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• Artificial Intelligence Interview Questions and Answers (2025 Edition)Sep 05, 2025. Ace your 2025 AI job interview with this comprehensive guide! Master fundamental concepts, algorithms, ethics, system design, and the latest trends like LLMs, RAG, and MLOps. Get expert answers to common questions on machine learning, deep learning, and responsible AI to land your dream role. Prepare for practical coding challenges and ethical considerations in AI development and deployment. Stay ahead of the curve with insights into synthetic data and AI governance.
• Chapter One: Layers of Artificial IntelligenceSep 04, 2025. Explore the multifaceted world of Artificial Intelligence! This article breaks down AI's core concepts, including Machine Learning (ML), Deep Learning (DL), and the exciting realm of Generative AI. Discover practical applications and cloud platform examples from Azure, AWS, and Google Cloud.
• Deep Dive into React Suspense and Concurrent RenderingAug 29, 2025. React has come a long way from simple component-based UI building. With the introduction of React 18, features like Suspense and Concurrent Rendering have changed the way we think about performance, data fetching, and user experience. If you have ever struggled with slow-loading components or flickering UIs, these features are built for you.
• Understanding Deepfake Technology Aug 27, 2025. Explore deepfake technology: its creation, applications (good & bad), societal risks, and detection methods. Understand the future of this powerful AI tool.
• How Do Large Language Models Work? A Deep Dive into LLM AIAug 19, 2025. Discover how Large Language Models (LLMs) like ChatGPT work, from their training lifecycle and Transformer architecture to challenges like bias, sustainability, and security. This in-depth guide explains the mechanics of LLMs, their impact on industries, and the future of Generative AI.
• A Deep Dive into LLMs Using GSCP (Gödel’s Scaffolded Cognitive Prompting)Aug 20, 2025. Gödel’s Scaffolded Cognitive Prompting (GSCP) transforms LLMs into governed, auditable reasoning systems with layered validation, compliance checks, and audit logging—enabling safe, traceable AI workflows for regulated enterprises.
• Deep Dive into React Hooks: useEffect, useReducer, and useMemoAug 19, 2025. React Hooks like useEffect, useReducer, and useMemo simplify functional components by managing state, handling side effects, and optimizing performance. They enable cleaner, faster, and more maintainable React applications.
• Unlocking Language Intelligence: A Deep Dive into spaCy for NLPAug 14, 2025. This article explores spaCy’s core capabilities, model architecture, and practical applications, offering a comprehensive guide for developers and data scientists seeking to harness its power.
• How does AI impact finance and fraud detection? Aug 11, 2025. Discover how AI is revolutionizing finance in 2025, from algorithmic trading to real-time fraud detection. Learn about AI’s role in enhancing security, improving decision-making, and boosting customer trust.
• What About AI in Cybersecurity?Aug 12, 2025. Discover how AI is revolutionizing cybersecurity in 2025 with advanced threat detection, automated response, and predictive defense systems. Learn about benefits, challenges, and real-world use cases.
• Deep Dive into JavaScript HoistingAug 08, 2025. A comprehensive guide explaining JavaScript hoisting—how variable and function declarations are lifted during the compilation phase—covering var, let, const behaviors, and best practices to avoid pitfalls.
• What is Reinforcement Learning?Aug 08, 2025. Reinforcement Learning (RL) is a powerful branch of AI where agents learn optimal behavior by interacting with an environment and receiving feedback. This article explains how RL works, its key components, algorithms, real-world use cases, and its significance in building intelligent systems.
• What's the difference between AI, Machine Learning (ML), and Deep Learning (DL)? Aug 07, 2025. Discover the key differences between Artificial Intelligence (AI), Machine Learning (ML), and Deep Learning (DL). Understand their relationship, use cases, and how they power today’s smart technologies.
• How do Neural Networks Work?Aug 07, 2025. Learn how neural networks work, how they mimic the human brain, and how they power AI tools like ChatGPT and image recognition systems. Includes real-world analogies and beginner-friendly code.
• Revolutionizing Development: A Deep Dive into Microsoft Dev BoxJul 24, 2025. In today's fast-paced software development landscape, efficiency, consistency, and security are paramount. Developers often face significant hurdles in setting up and maintaining their local environments, leading to wasted time, "it works on my machine" dilemmas, and security vulnerabilities. Enter Microsoft Dev Box.
