Systems | Development | Analytics | API | Testing

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What is Data Preprocessing? Definition, Importance, and Steps

Did you know data scientists spend around 60% of their time preprocessing data? Data preprocessing plays a critical role in enhancing the reliability and accuracy of analytics. This blog will discuss why data preprocessing is essential for making data suitable for comprehensive analysis.

How To Estimate API Development Time

Application programming interfaces (APIs) have quickly become vital to modern businesses. APIs work by allowing different systems to talk to each other and share data. The commercial use of APIs and web APIs has skyrocketed over the last decades in accordance with the rise in app development, mobile apps, and e-commerce. However, how do you estimate API development time? Well, API creation and the development time frame will always vary from project to project.

Data Integrity vs. Data Quality: Here's How They Are Different

Data integrity refers to protecting data from anything that can harm or corrupt it, whereas data quality checks if the data is helpful for its intended purpose. Data quality is a subset of data integrity. One can have accurate, consistent, and error-free data, but it is only helpful once we have the supporting information for this data. Data integrity and quality are sometimes used interchangeably in data management, but they have different implications and distinct roles in enhancing data usability.

GitOps Integration with WSO2 APK: Kubernetes Native API Management

Explore the seamless integration of GitOps with WSO2 API Platform for Kubernetes (APK) in this enlightening screencast session. The need for a robust API management solution that fits naturally into the Kubernetes ecosystem has never been more critical. WSO2 APK emerges as a solution designed to harmonize with Kubernetes-native practices, offering native GitOps integration to API lifecycle management. This session delves into how WSO2 APK not only simplifies the deployment and management of APIs within Kubernetes clusters but also enhances operational efficiency and consistency through GitOps methodologies.

Evolution of Testing Function & Industry Trends | Naman Kapoor | #QonfX 2024 #softwaretesting

In this session, Naman Kapoor talks about the evolving landscape of testing functions, including manual testing, automation, and roles like SDET. Gain a front-row view of industry trends, top countries, and leading companies shaping the future of testing. Naman explores the current perception of testing roles and delves into what tasks can be automated by AI and the unique strengths of human testers.

Sauce Visual Demo

Front-end software developers often own small pieces of the User Interface, and are frequently challenged by changes introduced elsewhere in the project. A slight change somewhere on one web page can cause a shift or misalignment elsewhere. With so many teams working together, it’s important to get fast feedback about changes to the layout or appearance of an app. Here's how Sauce Labs can do just that.

Build your own JMeter Docker Image and execute your Performance Test

If you'd like to run load tests in a simple way, and possibly share them, while benefiting from a simplified configuration, with a focus on writing your test plan, and its test typology, this article is for you! Docker offers virtualization services that simplify the replication of working environments. Furthermore, each virtualized service is isolated from unrelated services on other containers or the host machine, ensuring portability across host machines and the network.