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• Why You Should Use Domain-Driven Design in Your Real ProjectsMay 27, 2025. Discover why Domain-Driven Design (DDD) is essential for real-world projects. Learn how it helps tackle complex business logic, improve code structure, and align software with business goals.
• Beyond Generation: RAG and CoT Drive Enterprise AI MaturityMay 24, 2025. Discover how combining Retrieval-Augmented Generation, Chain of Thought prompting, and Private Tailored SLMs creates enterprise AI that is accurate, explainable, secure, and aligned with real-time business data and policies.
• How to Ensure Data Privacy and Intellectual Property Protection When Using LLMsMay 23, 2025. Learn how to protect data privacy and intellectual property when using Large Language Models (LLMs). Explore secure deployment options, prompt sanitization, regulatory compliance, and best practices for safely integrating GenAI into your enterprise workflows.
• Smart Data Strategies in AI Model Training: Developing Reliable AIMay 20, 2025. Successful AI depends on high-quality, relevant, and well-governed data. Real-world data, enriched responsibly with synthetic input, ensures accuracy, reliability, and ethical compliance across modern AI applications and business deployments.
• How PT-SLMs Address Leading AI Data Management Business ChallengesMay 19, 2025. PT-SLMs solve key AI data challenges by providing secure, domain-specific models. They reduce hallucinations, protect privacy, ensure compliance, and deliver faster, more accurate insights for businesses.
• Mastering PySpark's EXPLODE Function in Fabric NotebooksMay 19, 2025. Learn how to master the EXPLODE function in PySpark using Microsoft Fabric Notebooks. This guide simplifies how to transform nested arrays or maps into separate rows for easier analysis.
• What is a key concern when sending data to AI systems?May 19, 2025. Sending data to external Large Language Models (LLMs) raises critical concerns around data privacy, security, intellectual property exposure, and regulatory compliance. Organizations must adopt best practices like anonymization, secure APIs, and usage policies to safeguard sensitive information.
• ⚠️ What Are the Risks of Exposing Internal Data to AI Models?May 18, 2025. This article explores the key risks of exposing proprietary code and internal data to AI models, including potential data leakage, IP loss, compliance violations, and security threats. It also provides actionable steps organizations can take to safely and securely integrate AI tools into their workflows.
• 🚀 How to Set Up an AI Engineering Team from ScratchMay 17, 2025. Learn how to build a high-performing AI/ML engineering team from the ground up. This step-by-step guide covers defining your AI vision, hiring key roles, setting up infrastructure, implementing best practices, and scaling your team effectively to accelerate AI-driven innovation.
• PT-SLMs and Data-Driven Business Enablement: Establishing Stable AI ModelsMay 18, 2025. Explore how PT-SLMs (Prompt-Tuned Small Language Models) empower data-driven business enablement by establishing stable, efficient, and scalable AI models.
• How to Clean Data in Pivot Query in ExcelMay 16, 2025. In this article, we will learn how to clean and prepare your data directly within Pivot Queries in Excel.
• End-to-end integration testing with .NET AspireMay 15, 2025. .NET Aspire simplifies end-to-end integration testing for microservices by providing service orchestration, containerized environments, automatic service discovery, and real/ mock service swapping—all in a seamless test setup.
• Understanding Types in TypeScriptMay 15, 2025. Explore the different types in TypeScript, including primitives, union and intersection types, type aliases, interfaces, and generics.
• How to Check If an AI is Making Things UpMay 15, 2025. This article spotting and measuring when AI generates false information. using ready tools and people’s feedback to keep answers true.
• Why Synthetic Data Is the Fuel of Next-Gen AIMay 15, 2025. The impact of synthetic data on AI systems training and development is profound. It deals with privacy problems, repetitiveness, and expensive data sources.
• Event-Driven CQRS with C# 14 and the SQL Outbox PatternMay 15, 2025. Learn how to implement a reliable event-driven CQRS microservice using the SQL Outbox Pattern with C# 14. Ensure strong consistency, transactional event publishing, and fail-safe asynchronous processing for scalable distributed systems.
• Building Smarter Teams: AI and Data Governance in the New EnterpriseMay 14, 2025. AI and data governance are essential for ethical, secure, and compliant use of technology. By building cross-functional teams, aligning strategy, and fostering a culture of learning, organizations can drive innovation while minimizing risks.
