 2015 and the first pediatric measles death since 2003.
The YSPH Virtual Medical Operations Center Briefs (VMOC) were created as a service-learning project by faculty and graduate students at the Yale School of Public Health in response to the 2010 Haiti Earthquake. Each year, the VMOC Briefs are produced by students enrolled in Environmental Health Science Course 581 - Public Health Emergencies: Disaster Planning and Response. These briefs compile diverse information sources – including status reports, maps, news articles, and web content– into a single, easily digestible document that can be widely shared and used interactively. Key features of this report include:
- Comprehensive Overview: Provides situation updates, maps, relevant news, and web resources.
- Accessibility: Designed for easy reading, wide distribution, and interactive use.
- Collaboration: The “unlocked" format enables other responders to share, copy, and adapt seamlessly. The students learn by doing, quickly discovering how and where to find critical information and presenting it in an easily understood manner.
How to Customize Your Financial Reports & Tax Reports With Odoo 17 AccountingCeline George
The Accounting module in Odoo 17 is a complete tool designed to manage all financial aspects of a business. Odoo offers a comprehensive set of tools for generating financial and tax reports, which are crucial for managing a company's finances and ensuring compliance with tax regulations.
World war-1(Causes & impacts at a glance) PPT by Simanchala Sarab(BABed,sem-4...larencebapu132
This is short and accurate description of World war-1 (1914-18)
It can give you the perfect factual conceptual clarity on the great war
Regards Simanchala Sarab
Student of BABed(ITEP, Secondary stage)in History at Guru Nanak Dev University Amritsar Punjab 🙏🙏
pulse ppt.pptx Types of pulse , characteristics of pulse , Alteration of pulsesushreesangita003
what is pulse ?
Purpose
physiology and Regulation of pulse
Characteristics of pulse
factors affecting pulse
Sites of pulse
Alteration of pulse
for BSC Nursing 1st semester
for Gnm Nursing 1st year
Students .
vitalsign
This chapter provides an in-depth overview of the viscosity of macromolecules, an essential concept in biophysics and medical sciences, especially in understanding fluid behavior like blood flow in the human body.
Key concepts covered include:
✅ Definition and Types of Viscosity: Dynamic vs. Kinematic viscosity, cohesion, and adhesion.
⚙️ Methods of Measuring Viscosity:
Rotary Viscometer
Vibrational Viscometer
Falling Object Method
Capillary Viscometer
🌡️ Factors Affecting Viscosity: Temperature, composition, flow rate.
🩺 Clinical Relevance: Impact of blood viscosity in cardiovascular health.
🌊 Fluid Dynamics: Laminar vs. turbulent flow, Reynolds number.
🔬 Extension Techniques:
Chromatography (adsorption, partition, TLC, etc.)
Electrophoresis (protein/DNA separation)
Sedimentation and Centrifugation methods.
How to Set warnings for invoicing specific customers in odooCeline George
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Exploring Substances:
Acidic, Basic, and
Neutral
Welcome to the fascinating world of acids and bases! Join siblings Ashwin and
Keerthi as they explore the colorful world of substances at their school's
National Science Day fair. Their adventure begins with a mysterious white paper
that reveals hidden messages when sprayed with a special liquid.
In this presentation, we'll discover how different substances can be classified as
acidic, basic, or neutral. We'll explore natural indicators like litmus, red rose
extract, and turmeric that help us identify these substances through color
changes. We'll also learn about neutralization reactions and their applications in
our daily lives.
by sandeep swamy
The ever evoilving world of science /7th class science curiosity /samyans aca...Sandeep Swamy
The Ever-Evolving World of
Science
Welcome to Grade 7 Science4not just a textbook with facts, but an invitation to
question, experiment, and explore the beautiful world we live in. From tiny cells
inside a leaf to the movement of celestial bodies, from household materials to
underground water flows, this journey will challenge your thinking and expand
your knowledge.
