This document discusses fundamental data types in Java, including numeric types like integers and floating-point numbers. It covers topics like memory layout, number literals, overflow and rounding errors, constants, and arithmetic expressions. It also discusses reading input from the keyboard and producing formatted output. The goals are to understand the numeric types and their limitations, properly use constants, write arithmetic expressions, manipulate strings, and write programs that take input and produce output.
This document discusses generic programming in Java. It begins by stating the goals of understanding generic classes and methods, and the limitations of generics in Java. It then explains that generic classes use type parameters to work with different types, and provides an example of the ArrayList generic class. It also discusses how generics increase type safety. The document provides examples of implementing generic classes like Pair and generic methods. It describes how to constrain type variables and discusses the Comparable interface.
The document discusses designing good object-oriented classes. It provides guidance on choosing appropriate classes, maintaining cohesion so that classes represent single concepts, minimizing dependencies between classes, and reducing side effects from method calls. Examples are given for common patterns when designing classes, such as keeping a running total, counting events, collecting object values, managing object properties, modeling object states, and describing an object's position. The reader is taught how to apply these design principles and patterns when modeling real-world problems as classes, methods, and objects.
This document summarizes key concepts about using decisions and conditional logic in code. It discusses if statements and comparing values using relational operators. It covers comparing integers, floating-point numbers, strings, and objects. It also discusses avoiding duplication in if/else branches, boolean expressions, logical operators, nested conditional logic, and validating user input.
The document discusses implementing classes in Java. It begins with an example class called Counter that models a tally counter. It then covers key concepts for implementing classes like instance variables, methods, constructors, and encapsulation. It provides examples of implementing a simple Counter class with methods like click(), getValue(), and reset(). It also discusses specifying the public interface of a class before implementation, using a hypothetical BankAccount class as an example.
This document contains a chapter about fundamental data types in Java. It discusses integer and floating-point numbers, limitations of numeric types including overflow and rounding errors, proper use of constants, and arithmetic expressions. It also covers the String type and reading/writing input and output. Memory layouts for primitive types, objects, and aliasing are described.
This document discusses input/output and exception handling in Java. It covers reading and writing text files, including using Scanner and PrintWriter classes. It provides examples of reading numbers from a file and writing them out with formatting. It also discusses different file formats like text, HTML, and XML files. Finally, it covers techniques for reading text files like reading words, characters, and lines of text.
This document discusses arrays and array lists in Java. It covers how to declare and initialize arrays, access array elements using indexes, and common array algorithms. The key points covered include:
- Arrays collect a sequence of values of the same type and are initialized using syntax like new double[10].
- Individual array elements are accessed using an integer index and the [] operator (e.g. array[i]).
- The enhanced for loop provides a simplified way to traverse all elements of an array without using indexes.
- Arrays can be passed as arguments to and returned from methods. Partially filled arrays require tracking the number of elements using a companion variable.
This document discusses fundamental data types in Java, including numeric types and strings. It aims to explain integer and floating-point numbers, limitations of numeric types including overflow and rounding errors, proper use of constants, and arithmetic expressions. Numeric types in Java include four integer types and two floating-point types. Integer values use two's complement encoding while floating-point values follow the IEEE 754 standard. The document also demonstrates a CashRegister class example to work with monetary values.
This document discusses generic programming in Java. It begins by stating the goals of understanding generic classes and methods, and the limitations of generics in Java. It then explains that generic classes use type parameters to work with different types, and provides an example of the ArrayList generic class. It also discusses how generics increase type safety. The document provides examples of implementing generic classes like Pair and generic methods. It describes how to constrain type variables and discusses the Comparable interface.
The document discusses designing good object-oriented classes. It provides guidance on choosing appropriate classes, maintaining cohesion so that classes represent single concepts, minimizing dependencies between classes, and reducing side effects from method calls. Examples are given for common patterns when designing classes, such as keeping a running total, counting events, collecting object values, managing object properties, modeling object states, and describing an object's position. The reader is taught how to apply these design principles and patterns when modeling real-world problems as classes, methods, and objects.
This document summarizes key concepts about using decisions and conditional logic in code. It discusses if statements and comparing values using relational operators. It covers comparing integers, floating-point numbers, strings, and objects. It also discusses avoiding duplication in if/else branches, boolean expressions, logical operators, nested conditional logic, and validating user input.