• Export Table Data as CSV in React Using Axios and react-csvMay 14, 2025. Learn how to export table data to a CSV file in a React application using Axios for data fetching and the react-csv library for easy CSV generation.
• Real-Time Data Retrieval from APIs Using SSISMay 14, 2025. This article explains how to integrate APIs with SQL Server Integration Services (SSIS) to automate data retrieval using HTTP requests. It covers API setup, SSIS package creation, and script task configuration.
• How Can GenAI Drive Real Business Value in Engineering?May 14, 2025. Discover how Generative AI (GenAI) is transforming software engineering by boosting developer productivity, accelerating product delivery, reducing costs, and improving code quality. This guide explains practical use cases, real examples, and measurable business benefits of adopting GenAI in engineering teams.
• Advanced Data Warehouse Modeling and Querying Using C# and .NET 9May 13, 2025. Use C# 14 and .NET 9 to design, query, and manage data warehouses efficiently. Automate schema creation, support SCD Type 2, integrate with BI tools, and run high-performance queries for real-time analytics.
• Microsoft Fabric Warehouse Integration in VS Code for DevsMay 13, 2025. Experience seamless development with Microsoft Fabric and VS Code integration. Write, debug, and manage SQL queries directly in your editor, connect to Fabric Warehouse, and boost productivity with real-time data access.
• Advanced ETL from OLTP Databases to a Data Warehouse with C# 14May 12, 2025. Build scalable and efficient ETL pipelines using C# 14 and .NET 9. Leverage Dapper, SQL Server, Azure Synapse, and cloud integration for seamless data extraction, transformation, and loading to data warehouses and lakes.
• Best Practices for Azure Blob, Table, Queue, File Storage with C#May 11, 2025. Azure Storage provides scalable solutions for unstructured and structured data. It includes Blob, Table, Queue, and File Storage, offering features like tiering, lifecycle management, security, and cost optimization for efficient data handling.
• C# Data Science With C# 14 Features (Comprehensive Guide)May 10, 2025. C# 14, with features like ML.NET, Microsoft.Data.Analysis, and Azure integration, is now a powerful tool for data science, offering secure, high-performance solutions for machine learning, data analytics, and large datasets.
• C# Big Data Processing Using C# 14 FeaturesMay 09, 2025. Explore how C# 14 empowers big data processing with its latest features like improved pattern matching, enhanced performance, and simplified syntax.
• DAX in Power BIMay 08, 2025. DAX (Data Analysis Expressions) in Power BI allows users to perform advanced calculations, aggregations, and filtering. Learn how to create calculated columns, measures, and time-based analysis for deeper insights and reporting.
• Creating a Read-Only USB Disk for Archiving Family PhotosMay 08, 2025. This article explains how to create a read-only USB external disk to securely archive and share family photos and videos.
• Improved CRUD operations for GridView with Redshift in ASP.NET Core MVC (Utilizing C# 14 Features)May 08, 2025. Learn how to enable CRUD operations in an ASP.NET Core MVC application using Amazon Redshift and C# 14 features. This guide covers setup, connection, SQL commands, data manipulation, security, and best practices.
• Implementing Event-Driven Architectures with Kafka, RabbitMQ, or Azure Service Bus (Comparisons, Pros, and Cons)May 06, 2025. Event-driven architecture (EDA) enables scalable, decoupled, and resilient systems using message brokers like Apache Kafka, RabbitMQ, and Azure Service Bus. Each offers unique features for different use cases.
• Understanding LRU Cache in PythonMay 05, 2025. LRU Cache (Least Recently Used) is a data structure that maintains a limited set of items, automatically removing the least recently accessed ones. It's implemented in Python using a doubly linked list to optimize cache operations.
• CIO Playbook for Driving Success with Vibe CodeMay 05, 2025. Discover how CIOs can lead digital transformation with the CIO Playbook for Driving Success with Vibe Code.
• C# 13: Partial Properties and Indexers SimplifiedMay 05, 2025. C# 13 introduces partial properties and indexers, enabling cleaner separation of logic in partial classes. This boosts maintainability, avoids hacks, and simplifies working with generated code and tools like EF Core.
• How to Use AI PT-SLM (Private Tailored Small Language Models) in the Pharmaceutical IndustryMay 05, 2025. PT-SLMs offer secure, on-premises AI tailored for pharma, enhancing drug discovery, clinical trials, compliance, and patient support while protecting sensitive data and ensuring regulatory adherence.
