Data reusability - PowerPoint PPT Presentation


Understanding Open Government Data Principles and Benefits

Open Government Data (OGD) principles and policies play a vital role in promoting transparency, citizen engagement, innovation, and data-driven decision-making in government operations. Governments worldwide are adopting open data policies to enhance accessibility, reusability, collaboration, privac

0 views • 36 slides


Ask On Data for Efficient Data Wrangling in Data Engineering

In today's data-driven world, organizations rely on robust data engineering pipelines to collect, process, and analyze vast amounts of data efficiently. At the heart of these pipelines lies data wrangling, a critical process that involves cleaning, transforming, and preparing raw data for analysis.

2 views • 2 slides



Data Wrangling like Ask On Data Provides Accurate and Reliable Business Intelligence

In current data world, businesses thrive on their ability to harness and interpret vast amounts of data. This data, however, often comes in raw, unstructured forms, riddled with inconsistencies and errors. To transform this chaotic data into meaningful insights, organizations need robust data wrangl

0 views • 2 slides


Certification of Core Flight Software (cFS) for NASA's Gateway Program

The project aims to certify the Core Flight Software (cFS) for NASA's Gateway program, ensuring safety-critical flight software for Gateway's modules. The certification work is led by a dedicated team, enabling cost savings across the program. The goal is to deliver a class-A certified cFS bundle wh

1 views • 10 slides


Understanding Object Oriented Programming (OOP) Principles

Object-Oriented Programming (OOP) is a software design approach where programmers define data structures and operations. Key principles include objects, classes, data encapsulation, inheritance, polymorphism, and data abstraction. OOP allows for better organization and reusability of code, fostering

0 views • 15 slides


Packaging of Eggs: Types, Factors, and Methods

Egg packaging is crucial to prevent shell damage and ensure product quality during storage and transportation. Factors affecting packaging include quality maintenance, storage facilities, transport type, distance traveled, climatic conditions, and costs. Various methods, such as using filler trays a

0 views • 10 slides


Understanding Classes and Objects in Programming

In programming, classes are fundamental building blocks that define the structure and behavior of objects. Classes contain properties, methods, and events that allow interaction between objects. Objects are instances of classes, created using the `new` keyword. Classes help organize code, encapsulat

0 views • 29 slides


Understanding Java Packages and Their Importance in Programming

An exploration of Java packages, their role in structuring code, organizing classes, and enhancing code reusability. Learn about built-in and user-defined packages, the Java API's package organization, and the different types of packages available in Java programming. Discover how packages help in c

2 views • 18 slides


Understanding Transport Layer Security (TLS)

The lecture discusses key security properties essential for secure communication in computer networks, such as confidentiality, integrity, authentication, and non-repudiation. It elaborates on cryptographic mechanisms for achieving these properties and emphasizes modularity and reusability in implem

1 views • 26 slides


Research Output Management in Higher Education: Metadata and FAIR Principles

Research in higher education focuses on metadata and FAIR principles for effective research output management. The content discusses the challenges related to metadata standardization and the importance of data findability, accessibility, interoperability, and reusability in scientific data manageme

0 views • 22 slides


Advantages and Challenges of Implementing eCTD v4.0 to Overcome Constraints

Embracing eCTD v4.0 offers advantages like harmonized rules, simplified life cycle activities, improved automation, and reusability of submitted documents. While the benefits are substantial, challenges such as evaluating cost-benefit ratios, ensuring compatibility with evolving IT systems, and adap

0 views • 5 slides


Understanding Functions in Python

Functions in Python can be built-in functions provided by Python or functions defined by the user. They enable code reusability by taking inputs, performing computations, and returning results. Function definition, arguments, max function, type conversions are key concepts explored in Python functio

0 views • 11 slides


Exploring Class Design in Java Programming: Coupling, Cohesion, RDD, and Refactoring

Delve into the world of Java programming with a focus on class design principles such as coupling, cohesion, responsibility-driven design (RDD), and refactoring. Understand the importance of good design for code quality, ease of debugging, maintenance, and reusability. Dive into the adventure of Zuu