The document discusses implementing classes in Java. It begins with an example class called Counter that models a tally counter. It then covers key concepts for implementing classes like instance variables, methods, constructors, and encapsulation. It provides examples of implementing a simple Counter class with methods like click(), getValue(), and reset(). It also discusses specifying the public interface of a class before implementation, using a hypothetical BankAccount class as an example.
This document contains a chapter about fundamental data types in Java. It discusses integer and floating-point numbers, limitations of numeric types including overflow and rounding errors, proper use of constants, and arithmetic expressions. It also covers the String type and reading/writing input and output. Memory layouts for primitive types, objects, and aliasing are described.
This document discusses input/output and exception handling in Java. It covers reading and writing text files, including using Scanner and PrintWriter classes. It provides examples of reading numbers from a file and writing them out with formatting. It also discusses different file formats like text, HTML, and XML files. Finally, it covers techniques for reading text files like reading words, characters, and lines of text.
This document discusses arrays and array lists in Java. It covers how to declare and initialize arrays, access array elements using indexes, and common array algorithms. The key points covered include:
- Arrays collect a sequence of values of the same type and are initialized using syntax like new double[10].
- Individual array elements are accessed using an integer index and the [] operator (e.g. array[i]).
- The enhanced for loop provides a simplified way to traverse all elements of an array without using indexes.
- Arrays can be passed as arguments to and returned from methods. Partially filled arrays require tracking the number of elements using a companion variable.
This document discusses fundamental data types in Java, including numeric types and strings. It aims to explain integer and floating-point numbers, limitations of numeric types including overflow and rounding errors, proper use of constants, and arithmetic expressions. Numeric types in Java include four integer types and two floating-point types. Integer values use two's complement encoding while floating-point values follow the IEEE 754 standard. The document also demonstrates a CashRegister class example to work with monetary values.
The document discusses sorting and searching algorithms. It introduces selection sort and insertion sort. Selection sort works by repeatedly finding the smallest element and swapping it into the sorted position. Insertion sort iterates through the array and inserts each element into the sorted position. The document also introduces merge sort, which works by recursively sorting and merging halves of the array.
The document discusses recursion and provides examples of using recursion to solve problems. It begins by listing the chapter goals, which include learning to think recursively and use recursive helper methods. It then provides examples of computing the area of a triangle recursively and tracing through the recursive calls. The document emphasizes that for recursion to work there must be base cases for the simplest inputs and each call must simplify the problem. It provides tips for thinking recursively and implementing recursive solutions using helper methods when needed.
This document provides an overview of the Java Collections Framework. It discusses the main interfaces like Collection, List, Set, Map and their implementing classes like ArrayList, LinkedList, HashSet, TreeSet, HashMap, and TreeMap. It also covers topics like iterators, choosing appropriate collections, and using stacks, queues and priority queues. Examples are provided to demonstrate working with sets, maps, and using collections for problems like spell checking. The document aims to teach how to use the collection classes provided in the Java library and choose appropriate collections to solve programming problems.
This document contains a chapter about fundamental data types in Java. It discusses integer and floating-point numbers, limitations of numeric types including overflow and rounding errors, proper use of constants, and string manipulation. The chapter aims to explain memory layout for different data types, number systems, and causes of errors when performing arithmetic operations in Java.
The document discusses interfaces in Java. It explains that interfaces are used to define common operations that unrelated classes can implement. An interface defines method signatures but not method bodies. Classes implement interfaces to provide the method implementations. The document provides examples of defining and implementing a Measurable interface to allow computing the average of different object types. It also discusses the Comparable interface and how interfaces enable polymorphism.
The document discusses decision making and if statements in Java. It provides examples of using if statements to compare integers, floating point numbers, strings, and objects. It also covers comparing values using relational operators and validating user input. The document shows how to use cascaded if/else if statements to handle multiple alternatives and conditional logic. Examples are provided to simulate an elevator that skips the 13th floor and to describe earthquake damage based on magnitude on the Richter scale.
This document discusses objects and classes in Java. It begins by explaining that objects have particular behaviors and that programs are built from objects. An object is defined as an entity that can be manipulated by calling its methods. A method performs a sequence of instructions and may access an object's data. The document uses various examples to illustrate objects, classes, variables, methods, arguments, and return values. It explains that classes group objects with the same behaviors and determine the public interface of objects, though not their internal implementation. Overall, the document provides an introduction to fundamental concepts in object-oriented programming using Java.