• Evolution of AIJul 23, 2025. Explore AI's remarkable journey—from myth to machine. This article traces its evolution from symbolic logic to deep learning and generative models, while addressing ethical challenges and future possibilities.
• Deep dive in to Azure Active Directory (Azure AD)Jul 21, 2025. Azure AD is Microsoft’s cloud-based Identity and Access Management service that enables secure sign-in, SSO, MFA, role-based access, and integration with Microsoft Graph and thousands of enterprise apps.
• Gödel’s Scaffolded Cognitive Prompting (GSCP): A Deep Dive into Intelligent Intent Resolution in AI AssistantsJul 19, 2025. Gödel’s Scaffolded Cognitive Prompting (GSCP): A Deep Dive into Intelligent Intent Resolution in AI Assistants
• What are Generative AI Key ComponentsJul 14, 2025. Generative AI learns patterns from existing data and uses that knowledge to generate new, original outputs that resemble the training data.
• Deep Reinforcement LearningJun 20, 2025. Learn how to train a game-playing agent using reinforcement learning and neural networks—no heuristics needed. This tutorial covers rewards, strategies, and building intelligent agents through self-play.
• What is Tensor Processing Units (TPUs) ?Jun 16, 2025. Learn how to train deep learning models on TPUs using TensorFlow and Keras. This guide covers setup, performance tuning, data pipelines, model saving/loading, and best practices for efficient TPU usage.
• Deep Clone vs Shallow Clone in DatabricksJun 13, 2025. Cloning in Databricks refers to creating copies of Delta tables, which can be either deep or shallow. These operations are part of Delta Lake's functionality and provide different approaches to data replication based on your specific needs.
• Understanding the Unified .NET Framework: A Deep Dive for DevelopersJun 11, 2025. Explore the unified .NET framework—from .NET Core to .NET 8. Learn how it simplifies cross-platform development, boosts performance, and streamlines modern app building for all developers.
• What is a Transformer Model?May 30, 2025. A Transformer is a deep learning model architecture designed to handle sequential data, such as text, by using mechanisms called self-attention and positional encoding instead of relying on recurrence like LSTM or GRU models.
• How Efficiently Does a Deep Learning Model Utilize Its MemoryMay 20, 2025. Discover how efficiently deep learning models utilize memory during training and inference. Explore key factors like batch size, model architecture, and GPU usage.
• Singleton Pattern in C# 14: A Deep Dive with a Real-World ExampleApr 21, 2025. In software architecture, there are scenarios where only a single instance of a class should exist throughout the lifetime of an application.
• Entity Framework Core - Deep Performance Optimization GuideApr 16, 2025. Optimize your Entity Framework Core apps with proven performance tips: use AsNoTracking, prevent N+1 issues, project only needed fields, leverage caching, compiled queries, and bulk operations for faster, memory-efficient data access.
• Understanding AI for Intermediate: From Core Concepts to Practical ImplementationApr 04, 2025. Artificial Intelligence (AI) is no longer just a futuristic concept—it’s actively shaping the tools and systems we use every day.
• Automating News Publication with .NET: A Deep Dive into the AI News Automation SystemApr 04, 2025. AI News Automation is a .NET 8 solution that auto-discovers, summarizes, and publishes trending news using AI, HTML parsing, and scheduling for real-time, scalable, and intelligent content delivery.
• The Role of Data in Artificial IntelligenceApr 01, 2025. Artificial Intelligence (AI) thrives on data. Without quality data, even the most sophisticated AI algorithms can't deliver accurate results.
• Understanding AI in Today’s World: A Deep Dive into Artificial IntelligenceMar 31, 2025. Artificial Intelligence (AI) is transforming the world, from business and healthcare to automation and daily life.
• Top Python AI Libraries for Machine LearningMar 25, 2025. TensorFlow and PyTorch are leading deep learning frameworks, offering robust tools for neural networks. Scikit-Learn excels in traditional machine learning tasks. Keras, now multi-backend, simplifies neural network development. LightGBM and XGBoost are efficient gradient-boosting libraries for high-performance models.
• Here's what's new in C# 14Mar 03, 2025. Learn about new syntax enhancements, performance improvements, and key language updates in this in-depth article by Ziggy Rafiq.