Notice something special about this book? The page numbers follow the playful
flight of a butterfly and a soaring paper plane! Just as these objects take flight,
learning soars when curiosity leads the way. Simple observations, like paper
planes, have inspired scientific explorations throughout history.
*Metamorphosis* is a biological process where an animal undergoes a dramatic transformation from a juvenile or larval stage to a adult stage, often involving significant changes in form and structure. This process is commonly seen in insects, amphibians, and some other animals.
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Most business transactions use the currencies of several countries for financial operations. For global transactions, multi-currency management is essential for enabling international trade.
2. CONTENTS
● Introduction to Arrays
● Declaration and initialization of one dimensional and two-
dimensional arrays.
● Definition and initialization of String
● String functions
3. INTRODUCTION TO ARRAYS
An array is a group of elements (data items) that have common
characteristics (eg numerical data, character data etc.,) and share a common
name. The elements of an array are differentiated from one another by their
positions within an array.
Each array element(i.e., each individual data item) is referred to by specifying
the array name followed by its subscript enclosed in square brackets.
The subscript indicates the position of the particular element with respect to
the rest of the elements.
The subscript must be a non negative integer.
For example, in the n element array , x, the array elements are
x[1],x[2],x[3],x[4],..........x[n-1],x[n];
and
1,2,......n are the subscripts x[i] refers to the ith element in a list of n
elements.
5. SINGLE DIMENSIONAL ARRAY
Declaration Of An Array
An array is declared in the same manner as ordinary variables, except
that each array name must be accompanied by a size specification.
This is necessary because the complier will have to know how much
memory to reserve for this array.
A single dimensional array is declared as follows :
type array_name[n];
where array_name is the name of an array of n elements of the type
specified. The size of an array must be an integer constant.
The integer array declaration
int x[100];
creates an array that is 100 elements along with the first element
being 0 and the last being 99.
6. SINGLE DIMENSIONAL ARRAY
The subscript used to declare an array is sometimes called a
dimension and the declaration for the
array is often referred to as dimensioning. The dimension used to
declare an array must always be a
positive integer constant, or an expression that can be evaluated to a
constant when the program is
compiled. It is sometimes convinient to define an array size in terms
of the symbolic constant. For
example, i[20]=1234;
7. SINGLE DIMENSIONAL ARRAY
An individual element in an array can be referred to by means of the
subscript, the number in brackets following the array name. A
subscript is the number that specifies the element’s position in an
array.
In the C language, subscript begins with zero. Thus, the valid
subscript value can be from 0 to n-1, if n is the dimension of the
array. The subscript value used to access an array element could
result from a subscription variable, a unary expression, a binary
expression etc. Thus, i[2] is not the second element of the array i but
the third.
9. INITIALIZING ARRAYS
An array can be initialized when declared by specifying the values of
some or all of its elements.
Arrays can be intialized at the time of declaration when their intial
values are known in advance.
The values to intialize an array must be constants never variables or
function calls. The array can be initialized as follows :
int array[5]={4,6,5,7,2};
float x[6]={0,0.25,0,-0.50,0,0};
When an integer array is declared as, int array[5]={4,6,5,7,2}; the
compiler will reserve ten contiguous bytes in memory to hold the five
integer elements as shown in the diagram below :
10. INITIALIZING ARRAYS
The array size need not be specified explicitly when intial values are
included as a part of an array declaration.
With a numerical array, the array size will automatically be set equal
to the number of initial values included within the declaration.
int digits[]={1,2,3,4,5,6};
float x[]={0,0.25,0,-0.5};
So digits will be a six-element integer array, and x will be a four-
element floating-point array. The individual elements will be assigned
the following values.
The example given below illustrates this point.
digits [0]=1;digits[1]=2;digits[2]=3;
digits[3]=4;digits[4]=5 ;digits[5]=6;
11. INITIALIZING ARRAYS
An array may also be intialized as follows : int
xyz[10]={78,23,67,56,87,76};
In the above array initialization, although the array size is 10, values
were defined only for the first six elements.