This document discusses loops in programming. It covers while loops, for loops, and do-while loops. It provides examples of using these loops to calculate investment growth over multiple years. Key points covered include initializing and updating loop counters, checking loop conditions, and hand tracing code execution to identify errors. Nested loops and common loop errors like infinite loops are also discussed.
The document discusses inheritance and subclasses in object-oriented programming. It covers:
[1] Inheritance allows subclasses to inherit and reuse attributes and behaviors from a superclass. A subclass specializes a superclass.
[2] Implementing a subclass involves extending the superclass and optionally adding new attributes, methods, or overriding existing methods.
[3] The ChoiceQuestion subclass extends the Question superclass by adding a choices attribute and overriding the display method to show choices. Calling super.display() displays the inherited question text.
This document discusses object-oriented design and provides an example of designing an invoice printing program. It begins by outlining the goals of learning object-oriented design techniques. It then covers discovering classes by looking for nouns, using CRC cards to define class responsibilities and collaborators, and modeling class relationships with UML diagrams. The document walks through applying these techniques to design an invoice printing program, including sample CRC cards, UML diagrams, and JavaDoc class documentation. It concludes by discussing implementing the designed classes.
The document provides an overview of defining custom classes in Java, including how to return objects from methods, use the 'this' keyword, define overloaded methods and constructors, create class and static methods, implement parameter passing, organize classes into packages, and document classes with Javadoc comments. Key concepts like inheritance, polymorphism, and abstraction are not discussed. The chapter aims to describe the basics of defining custom classes in Java.
This document provides an overview of writing simple Java programs. It introduces key Java concepts like objects, classes, methods, and standard library classes.
The first program example displays a window using the JFrame class. Object declaration and creation are described. Standard classes like JOptionPane, String, Date, and SimpleDateFormat are presented.
Program development is explained using an incremental approach. Comments, imports, and class/method declarations are covered. Object-oriented concepts like objects, messages, and dependencies are illustrated in program diagrams.
The document discusses defining programmer-defined classes in Java. It provides an example of defining a Bicycle class with data members and methods, and using it to track bicycle ownership. It then expands on this example by defining an Account class and using both classes in a sample program. The key aspects covered include defining classes, using visibility modifiers, passing objects to methods, and differentiating local variables from data members and parameters.
This presentation is a part of the COP2272C college level course taught at the Florida Polytechnic University located in Lakeland Florida. The purpose of this course is to introduce students to the C++ language and the fundamentals of object orientated programming..
The course is one semester in length and meets for 2 hours twice a week. The Instructor is Dr. Jim Anderson.
This document discusses Java generics. It defines generics as providing abstraction over types, allowing classes, interfaces, and methods to be parameterized by types. This allows for type-safe code by catching type errors at compile-time rather than runtime. The document covers defining and using generic classes and methods, generics and subtyping, wildcards, type erasure, interoperability between generic and non-generic code, and creating your own generic classes.
The document discusses collections and delegates in C#. It provides 3 key points:
1) Collection classes like ArrayList and List store and retrieve data. ArrayList stores different data types while List stores a specific type. Both implement common interfaces.
2) Exceptions represent errors that occur at runtime. try and catch blocks separate error handling code from regular code. Finally blocks execute regardless of exceptions.
3) Delegates allow functions to be passed as arguments. A delegate object holds a reference to a method. This allows a method like PrintMessage to call either Welcome or Goodbye depending on a condition.
Java's eight primitive data types each have a corresponding wrapper class that allows them to be used as objects. The wrapper classes are in the java.lang package and include classes like Integer and Double. Wrapper classes "wrap" the primitive types in objects. For example, an Integer object holds an int value. Wrapper classes have methods to convert between the primitive type and its object representation.
In this lesson you will learn how to use basic syntax, conditions, if-else statements and loops (for-loop, while-loop and do-while-loop) in Java and how to use the debugger.