• Server-to-Server Authentication in Zoom Using .NET CoreFeb 25, 2025. Zoom provides a Server-to-Server OAuth (S2S OAuth) authentication method for secure API interactions between your application and Zoom services. This authentication method is recommended for server-based applications that do not require user authorization.
• Build Cross-Platform Apps with .NET MAUI Blazor HybridJan 21, 2025. There is a way to combine the capabilities of .NET MAUI and Blazor to create applications with a single codebase that works on mobile, desktop, and web platforms. In this article, I will demonstrate how to achieve this.
• Understand the Concept of Shallow Copy and Deep Copy in C#Jan 06, 2025. Learn the difference between shallow and deep copying in C#. Explore their behavior, implementation, and use cases with practical code examples, helping you make informed decisions for object duplication scenarios.
• Distributed Training of Deep Learning Models with Azure ML & PyTorch LightningDec 19, 2024. Learn how to perform distributed training of deep learning models using Azure ML and PyTorch Lightning.
• How to Use Microsoft Teams for Project ManagementNov 28, 2024. Microsoft Teams simplifies project management by integrating task management, real-time communication, and collaboration. Use Planner for tasks, schedule check-ins, and keep your team organized with chat updates and meetings.
• Use of ItemsControl in WPF C# for Flexible UI DesignNov 19, 2024. This guide explores data binding, templates, and customization techniques for crafting sophisticated layouts. Enhance your WPF skills and unlock the full potential of ItemsControl for efficient UI development.
• Explaining Deep Linking in Power Apps Nov 12, 2024. Deep linking in Power Apps enables direct navigation to specific screens, improving user experience and engagement. By using URL parameters, custom schemes, and StartScreen functions, developers can create targeted, optimized user journeys.
• An Overview of the Implementation of ValidationRules in WPF C#Oct 27, 2024. In WPF, the ValidationRule class enables custom validation for user input in controls like TextBox. By extending the ValidationRule and overriding the Validate method, specific input criteria can be enforced.
• Dependency Properties in WPF: Benefits, Usage, and Examples in C#Oct 21, 2024. A Dependency Property in WPF is a specialized property supported by the WPF property system. It enables data binding, styling, animation, and value inheritance. This system improves memory efficiency and provides automatic change notifications, making it essential for dynamic, data-driven applications.
• Construct a Deep Copy of LinkedListOct 03, 2024. The task involves creating a deep copy of a linked list where each node has a random pointer that may point to any node or null. Using a dictionary to map original nodes to their corresponding new nodes, the algorithm efficiently sets next and random pointers, achieving O(n) time and space complexity.
• Detailed use of Action Delegate in C#Sep 11, 2024. In C#, the Action delegate represents a method that does not return a value and can accept up to 16 parameters. It's useful for passing methods as arguments, callbacks, and event handling. It supports lambda expressions and anonymous methods, making code more concise. Unlike Func<T>, Action always returns void.
• Master Training Stability with Layer Normalization in Deep LearningSep 09, 2024. Layer normalization (LayerNorm) is a technique used in deep neural networks to stabilize training by normalizing activations within each layer. It helps manage gradient flow, reduces internal covariate shifts, and prevents error accumulation, improving training stability in models like transformers and AlbertAGPT.
• How AI is Revolutionizing Image Background Description ?Aug 24, 2024. This revolution involves using neural networks and machine learning algorithms to analyze images, automatically generate descriptive text, and enhance visual recognition and understanding for various applications.
• Learn Use of Converters in WPF C#Aug 20, 2024. In WPF, IValueConverter and IMultiValueConverter are used to transform data for UI binding. IValueConverter converts single values (e.g., boolean to visibility), while IMultiValueConverter handles multiple values (e.g., combining first and last names).
• AI Art with Generative Adversarial Networks (GANs) in PythonAug 06, 2024. Learn how to create stunning AI-generated art using Generative Adversarial Networks (GANs) in Python. This article provides a step-by-step guide with code examples to help you understand and implement GANs for art generation.
• Difference between AI vs ML vs DL vs DSJul 16, 2024. AI encompasses the simulation of human intelligence in machines. ML focuses on algorithms enabling computers to learn and make predictions from data. DL, a subset of ML, employs neural networks for deep data analysis.