0 views • 39 slides


Understanding Inheritance and Polymorphism in Python

Exploring the concept of inheritance in object-oriented programming, specifically in Python, to create a hierarchy of classes where subclasses inherit attributes and methods from a superclass. This approach helps to avoid redundancy and promotes code reusability. The relationship between superclasse

0 views • 11 slides


Explore the Extend Language for Declarative Programming

Unveil the Extend language, inspired by the restrictions of spreadsheets, offering a declarative programming approach for reusability. Dive into its basic architecture, lazy evaluation of values, variables handling, and syntax for list comprehensions. Discover its current project status, spanning ov

3 views • 19 slides


Understanding SharePoint Development with Becky Bertram

Delve into the world of SharePoint development with expert Becky Bertram as she covers SharePoint features, solutions, development tools, Visual Studio 2010 integration, and various ways to interact with SharePoint. Explore the concept of features in SharePoint, their scopes, reusability, and activa

2 views • 29 slides


Unveiling the Black Box: ML Prediction Serving Systems

Delve into the world of Machine Learning Prediction Serving Systems with a focus on low latency, high throughput, and minimal resource usage. Explore state-of-the-art models like Clipper and TF Serving, and learn how models can be optimized for performance. Discover the inner workings of models thro

0 views • 30 slides


Introduction to Web Programming: Styling HTML with CSS

Styling HTML with CSS is essential for controlling the layout and design of web pages. CSS offers advantages like flexibility, reusability, and easier maintenance but also has drawbacks such as varying browser support. Learn about naming HTML elements, adding style via CSS, and attaching CSS files t

0 views • 34 slides


Evolution of Separate Compilation and Linking in Computing

Separating compilation and linking processes has been crucial for code reusability and program efficiency in computing history. From the early days of manually recalculating addresses to modern linkers and library routines, the evolution has revolutionized how programs are developed and executed on

0 views • 17 slides


Understanding Inheritance in Object-Oriented Programming

Inheritance is a fundamental concept in C++ that allows for the creation of new classes based on existing classes. This enables code reusability, organization, and the implementation of a hierarchical structure in programming. By using inheritance, developers can efficiently model relationships betw

0 views • 20 slides


Refactoring Methods for Composing Code in Software Construction

Explore the key concepts of refactoring methods for composing code in software development. Learn about techniques such as Extract Method and how they can improve code readability, maintainability, and reusability. Understand the process of creating well-named methods and optimizing code structure f

0 views • 23 slides


Understanding Structural Patterns in Software Design

Structural patterns play a crucial role in controlling the relationships between different parts of applications, enabling compatibility between systems and simplifying user interfaces. Key patterns like Adapter and Bridge facilitate communication and modular design, enhancing reusability and functi

0 views • 59 slides


Understanding Functions in Programming Languages

Functions in programming serve as blocks of computation that allow for code reusability and organization. They enable modularity and help simplify complex tasks by breaking them down into smaller, manageable parts. This article explores the significance of functions in programming through examples i

0 views • 8 slides


Understanding Template Method Design Pattern in Software Design

Today's lecture covers the Template Method design pattern in software design, focusing on defining the pattern, its structure, and providing an example with Tea and Coffee recipes. The pattern allows subclasses to redefine certain algorithm steps without changing the overall structure, promoting cod

0 views • 40 slides


Understanding Object-Oriented Design in Python Programming

Object-Oriented Design (OOD) is a fundamental concept in modern computer applications. It involves structuring systems as black boxes with interfaces, allowing for the encapsulation, polymorphism, and inheritance. OOD separates the implementation details from the user, enabling the design of complex

0 views • 189 slides


Understanding MVC Framework: An Overview

MVC (Model-View-Controller) architecture separates an application into three key components – model, view, and controller. This pattern enhances code reusability, separation of concerns, and business logic organization. Explore the fundamental concepts, components, and communication within MVC for

0 views • 32 slides


Understanding Functions in C Programming

Introduction to C programming functions covering topics such as program modules, function definitions, prototypes, storage classes, scope rules, recursion, and more. Explore the benefits of modular programming, divide and conquer strategies, and the use of existing functions for software reusability

0 views • 32 slides


Understanding User-Defined Functions in Programming

Explore the significance of user-defined functions in programming by learning how they can optimize code reusability and simplify complex tasks. From creating custom functions to calling them, discover the power and flexibility they offer in enhancing code efficiency.