Watch the video lesson and access the hands-on exercises here: https://softuni.org/code-lessons/java-foundations-certification-basic-syntax-conditions-and-loops
This document discusses two-dimensional arrays in Java. It begins by providing motivations for using two-dimensional arrays to represent matrices and tables. It then outlines the objectives of the chapter, which include declaring and initializing two-dimensional arrays, common operations on them like printing and summing elements, passing them as parameters to methods, and using them to solve problems like grading multiple choice tests and finding closest pairs of points. The document provides examples of declaring, initializing, accessing elements of, and performing operations on two-dimensional arrays in Java.
The document is a chapter from a Java programming textbook about fundamental data types in Java. It discusses integer and floating-point number types, constants, arithmetic expressions, and string types. It provides examples of defining and using numeric variables and constants, arithmetic operations, and casting between types. It also includes self-check questions and answers about numeric concepts in Java.
The document provides information about Core Java concepts including:
1. James Gosling initiated the Java language project in 1991 and Sun released the first public implementation as Java 1.0 in 1995 with the promise of "Write Once, Run Anywhere".
2. Oracle acquired Sun Microsystems in 2010 and has worked to build fully integrated systems optimized for performance.
3. The document discusses the differences between C++ and Java and covers Java concepts like objects, classes, methods, variables, data types, identifiers, arrays and the Java Virtual Machine (JVM).
James Gosling initiated the Java language project in 1991. The first public implementation of Java was released as Java 1.0 in 1995. Oracle acquired Sun Microsystems in 2010. Java is an object-oriented programming language that is platform independent and promises "Write Once, Run Anywhere". A key component of Java is the Java Virtual Machine (JVM) which is responsible for memory allocation and provides a runtime environment for executing Java bytecode.
The document discusses sorting and searching algorithms. It introduces selection sort and insertion sort. Selection sort works by repeatedly finding the smallest element and swapping it into the sorted position. Insertion sort iterates through the array and inserts each element into the sorted position. The document also introduces merge sort, which works by recursively sorting and merging halves of the array.
The document discusses recursion and provides examples of using recursion to solve problems. It begins by listing the chapter goals, which include learning to think recursively and use recursive helper methods. It then provides examples of computing the area of a triangle recursively and tracing through the recursive calls. The document emphasizes that for recursion to work there must be base cases for the simplest inputs and each call must simplify the problem. It provides tips for thinking recursively and implementing recursive solutions using helper methods when needed.
This document provides an overview of the Java Collections Framework. It discusses the main interfaces like Collection, List, Set, Map and their implementing classes like ArrayList, LinkedList, HashSet, TreeSet, HashMap, and TreeMap. It also covers topics like iterators, choosing appropriate collections, and using stacks, queues and priority queues. Examples are provided to demonstrate working with sets, maps, and using collections for problems like spell checking. The document aims to teach how to use the collection classes provided in the Java library and choose appropriate collections to solve programming problems.
This document contains a chapter about fundamental data types in Java. It discusses integer and floating-point numbers, limitations of numeric types including overflow and rounding errors, proper use of constants, and string manipulation. The chapter aims to explain memory layout for different data types, number systems, and causes of errors when performing arithmetic operations in Java.
The document discusses interfaces in Java. It explains that interfaces are used to define common operations that unrelated classes can implement. An interface defines method signatures but not method bodies. Classes implement interfaces to provide the method implementations. The document provides examples of defining and implementing a Measurable interface to allow computing the average of different object types. It also discusses the Comparable interface and how interfaces enable polymorphism.
The document discusses decision making and if statements in Java. It provides examples of using if statements to compare integers, floating point numbers, strings, and objects. It also covers comparing values using relational operators and validating user input. The document shows how to use cascaded if/else if statements to handle multiple alternatives and conditional logic. Examples are provided to simulate an elevator that skips the 13th floor and to describe earthquake damage based on magnitude on the Richter scale.
This document discusses objects and classes in Java. It begins by explaining that objects have particular behaviors and that programs are built from objects. An object is defined as an entity that can be manipulated by calling its methods. A method performs a sequence of instructions and may access an object's data. The document uses various examples to illustrate objects, classes, variables, methods, arguments, and return values. It explains that classes group objects with the same behaviors and determine the public interface of objects, though not their internal implementation. Overall, the document provides an introduction to fundamental concepts in object-oriented programming using Java.
This document discusses loops in programming. It covers while loops, for loops, and do-while loops. It provides examples of using these loops to calculate investment growth over multiple years. Key points covered include initializing and updating loop counters, checking loop conditions, and hand tracing code execution to identify errors. Nested loops and common loop errors like infinite loops are also discussed.