• Understanding Transfer Learning Jul 05, 2024. Transfer learning is a powerful machine learning technique where a pre-trained model from one task is reused for another. This method is effective with limited data or computational resources, significantly reducing training time.
• How to do .NET 8 Migration with Existing Tools?Jun 19, 2024. Microsoft's technology ecosystem spans desktop, web, and mobile apps, each requiring specific frameworks. To upgrade applications effectively, use Visual Studio 2022 with .NET Framework or Core, and the Upgrade assistant extension.
• Unlock Small Language Models Deep Dive Parameters Loss Optimization RAGJun 17, 2024. Language models have revolutionized the field of natural language processing (NLP), enabling machines to understand, generate, and respond to human language with remarkable accuracy. At the heart of these models are key concepts that drive their functionality: parameters, loss functions, and optimization.
• The Art of JavaScript Hoisting: Understanding the Ins and OutsJun 11, 2024. Discover the intricacies of JavaScript hoisting in this comprehensive guide. Understand how JavaScript handles variable and function declarations, the impact of scope, and the best practices to avoid common pitfalls.
• Convert an Embedded Resource into an XML File in WPF C#Jun 06, 2024. When working with embedded resources in a WPF application, it is important to follow specific steps to guarantee that your resources are properly included in the assembly and can be accessed during runtime.
• Introduction to AI/ML in vSphere using GPUsMay 31, 2024. Learn how to integrate AI/ML workloads with vSphere using GPUs for enhanced performance, scalability, and security in your virtualized environments.
• How to Remove Extra Column from DataGrid WPF ControlMay 31, 2024. The WPF DataGrid often displays an extra column due to default behavior. This issue arises when the source data contains fewer columns than displayed. By adjusting the XAML code and setting the ColumnWidth attribute to "*", the extra column can be removed, ensuring proper alignment of data in the DataGrid.
• Understanding the Singleton Pattern in C#May 27, 2024. The Singleton pattern is one of the most commonly used design patterns in software engineering. It falls under the category of creational patterns and ensures that a class has only one instance while providing a global point of access to that instance.
• How to Use AlpineGate AI's AlbertAGPT Model via API in C#May 14, 2024. Utilize AlpineGate AI's AlbertAGPT model through its API in C# for text generation and NLP tasks. Interact via HTTP requests, handling JSON serialization, and manage authentication for seamless integration.
• Deep Learning, Core ML Concepts and the Confusion MatrixMay 13, 2024. In this article we explore the Deep Learning, Dataset Feature and Label and an important topic Confusion Matrix for performance measurement. Understanding these concepts and their applications is crucial for developing efficient and reliable machine-learning models across various domains.
• Pioneering AGI Science: AlpineGate AI Tech InnovationsMay 11, 2024. At AlpineGate AI Technologies Inc., our research and development efforts are geared toward bridging this gap through innovative methodologies and interdisciplinary collaboration. This article outlines our strategic approach to AGI, focusing on scalability, cognitive simulation, and the integration of ethical considerations.
• Artificial Intelligence Maturity Model Implementation May 09, 2024. Artificial Intelligence (AI) Maturity Models are designed to assess the current level of an organization’s AI capabilities and guide their progressive development. These models consist of multiple levels, each representing a distinct stage in AI maturity, from initial awareness to full optimization and transformation of AI technologies.
• Deep Dive Into Race Condition Problem in .NETMay 09, 2024. In a multithreading environment, there are many benefits and challenges to consider. In our case, we will focus on one of the most popular challenges the Race Condition Problem.
• Understanding Fundamental AI ConceptsMay 06, 2024. In this Artificial Intelligence (AI) Fundamentals learning series, we will explore some of the fundamental concepts underlying AI, providing insights into how these concepts work and their significance in the broader field of artificial intelligence.
• AI vs. Machine Learning vs. Deep Learning vs. Data ScienceApr 30, 2024. This article will help you to understand the difference between AI, Machine Learning, Deep Learning, and Data Science. In today's tech landscape, terms like AI, ML, Deep Learning, and Data Science are often confused.
• How to Integrate Instant Plugins in the Canvas App?Apr 29, 2024. Dataverse Accelerator by Microsoft introduces low-code plug-ins for real-time business logic workflows in Canvas apps. Learn step-by-step integration of Instant Plugin with Power Fx in Dataverse environment. Test and utilize the Instant Plugin for efficient app development.
