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Core Functions of MIS:
Data Collection:
MIS systems gather data from various sources, both internal and external to the organization.
Data Processing:
Collected data is processed, analyzed, and transformed into meaningful information through various techniques.
Information Storage:
Processed information is stored in a structured manner for easy access and retrieval.
Information Dissemination:
The system distributes relevant information to the appropriate users in a timely manner.
Decision Support:
MIS provides the information needed by managers to make informed decisions, solve problems, and plan for the future.
Key Components of MIS:
Hardware: The physical components of the system, such as computers, servers, and networks.
Software: The applications and programs used to process and analyze data.
People: Individuals who operate and maintain the system and utilize the information it provides.
Procedures: The established rules and processes for using the system.
Data: The raw facts and figures collected and processed by the system.

Edited: Core Functions of MIS:
Data Collection:
MIS systems gather data from various sources, both internal and external to the organization.
Data Processing:
Collected data is processed, analyzed, and transformed into meaningful information through various techniques.
Information Storage:
Processed information is stored in a structured manner for easy access and retrieval.
Information Dissemination:
The system distributes relevant information to the appropriate users in a timely manner.
Decision Support:
MIS provides the information needed by managers to make informed decisions, solve problems, and plan for the future.
Key Components of MIS:
Hardware: The physical components of the system, such as computers, servers, and networks.
Software: The applications and programs used to process and analyze data.
People: Individuals who operate and maintain the system and utilize the information it provides.
Procedures: The established rules and processes for using the system.
Data: The raw facts and figures collected and processed by the system.

Edit: Management Information System (MIS) is a computer-based system that provides managers with the tools to organize, analyze, and access data to support decision-making, improve strategies, and monitor operations within an organization. It integrates data collection, processing, and analysis to provide timely and accurate information for informed decision-making at all levels of the organization.

Edited: Natural disasters can have devastating consequences, including:
Loss of life and injury:
Human casualties are a tragic outcome of many natural disasters.
Property damage:
Buildings, infrastructure, and personal belongings can be destroyed or damaged.
Economic disruption:
Disasters can disrupt local economies, causing significant financial losses.
Environmental damage:
Natural disasters can lead to habitat destruction, pollution, and other environmental problems.
Importance of Preparedness:
While natural disasters are inevitable, being prepared can significantly reduce their impact:
Early warning systems: Timely warnings allow communities to evacuate and take necessary precautions.
Building codes and regulations: Stronger infrastructure can better withstand natural hazards.
Community awareness and education: Educating the public about disaster preparedness is crucial.
Emergency response plans: Having well-defined plans for responding to disasters can save lives and minimize damage.

The Agile Alliance defines 12 lightness principles for those who need to attain agility:

Our highest priority is to satisfy the client through early and continuous delivery of valuable computer software.
Welcome dynamic necessities, even late in development. Agile Processes harness modification for the customer’s competitive advantage.
Deliver operating computer software often, from a pair of weeks to a couple of months, with a preference to the shorter timescale.
Business individuals and developers should work along daily throughout the project.
The build comes around actuated people. offer them the setting and support they have, and trust them to urge the task done.
the foremost economical and effective methodology of conveyancing info to and among a development team is face-to-face speech.
Working with computer software is the primary life of progress.
Agile processes promote property development. The sponsors, developers, and users will be able to maintain a relentless pace indefinitely.
Continuous attention to technical excellence and smart style enhances nimbleness.
Simplicity—the art of maximizing the number of work not done—is essential.
the most effective architectures, necessities, and styles emerge from self–organizing groups.
At regular intervals, the team reflects on a way to become simpler, then tunes and adjusts its behavior consequently.

This is a pathway about Social and Emotional Learning

API testing is a procedure developers use to evaluate APIs' functionality, efficacy, and security. Before releasing their software, the results of API testing will inform developers if problem fixes and patches are required. They accomplish this through a simulation that entails sending queries that would reach the API when it is accessible to its users, regardless of whether it is authentic. They observe the API to determine how it will react to this volume of queries. If the results are positive, integrating the API is secure. If not, they will be required to fix it.

Direct interaction:
API tests send requests directly to API endpoints and analyze the responses to ensure they meet expected outcomes. This involves checking status codes, response times, and the structure and content of the data returned.
Focus on business logic:
API testing primarily validates the underlying business rules and data flow within an application, independent of the user interface.
Early defect detection:
By testing APIs early in the development lifecycle, issues can be identified and resolved before they become more complex and costly to fix in later stages.
Automation potential:
API tests are highly automatable, allowing for frequent and efficient execution, which is crucial for continuous integration and continuous delivery (CI/CD) pipelines.
Types of API tests:
This can include functional testing (verifying core functionality), performance testing (measuring response times under load), security testing (identifying vulnerabilities), and integration testing (ensuring seamless communication between APIs and external services).