The document discusses inheritance and subclasses in object-oriented programming. It covers:
[1] Inheritance allows subclasses to inherit and reuse attributes and behaviors from a superclass. A subclass specializes a superclass.
[2] Implementing a subclass involves extending the superclass and optionally adding new attributes, methods, or overriding existing methods.
[3] The ChoiceQuestion subclass extends the Question superclass by adding a choices attribute and overriding the display method to show choices. Calling super.display() displays the inherited question text.
This document discusses object-oriented design and provides an example of designing an invoice printing program. It begins by outlining the goals of learning object-oriented design techniques. It then covers discovering classes by looking for nouns, using CRC cards to define class responsibilities and collaborators, and modeling class relationships with UML diagrams. The document walks through applying these techniques to design an invoice printing program, including sample CRC cards, UML diagrams, and JavaDoc class documentation. It concludes by discussing implementing the designed classes.
The document provides an overview of defining custom classes in Java, including how to return objects from methods, use the 'this' keyword, define overloaded methods and constructors, create class and static methods, implement parameter passing, organize classes into packages, and document classes with Javadoc comments. Key concepts like inheritance, polymorphism, and abstraction are not discussed. The chapter aims to describe the basics of defining custom classes in Java.
This document provides an overview of writing simple Java programs. It introduces key Java concepts like objects, classes, methods, and standard library classes.
The first program example displays a window using the JFrame class. Object declaration and creation are described. Standard classes like JOptionPane, String, Date, and SimpleDateFormat are presented.
Program development is explained using an incremental approach. Comments, imports, and class/method declarations are covered. Object-oriented concepts like objects, messages, and dependencies are illustrated in program diagrams.
The document discusses defining programmer-defined classes in Java. It provides an example of defining a Bicycle class with data members and methods, and using it to track bicycle ownership. It then expands on this example by defining an Account class and using both classes in a sample program. The key aspects covered include defining classes, using visibility modifiers, passing objects to methods, and differentiating local variables from data members and parameters.
This presentation is a part of the COP2272C college level course taught at the Florida Polytechnic University located in Lakeland Florida. The purpose of this course is to introduce students to the C++ language and the fundamentals of object orientated programming..
The course is one semester in length and meets for 2 hours twice a week. The Instructor is Dr. Jim Anderson.
This document discusses Java generics. It defines generics as providing abstraction over types, allowing classes, interfaces, and methods to be parameterized by types. This allows for type-safe code by catching type errors at compile-time rather than runtime. The document covers defining and using generic classes and methods, generics and subtyping, wildcards, type erasure, interoperability between generic and non-generic code, and creating your own generic classes.
The document discusses collections and delegates in C#. It provides 3 key points:
1) Collection classes like ArrayList and List store and retrieve data. ArrayList stores different data types while List stores a specific type. Both implement common interfaces.
2) Exceptions represent errors that occur at runtime. try and catch blocks separate error handling code from regular code. Finally blocks execute regardless of exceptions.
3) Delegates allow functions to be passed as arguments. A delegate object holds a reference to a method. This allows a method like PrintMessage to call either Welcome or Goodbye depending on a condition.
Java's eight primitive data types each have a corresponding wrapper class that allows them to be used as objects. The wrapper classes are in the java.lang package and include classes like Integer and Double. Wrapper classes "wrap" the primitive types in objects. For example, an Integer object holds an int value. Wrapper classes have methods to convert between the primitive type and its object representation.
In this lesson you will learn how to use basic syntax, conditions, if-else statements and loops (for-loop, while-loop and do-while-loop) in Java and how to use the debugger.
Watch the video lesson and access the hands-on exercises here: https://softuni.org/code-lessons/java-foundations-certification-basic-syntax-conditions-and-loops
This document discusses two-dimensional arrays in Java. It begins by providing motivations for using two-dimensional arrays to represent matrices and tables. It then outlines the objectives of the chapter, which include declaring and initializing two-dimensional arrays, common operations on them like printing and summing elements, passing them as parameters to methods, and using them to solve problems like grading multiple choice tests and finding closest pairs of points. The document provides examples of declaring, initializing, accessing elements of, and performing operations on two-dimensional arrays in Java.
