Machine Learning, Python

Logistic Regression from Scratch

In this blog, we will describe Logistic Regression from Scratch. Basically, Logistic regression, a fundamental machine learning algorithm, serves as the cornerstone for binary classification tasks, spam email detection, and so much more. As a matter of fact, implementing logistic regression from scratch for binary classification involves several steps, including defining the logistic function, implementing …

Data Science, Python

Getting Started with Data Analysis in Python

In this article on Getting Started with Data Analysis in Python, we will cover common data manipulation tasks. Particularly, we will cover common tasks such as loading CSV files and extracting specific columns, filtering, sorting, and merging datasets Getting Started with Data Analysis in Python: Loading and Displaying CSV Files Welcome to our comprehensive guide …

Java

JUnit and Test-Driven Development (TDD) Case Study

In this article on JUnit and Test-Driven Development (TDD) Case Study, a real-world problem is discussed. JUnit and Test-Driven Development (TDD) Case Study: Solving a Real-World Problem Test-Driven Development (TDD) is a software development approach that places testing at the forefront of the development process. JUnit, a widely used testing framework in the Java ecosystem, …

Java

JUnit Test Reporting and Visualization: A Comprehensive Guide

In this article on JUnit Test Reporting and Visualization: A Comprehensive Guide, reporting and visualization methods of JUnit tests are discussed in brief. JUnit is an essential tool for testing Java applications, but it’s not just about running tests. It’s equally important to interpret the results effectively. In this blog post, we’ll delve into the …

Java

Jenkins Pipeline for JUnit Tests

This article describes Jenkins Pipeline for JUnit Tests. Jenkins Pipeline for JUnit Tests: A Step-by-Step Guide Basically, Jenkins is a powerful automation server widely used for continuous integration and continuous delivery (CI/CD) pipelines. When it comes to automated testing in Java, JUnit is a go-to framework. Therefore, combining Jenkins and JUnit can streamline the testing …

Java

Testing Microservices with JUnit: Strategies and Best Practices

In this article on Testing Microservices with JUnit: Strategies and Best Practices, I will discuss the best practices and strategies for testing microservices. In the world of modern software development, microservices architecture has gained immense popularity due to its scalability, flexibility, and ability to streamline complex applications. However, with the increased complexity of microservices, robust …

Java

Troubleshooting JUnit Tests

This article describes how to perform Troubleshooting JUnit Tests. JUnit is a powerful and widely used testing framework in the Java ecosystem. While it simplifies the process of writing and running tests, it’s not uncommon to encounter issues when working with JUnit tests. In this blog post, we’ll explore common problems that developers face when …

Java

JUnit Best Practices for Android Development

Today we will discuss some JUnit Best Practices for Android Development. Some Important JUnit Best Practices for Android Development Android app development is a dynamic field where quality assurance is crucial. JUnit, the popular Java testing framework, plays a significant role in ensuring the reliability and stability of your Android applications. In this blog post, …