0 views • 44 slides


Understanding C Functions

C functions are independent blocks of code that perform specific tasks when called, enhancing reusability and understandability in programming. This article covers topics such as C function declaration, return values, parameters, and function definitions in detail, offering insights into how functio

0 views • 92 slides


Understanding Nucleic Acid Blotting: Southern Blotting Techniques

Nucleic acid blotting techniques, including Southern blotting, are crucial for transferring DNA, RNA, and proteins for analysis. Southern blotting, developed by Edwin Mellor Southern, is used to probe specific DNA sequences, aiding in applications such as gene isolation, DNA fingerprinting, and dise

0 views • 11 slides


Understanding FAIR Principles in Biomedical Research

The FAIR principles - Findable, Accessible, Interoperable, and Reusable - provide a framework for ensuring scientific data in biomedical research is managed and shared effectively. This informative session delves into the theory and practice of FAIR principles, emphasizing the importance of data qua

0 views • 28 slides


Understanding Polymorphism and Virtual Functions in C++

Polymorphism and virtual functions play a key role in C++ programming, allowing for flexibility and extensibility in code through type compatibility, type casts, pointers, inheritance, and overridden functions. By leveraging these concepts, developers can create efficient and maintainable code struc

0 views • 34 slides


Fundamentals of Object-Oriented Programming in Java

Object-Oriented Programming (OOP) is a methodology that simplifies software development by using classes and objects. This paradigm includes concepts like Object, Class, Inheritance, Polymorphism, Abstraction, and Encapsulation. Other terms used in OOP design include Coupling, Cohesion, Association,

0 views • 54 slides


Overview of Spacecraft Software Engineering Branch Activities

The Spacecraft Software Engineering Branch at NASA's Johnson Space Center (JSC) focuses on developing and implementing critical software for spacecraft systems. Their work includes utilizing the core Flight Executive (cFE) and Core Flight System (CFS) for various projects, such as the Morpheus lande

0 views • 10 slides


Python Functions for Numerical Computing and Scientific Applications

Functions in Python allow for effective code organization and reusability. This lesson covers defining functions with default values, handling multiple arguments, and advanced argument passing techniques. Examples include doubling a number, calculating sum and difference, and processing lists and di

0 views • 21 slides


Understanding Inheritance in Object-Oriented Programming

Inheritance allows a class to inherit properties and characteristics from another class, promoting code reusability and reducing duplication. It is a fundamental feature in Object-Oriented Programming that enhances modularity and scalability by structuring classes hierarchically. Different modes and

0 views • 50 slides


Enhancing Scholarly Content Reusability through Accessibility in JATS XML

Explore the importance of accessibility in JATS XML for scholarly content reusability. Understand the significance of meeting accessibility recommendations, implications for different reader groups, and the impact on creating accessible documents in various formats. Delve into key questions guiding

0 views • 27 slides


Challenges and Solutions in Research Information Systems

Research information systems face challenges in interoperability, data reusability, and organization. To address these, adopting standard metadata formats, authority files, and persistent identifiers is crucial. Implementing standard interfaces, data quality control, and certification are essential

0 views • 22 slides


Enhancing Programming Skills: Iteration and Problem Solving in CS Course

Central concepts of iteration and problem-solving techniques in a Computer Science course are explored and valued by students in Chapter 6. Feedback highlights the effectiveness of TA support, engaging teaching methods, and practical exercises. Suggestions for improvement include better alignment of

0 views • 12 slides


Understanding Persistence Ignorance in Domain Models

Persistence Ignorance is a concept in software development where domain models do not contain any persistence-related code, focusing solely on business logic. This approach promotes separation of concerns, single responsibility, loose coupling, testability, and reusability. NHibernate and Plain Old

0 views • 8 slides