The document is a chapter from a Java programming textbook about fundamental data types in Java. It discusses integer and floating-point number types, constants, arithmetic expressions, and string types. It provides examples of defining and using numeric variables and constants, arithmetic operations, and casting between types. It also includes self-check questions and answers about numeric concepts in Java.
The document provides information about Core Java concepts including:
1. James Gosling initiated the Java language project in 1991 and Sun released the first public implementation as Java 1.0 in 1995 with the promise of "Write Once, Run Anywhere".
2. Oracle acquired Sun Microsystems in 2010 and has worked to build fully integrated systems optimized for performance.
3. The document discusses the differences between C++ and Java and covers Java concepts like objects, classes, methods, variables, data types, identifiers, arrays and the Java Virtual Machine (JVM).
James Gosling initiated the Java language project in 1991. The first public implementation of Java was released as Java 1.0 in 1995. Oracle acquired Sun Microsystems in 2010. Java is an object-oriented programming language that is platform independent and promises "Write Once, Run Anywhere". A key component of Java is the Java Virtual Machine (JVM) which is responsible for memory allocation and provides a runtime environment for executing Java bytecode.
This document provides an introduction to Python programming language. It discusses what Python is, its features, applications, and how it compares to compiled languages in terms of compiling versus interpreting. It also covers installing Python, different Python environments like the Python shell, IDLE, Jupyter Notebook, and Anaconda. Basic Python concepts like variables, data types, operators, functions, modules, and math module commands are explained. The reader is instructed to install NumPy and SciPy using conda for the next lab and test the installations.
This C program reads in two integer values from the user, adds them together, and prints out the sum. It declares three integer variables - x and y to store the input values, and sum to store the result of adding x and y. It uses scanf to read in values for x and y, calculates the sum, and prints it out along with x and y using printf.
This document discusses an introduction to Java programming and data structures. It covers chapters on elementary programming concepts like variables, data types, operators, and input/output. The chapter objectives are listed and include writing programs to perform calculations, obtaining input from the console, using identifiers, variables, and constants. Examples are provided to illustrate computing the area of a circle, reading input, and numeric data types.
C++ Basics introduction to typecasting Webinar Slides 1Ali Raza Jilani
The document provides information about algorithms and programming fundamentals in C++. It discusses what algorithms are, how to write them, and examples of algorithms to determine if a number is even or odd or if a student passed an exam. It also covers flowcharts, programming languages, data types, variables, operators, and comments in C++.
TeelTech - Advancing Mobile Device Forensics (online version)Mike Felch
This document provides an overview of a training on advancing mobile device forensics through reverse engineering and programming techniques. It discusses how traditional forensic tools are becoming less effective at recovering data from newer devices and applications that are designed for privacy. The training will demonstrate extracting artifacts from a raw device image using a hex editor and Python scripts. It also outlines a simulated criminal investigation involving the murder of a victim, and how analyzing the digital evidence from the victim and suspect's mobile phones through these new techniques revealed deleted messages that are relevant to the case.
This document summarizes a project report submitted by Anish Yadav for a summer training at HCL CDC on Core Java (J2SE). The project involved developing the game "Housie" using Java Swing and event handling. The report acknowledges the guidance provided, describes the game and its winning combinations, outlines the objectives and hardware/software requirements, and discusses key aspects of Java used in developing the project.
03 and 04 .Operators, Expressions, working with the console and conditional s...Intro C# Book
The document discusses Java syntax and concepts including:
1. It introduces primitive data types in Java like int, float, boolean and String.
2. It covers variables, operators, and expressions - how they are used to store and manipulate data in Java.
3. It explains console input and output using Scanner and System.out methods for reading user input and printing output.
4. It provides examples of using conditional statements like if and if-else to control program flow based on conditions.
This document provides an overview of the Java programming language. It discusses Java's history and why it was created. It also outlines some of Java's key fundamentals like variables, data types, operators, and control statements. Additionally, it covers object-oriented programming concepts in Java like classes, objects, inheritance and encapsulation. The document is intended to help readers get started with learning Java.
How To Code in C# The Complete Course. From data types to object orientation. Includes code samples and exercises.
Topics
Getting Started with C#
C# Language Fundamentals
Branching
Operators
Object-Orientated Programming
Classes and Objects
Inside Methods
Debugging
Inheritance and Polymorphism
Operator Overloading
Structs
Interfaces
Arrays
Collection Interfaces and Types
Strings
Throwing and Catching Exceptions
Delegates and EventsGenerics
New Language Features
This material is developed in such beautiful manner to the beginners of C language can understand it accurately.