14. ARRAY OVERFLOW
It is illegal to access a non-existent element of the array. C does not
check for array overflow.
It is the programmers responsibility to ensure that any subscription
performed does not crosses the upper as well as the lower bounds of
the array.
int array[5];
array[5]=105; /* illegal as valid subscripting ends at array[4] */
In the above code, an attempt is made to move the binary value of
105 onto the 2 bytes that immediately follow the end of the array.
So when executing the assignment array[5]=105, some other
variables that the program uses are being overwritten.
15. PROCESSING AN ARRAY
If a and b are two similar arrays of the same data type, same
dimensions and same size then assignment operations and
comparison operations etc, must be carried out on an element-by-
element basis.
This is done within a loop, where each pass through the loop is used
to process an element of the array.
The number of passes through the loop will there for equal to the
number of array elements to be processed; and the value of the index
(subscript) would be incremented from 0 to n-1.
16. MULTIDIMENSIONAL ARRAYS
C as a language provides for arrays of arbitrary dimensions. A two
dimensional array of size m rows by n columns is declared as follows :
type array_name[m][n];
A two dimensional array, of type int, with 3 rows and 4 columns is
declared as follows
The array can be declared by passing values of number of rows and
number of columns as subscript values.
Example
int a[3][4];
17. INITIALIZING ARRAYS
The values can also be initialized by forming group of initial values
enclosed within braces.
The values within an inner pair of braces will be assigned to the
element of a row or all the values can be given in single braces
sequentially.
Example
int array[3][4] = {{0, 1, 2, 3}, {4, 5, 6, 7}, {8, 9, 10, 11}};
Or
int array[3][4] = {0, 1, 2, 3, 4, 5, 6, 7, 8, 9, 10, 11};
18. PROCESSING AN ARRAY
The array processing is done as in the one dimensional array.
Since it is a two dimensional array we may need two variable to keep
track and to process the data in the array.
19. CHARACTER ARRAYS (STRINGS)
C Strings are nothing but array of characters ended with null character (‘0’).
This null character indicates the end of the string.
Strings are always enclosed by double quotes.
Whereas, character is enclosed by single quotes in C.
char string[20] = {‘f’, ’r’, ‘e’, ‘s’, ‘h’, ‘2’, ‘r’, ‘e’, ‘f’, ’r’, ‘e’, ‘s’, ‘h’, ‘0’};
(or)
char string[20] = “fresh2refresh”;
(or)
char string [] = “fresh2refresh”;
Difference between above declarations are, when we declare char as
“string[20]”, 20 bytes of memory space is allocated for holding the string
value.
When we declare char as “string[]”, memory space will be allocated as per the
requirement during execution of the program.
20. CHARACTER ARRAYS (STRINGS)
Declaration Of An Array
Array declaration is also done as same as normal array except for the
specification of character data type.
Example
char a[5];
21. INITIALIZATION OF CHARACTER
ARRAYS
Character array can be initialized in two different ways.
Firstly, they may initialize in the same way as the numeric array are
initialized.
char a[5] = {'H','a','r','i','0'};
(i.e.) by specifying character constants for each of the values. When
initializing character by character,
the null character ('0') should also be specified.
Secondly, character array can also be initialized as follows,
char a[5] ="Hari";
This type of initialization will include a provision for null character,
which is automatically added at the end of the string.
22. PROCESSING A CHARACTER
ARRAY
Character arrays are different from the numerical array. The entire
character string can be entered from the terminal and placed in a
character array. Whereas numeric arrays can be input element by
element only.
Same is the case with output also. The entire string can be output
using printf() function whereas an integer array can be output
element by element only.
24. PASSING STRINGS TO FUNCTION
As strings are character arrays, so we can pass strings to function in a
same way we pass an array to a function.