• Generative Adversarial Networks (GANs) for Content GenerationApr 22, 2024. AI artists get competitive! GANs use AI to create new images and music, like two rivals pushing each other to be better.
• Utilization of DataGrid VS ListBox in WPF C#Apr 22, 2024. In WPF (Windows Presentation Foundation), the DataGrid and ListBox are two powerful controls that serve different purposes and are suitable for different scenarios
• Let's Create WPF Blazor Hybrid AppApr 15, 2024. Unlock the potential of WPF and Blazor by combining their strengths in a hybrid application. Let's seamlessly blend the rich, desktop-centric features of WPF with the modern, web-enabled capabilities of Blazor to create a versatile and powerful application that delivers the best of both worlds.
• Unleashing Django's Power: A Deep Dive into Django ExtensionsMar 29, 2024. In this article, I will discuss Django extensions, which is a fantastic extension package used to expand the default functionality provided by Django admin.
• Exploring the Multi-Faceted Architecture of AlbertAGPT: A Paradigm of Secure and Reliable AIMar 20, 2024. AlbertAGPT, a cutting-edge AI architecture, prioritizes security, safety, and reliability. With 1.9 trillion parameters, it integrates real-time knowledge acquisition, ensuring responsible and continuous learning for revolutionary AI development.
• Advantages of AlpineGate Technologies' Generative Self-Trainable Transformer Architecture (GST-AGPT)Mar 20, 2024. AlpineGate Technologies has developed a novel AI language model that is founded on a generative self-trainable transformer architecture. This advanced architecture allows the model to incorporate live data during its operation, continuously learning and updating its knowledge base. AlbertAGPT is trained on a large corpus of text data, utilizing 1.9 trillion parameters, making it one of the most advanced models in terms of scale.
• Exploring Inter-Process Communication in WPF Using Named PipesMar 19, 2024. In a WPF application, inter-process connectivity typically involves communication between different components or modules within the same application or between separate WPF applications running on the same system or across different systems.
• Static Resource vs Dynamic Resource in WPFMar 11, 2024. Delve into WPF's resource binding, exploring both static and dynamic approaches. Static binding offers performance benefits and compile-time validation, while dynamic binding allows runtime updates, enabling dynamic theming. Happy coding!
• Exploring Various Triggers and Their Applications in WPFMar 11, 2024. Triggers play a crucial role in defining interactions and behaviors within the WPF user interface. This article explores the various types of triggers in WPF and their implementation within the MVVM pattern. Property triggers, data triggers, event triggers, and multi-data triggers.
• Creating a Personalized Waiting Window in .NET 6, 7, 8 WPFFeb 26, 2024. A custom loader in a WPF (Windows Presentation Foundation) .Net 6,7,8 application serves the purpose of indicating to the user that the application is performing a task or operation that may take some time to complete.
• CesiumJS Sample in WPF ApplicationFeb 06, 2024. This project streamlines CesiumJS integration into a WPF app, leveraging powerful geospatial visualization. Learn to inject KML files, define locations, create lines, and manage KML loading. Follow the steps to embed CesiumJS, set up HTML, and integrate with WPF using CefSharp.
• Implementing a Custom Loader in WPF with MVVMFeb 06, 2024. A custom loader in a WPF (Windows Presentation Foundation) application serves the purpose of indicating to the user that the application is performing a task or operation that may take some time to complete.
• Mastering MVVM: A Deep Dive into .NET MAUI with MVVM ToolkitJan 23, 2024. In this article, we will learn about MVVM architecture with .NET MAUI and the MVVM Toolkit. Follow a step-by-step guide for project setup, plugin installation, and efficient implementation using ViewModel and View. Access the full code and explore the seamless integration of the View and ViewModel for robust cross-platform mobile applications.
• Validation Rules in WPFJan 19, 2024. We need validation rules to play a crucial role in maintaining data accuracy and consistency within an application. Learn to enhance the WPF user experience by implementing email pattern-matching validation.
• How to Develop a Custom Message Box in .NET 6,7,8 for WPF?Jan 18, 2024. As used in software development, the term "custom message box" describes a dialog box or pop-up window that is created and implemented with unique features, looks, and functionality instead of depending on the built-in or operating system-provided standard message box.