Every concept In material is explained in well disciplined.
Even it will be helpful to the professors for presenting lecture in class room
Fundamentals of Programming Constructs.pptxvijayapraba1
The algorithm involves taking Celsius temperature as input, multiplying it by 1.8 and adding 32 to convert it to Fahrenheit. This is implemented in a C program that takes Celsius input, performs the conversion calculation and prints the Fahrenheit output.
This document discusses unit testing and test-driven development (TDD) in ABAP. It defines unit testing as a method to test individual units of code, such as methods and functions, to find bugs early. An xUnit framework provides automated testing with setup, test, and teardown methods. SAP's implementation is called ABAP Unit. TDD involves writing tests before code is written in a cycle of red, green, refactor to drive the development process. The document concludes with a code kata example to practice TDD with converting numbers to Roman numerals.
Structured Languages- Need and Characteristics of OOP, Data Types and Modifiers, Arrays, Classes, Objects, Pointers, References, Difference between Pointers and References, Inheritance, Constructors, Destructors, and Polymorphism.
This document discusses data types in C programming. It introduces the four basic data types - integer, float, char, and void. Integer is used for whole numbers, float for numbers with decimals, char for single characters, and void for functions without return values. Variables must be declared with a data type before use. Standard input and output functions like scanf and printf are demonstrated for getting user input and displaying output.
DEEP LEARNING FOR SMART GRID INTRUSION DETECTION: A HYBRID CNN-LSTM-BASED MODELgerogepatton
As digital technology becomes more deeply embedded in power systems, protecting the communication
networks of Smart Grids (SG) has emerged as a critical concern. Distributed Network Protocol 3 (DNP3)
represents a multi-tiered application layer protocol extensively utilized in Supervisory Control and Data
Acquisition (SCADA)-based smart grids to facilitate real-time data gathering and control functionalities.
Robust Intrusion Detection Systems (IDS) are necessary for early threat detection and mitigation because
of the interconnection of these networks, which makes them vulnerable to a variety of cyberattacks. To
solve this issue, this paper develops a hybrid Deep Learning (DL) model specifically designed for intrusion
detection in smart grids. The proposed approach is a combination of the Convolutional Neural Network
(CNN) and the Long-Short-Term Memory algorithms (LSTM). We employed a recent intrusion detection
dataset (DNP3), which focuses on unauthorized commands and Denial of Service (DoS) cyberattacks, to
train and test our model. The results of our experiments show that our CNN-LSTM method is much better
at finding smart grid intrusions than other deep learning algorithms used for classification. In addition,
our proposed approach improves accuracy, precision, recall, and F1 score, achieving a high detection
accuracy rate of 99.50%.
Introduction- e - waste – definition - sources of e-waste– hazardous substances in e-waste - effects of e-waste on environment and human health- need for e-waste management– e-waste handling rules - waste minimization techniques for managing e-waste – recycling of e-waste - disposal treatment methods of e- waste – mechanism of extraction of precious metal from leaching solution-global Scenario of E-waste – E-waste in India- case studies.
KuberTENes Birthday Bash Guadalajara - K8sGPT first impressionsVictor Morales
K8sGPT is a tool that analyzes and diagnoses Kubernetes clusters. This presentation was used to share the requirements and dependencies to deploy K8sGPT in a local environment.
Understanding Inductive Bias in Machine LearningSUTEJAS
This presentation explores the concept of inductive bias in machine learning. It explains how algorithms come with built-in assumptions and preferences that guide the learning process. You'll learn about the different types of inductive bias and how they can impact the performance and generalizability of machine learning models.
The presentation also covers the positive and negative aspects of inductive bias, along with strategies for mitigating potential drawbacks. We'll explore examples of how bias manifests in algorithms like neural networks and decision trees.
By understanding inductive bias, you can gain valuable insights into how machine learning models work and make informed decisions when building and deploying them.