25. PASSING STRINGS TO FUNCTION
// C program to illustrate how to
// pass string to functions
#include<stdio.h>
void printStr(char str[])
{
printf("String is : %s",str);
}
int main()
{
// declare and initialize string
char str[] = “nikhat";
// print string by passing string
// to a different function
printStr(str);
return 0;
}
26. STRING FUNCTIONS
Include string.h library to your program to use some of the inbuilt
string manipulation functions present in the library.there are about
20-22 inbuilt string manipulating functions present in this library.
The most common functions used from the library are:
1. strlen("name of string")
2. strcpy( dest, source)
3. strcmp( string1, string2 )
4. strstr( str1, str2 )
Commonly Used String Functions
strlen() - calculates the length of a string
strcpy() - copies a string to another
strcmp() - compares two strings
strcat() - concatenates two strings
29. STRING FUNCTIONS
The strlen() function takes a string as an argument and returns
its length. The returned value is of type size_t (the unsigned
integer type).
It is defined in the <string.h> header file.
#include <stdio.h>
#include <string.h>
int main()
{
char str1[20] = “nikhat";
printf("Length of string str1: %d", strlen(str1));
return 0;
}
30. STRING FUNCTIONS
strcmp()
int strcmp(const char *str1, const char *str2)
It compares the two strings and returns an integer value. If both
the strings are same (equal) then this function would return 0
otherwise it may return a negative or positive value based on the
comparison.
If string1 < string2 OR string1 is a substring of string2 then it
would result in a negative value. If string1 > string2 then it
would return positive value.
If string1 == string2 then you would get 0(zero) when you use
this function for compare strings.
31. STRING FUNCTIONS
#include <stdio.h>
#include <string.h>
int main()
{
char s1[20] = “nikhat";
char s2[20] = “shaikh";
if (strcmp(s1, s2) ==0)
{
printf("string 1 and string 2 are equal");
}else
{
printf("string 1 and 2 are different");
}
return 0;
}
32. STRING FUNCTIONS
Return value
- if Return value if < 0 then it indicates str1 is less than str2
- if Return value if > 0 then it indicates str2 is less than str1
- if Return value if = 0 then it indicates str1 is equal to str2
33. STRING FUNCTIONS
strcat()
char *strcat(char *str1, char *str2)
It concatenates two strings and returns the concatenated string.
#include <stdio.h>
#include <string.h>
int main()
{
char s1[10] = "Hello";
char s2[10] = "World";
strcat(s1,s2);
printf("Output string after concatenation: %s", s1);
return 0;
}
34. STRING FUNCTIONS
strcpy()
char *strcpy( char *str1, char *str2)
It copies the string str2 into string str1, including the end character
(terminator char ‘0’).
#include <stdio.h>
#include <string.h>
int main()
{
char s1[30] = "string 1";
char s2[30] = "string 2 : I’m gonna copied into s1";
/* this function has copied s2 into s1*/
strcpy(s1,s2);
printf("String s1 is: %s", s1);
return 0;
}
35. STRING FUNCTIONS
strstr(str1, str2)
This library function finds the first occurrence of the substring str2 in
the string str1. The terminating '0' character is not compared.
strstr( str1, str2);
- str1: the main string to be scanned.
- str2: the small string to be searched in str1
This function is very useful in checking whether str2 is a substring of str1 or
not.
Return value
This function returns a pointer to the first occurrence in str1 of any of the
entire sequence of characters specified in str2, or a NULL pointer if the
sequence is not present in str1.
.
36. STRING FUNCTIONS
#include<stdio.h>
#include<string.h>
int main ()
{
char str1[55] ="This is a test string for testing";
char str2[20]="test";
char *p;
p = strstr (str1, str2);
if(p)
{
printf("string foundn" ); //i.e str2 is a substring of str1.
printf ("First occurrence of string "test" in "%s" is" " "%s"",str1, p);
}
else
printf("string not foundn" ); // str2 is not a substring of str1.
return 0;
}