• Deep Dive into Classes and ObjectsJan 10, 2024. Welcome, fellow programmers! Here, we will dive into the world of classes and objects. Classes and objects are fundamental in programming. This post unravels the essence of classes, abstract data types, and the concept of objects.
• Demystifying AI, Machine Learning, and Deep Learning DifferencesDec 28, 2023. These computer science terms are used interchangeably, which frequently leads to confusion about their differences. To simplify their understanding we need to look at their differences.
• Creating a "League of Legends" Inspired Play Button in WPFDec 03, 2023. This article provides a detailed explanation and analysis of developing a PLAY button inspired by the game "League of Legends" using pure WPF technology.
• A Deep Dive into SharePoint Architecture: Unlocking the Power of SharePoint Dec 02, 2023. Introduction to SharePoint Information Architecture, Information Architecture Elements in SharePoint , Information Architecture Goals, Unlocking the Power of SharePoint , SharePoint Functionality.
• Top AI Experiments That FailedNov 23, 2023. In the quiet space of tech mishaps, there's a story about an AI experiment that stumbled in the shadows, leaving behind echoes of errors and unfinished dreams.
• A Head To Head Comparison Of PyTorch And TensorFlowOct 09, 2023. In this article, we will explore some of the key similarities and differences between PyTorch and TensorFlow
• A Deep Dive into Static Classes in C#Sep 25, 2023. This article, "Exploring Static Classes in C#," provides an in-depth exploration of the concept and practical applications of static classes in the C# programming language. It elucidates the fundamental characteristics of static classes, their unique features, and how they differ from regular classes. Readers will gain a comprehensive understanding of how static classes are used to encapsulate static members, such as methods, properties, and constants, within a C# application.
• A Deep Dive into .NET Logging: Serilog, log4net, and NLogSep 23, 2023. In the .NET ecosystem, three prominent logging frameworks stand out: Serilog, log4net, and NLog. In this article, we'll delve into each of these frameworks, discussing their features and capabilities through detailed examples.
• How to Generate Word Cloud using ReactAug 02, 2023. Words are more powerful than swords, Word Clouds are generated for data analysis and visualization techniques.
• Efficient Image Optimizer Using C# WPFJul 18, 2023. This article explores the process of building an image optimizer using C# WPF (Windows Presentation Foundation).
• Understanding Webhooks- A Beginner's GuideApr 24, 2023. Understanding Webhooks: A Beginner's Guide
• How to Clone Complex Data Structures in JavaScript: The Deep Copy and structuredClone MethodsMar 03, 2023. An in-depth guide to deep copying in JavaScript, including techniques for copying arrays and objects, handling complex data structures, and optimizing performance. Learn about the new structuredClone() method and best practices for efficient deep copying.
• Getting Started With Microsoft AI SchoolMar 03, 2023. The Microsoft AI School is Microsoft's AI (Artificial Intelligence) learning platform that features some of the greatest and latest content for data scientists and developers to get started and dive deep into the Microsoft AI platform and deep learning.
• .NET Vs COM (.NET In Deep)Feb 27, 2023. This article describes the details of the differences between .NET and COM technology. Also, you can find more information how.Net is working under the hood
• How To Create A Deep Link To A Specific Record In The Teams PowerAppsJan 30, 2023. A deep link is important when you need to navigate the user to a specific record or a screen through a link. Here we will create a deep link through Power Automate and send it via email. The recipient can click on that deep link to directly navigate to a particular PowerApps screen.
• Deep Dive Into TextInput Control In PowerAppsJan 14, 2023. In this article, we will learn everything on TextInput control. This article focus on understanding every property and events associated with the TextInput control
• Algorithms And Data Structures Interview Question - RecursionDec 01, 2022. In this article, you will learn about algorithms and data structures interview question - recursion.
• Add High Quality Vector(SVG)Images in Power AppsNov 23, 2022. Using Vector(SVG) mages instead of images to retain the image quality on relative UI for Power Apps
• Live Chart (Streamed Data) Update Using OxyplotNov 11, 2022. This article demonstrates how to update the chart with newly streamed data using Oxyplot.
• Filter Data On XAML Grid In WPFOct 18, 2022. There are different ways to filter data in the XAML grid, but I'm just showing you how you can easily filter your data in the XAML grid by clicking the checkbox.