Redefining brain tumor segmentation: a cutting-edge convolutional neural netw...IJECEIAES
Medical image analysis has witnessed significant advancements with deep learning techniques. In the domain of brain tumor segmentation, the ability to
precisely delineate tumor boundaries from magnetic resonance imaging (MRI)
scans holds profound implications for diagnosis. This study presents an ensemble convolutional neural network (CNN) with transfer learning, integrating
the state-of-the-art Deeplabv3+ architecture with the ResNet18 backbone. The
model is rigorously trained and evaluated, exhibiting remarkable performance
metrics, including an impressive global accuracy of 99.286%, a high-class accuracy of 82.191%, a mean intersection over union (IoU) of 79.900%, a weighted
IoU of 98.620%, and a Boundary F1 (BF) score of 83.303%. Notably, a detailed comparative analysis with existing methods showcases the superiority of
our proposed model. These findings underscore the model’s competence in precise brain tumor localization, underscoring its potential to revolutionize medical
image analysis and enhance healthcare outcomes. This research paves the way
for future exploration and optimization of advanced CNN models in medical
imaging, emphasizing addressing false positives and resource efficiency.
Literature Review Basics and Understanding Reference Management.pptxDr Ramhari Poudyal
Three-day training on academic research focuses on analytical tools at United Technical College, supported by the University Grant Commission, Nepal. 24-26 May 2024
Advanced control scheme of doubly fed induction generator for wind turbine us...IJECEIAES
This paper describes a speed control device for generating electrical energy on an electricity network based on the doubly fed induction generator (DFIG) used for wind power conversion systems. At first, a double-fed induction generator model was constructed. A control law is formulated to govern the flow of energy between the stator of a DFIG and the energy network using three types of controllers: proportional integral (PI), sliding mode controller (SMC) and second order sliding mode controller (SOSMC). Their different results in terms of power reference tracking, reaction to unexpected speed fluctuations, sensitivity to perturbations, and resilience against machine parameter alterations are compared. MATLAB/Simulink was used to conduct the simulations for the preceding study. Multiple simulations have shown very satisfying results, and the investigations demonstrate the efficacy and power-enhancing capabilities of the suggested control system.
Embedded machine learning-based road conditions and driving behavior monitoringIJECEIAES
Car accident rates have increased in recent years, resulting in losses in human lives, properties, and other financial costs. An embedded machine learning-based system is developed to address this critical issue. The system can monitor road conditions, detect driving patterns, and identify aggressive driving behaviors. The system is based on neural networks trained on a comprehensive dataset of driving events, driving styles, and road conditions. The system effectively detects potential risks and helps mitigate the frequency and impact of accidents. The primary goal is to ensure the safety of drivers and vehicles. Collecting data involved gathering information on three key road events: normal street and normal drive, speed bumps, circular yellow speed bumps, and three aggressive driving actions: sudden start, sudden stop, and sudden entry. The gathered data is processed and analyzed using a machine learning system designed for limited power and memory devices. The developed system resulted in 91.9% accuracy, 93.6% precision, and 92% recall. The achieved inference time on an Arduino Nano 33 BLE Sense with a 32-bit CPU running at 64 MHz is 34 ms and requires 2.6 kB peak RAM and 139.9 kB program flash memory, making it suitable for resource-constrained embedded systems.
CHINA’S GEO-ECONOMIC OUTREACH IN CENTRAL ASIAN COUNTRIES AND FUTURE PROSPECTjpsjournal1
The rivalry between prominent international actors for dominance over Central Asia's hydrocarbon
reserves and the ancient silk trade route, along with China's diplomatic endeavours in the area, has been
referred to as the "New Great Game." This research centres on the power struggle, considering
geopolitical, geostrategic, and geoeconomic variables. Topics including trade, political hegemony, oil
politics, and conventional and nontraditional security are all explored and explained by the researcher.
Using Mackinder's Heartland, Spykman Rimland, and Hegemonic Stability theories, examines China's role
in Central Asia. This study adheres to the empirical epistemological method and has taken care of
objectivity. This study analyze primary and secondary research documents critically to elaborate role of
china’s geo economic outreach in central Asian countries and its future prospect. China is thriving in trade,
pipeline politics, and winning states, according to this study, thanks to important instruments like the
Shanghai Cooperation Organisation and the Belt and Road Economic Initiative. According to this study,
China is seeing significant success in commerce, pipeline politics, and gaining influence on other
governments. This success may be attributed to the effective utilisation of key tools such as the Shanghai
Cooperation Organisation and the Belt and Road Economic Initiative.