• Artificial Intelligence and Private Tailored Small Language Model (PT-SLM) Solutions for Education AdministrationMay 01, 2025. Private Tailored Small Language Models (PT-SLMs) bring secure, efficient, and context-aware AI to educational administration, enabling automation, improved decision-making, and enhanced stakeholder experiences.
• Advanced C# Techniques: Multipart Uploads with AWS S3Apr 30, 2025. Learn how to efficiently upload large files to Amazon S3 using Multipart Upload in .NET (C#). Explore automation with TransferUtility, manual control, best practices, retries, and production integration tips.
• Binary Search Tree (BST) Node Deleteion Algorythm in C#Apr 30, 2025. Learning BST: How to implement Binary Search Tree (BST) deletion algorithm in C#, with unit testing using xUnit and FluentAssertions. This guide covers deletion cases, real-world relevance.
• How to Load Data in ExcelApr 29, 2025. Learn how to import, clean, and manage multiple tables in Excel using Power Query. This step-by-step guide covers importing data from Excel workbooks, transforming data, using "Create Connection" for multiple tables, and loading them into Excel or the data model for further analysis.
• How to Seamlessly Integrate Microsoft Dataverse with Fabric Using Fabric LinkApr 28, 2025. Learn how to easily connect Microsoft Dataverse to Microsoft Fabric using Fabric Link. Step-by-step guide covering prerequisites, setup, Lakehouse validation, and understanding how Dataverse syncs with Fabric.
• Differences Between Layer 2 Switches, Layer 3 Switches & RoutersApr 28, 2025. A Layer 2 switch moves data using device MAC addresses in the same network, a Layer 3 switch can also move data between networks using IP addresses, and a router connects different networks and sends data to the right place.
• How to Convert a DataTable to a List of Objects in C#Apr 27, 2025. Learn how to convert a DataTable to a List<T> in C#. Explore manual, reflection-based, and LINQ methods for better performance, type safety, and cleaner code. Improve maintainability in modern C# applications.
• AI-Driven Banking Automation: Code Generation and Secure Data Integration Apr 24, 2025. In today’s competitive financial landscape, banks are driven by a dual imperative: deliver superior customer service and comply with stringent regulatory standards.
• How to Convert a List of Objects to a DataTable in C#Apr 23, 2025. In real-world C# applications, especially when working with data layers or exporting data (e.g., to Excel, reports, or grids), you may often need to convert a generic list of objects (List<T>) to a DataTable.This article shows you how to do that in a clean, reusable way using reflection.
• 🏔️AlpineGate AI: Redefining Data Privacy in Healthcare AI by John GodelApr 23, 2025. The healthcare industry stands at a crossroads — one path driven by rapid AI innovation, the other governed by the ethical imperatives of privacy, trust, and patient safety.
• Understanding Change Data Capture (CDC) and Its TypesApr 23, 2025. In this article we are going to learn about the CDC and types of CDC approaches. It helps keep data in sync without causing a heavy load on the database.
• Splitting Of Datasets in Machine LearningApr 23, 2025. Splitting datasets is vital in machine learning to test model accuracy on unseen data. Common methods include train-test split, k-fold cross-validation, stratified k-fold, and time series split.
• Load Testing in Azure CloudApr 21, 2025. Load Testing in Azure Cloud is a fully managed service that supports end-to-end load and performance testing, allowing testing teams to generate highly scalable virtual user loads.
• Sharing Session and Application dataApr 21, 2025. The request scope makes data available to multiple pages processing the same request. But in many cases, data must be shared over multiple requests.
• Encoding of Variable in Machine LearningApr 18, 2025. How to transform categorical values into continuous form, and what is encoding? Encoding categorical data is vital for machine learning. Techniques like Label Encoding and OneHotEncoder convert non-numeric values into numerical form.
• How to Detect Outlier and Remove in Machine LearningApr 18, 2025. This article explores techniques to detect and remove outliers using statistical methods like Z-score, IQR, and tools like Python, Pandas, and Scikit-learn to improve data quality and model performance.
• How to Impute Missing Value in Machine LearningApr 17, 2025. This article explains the importance of data and various imputation techniques in machine learning to handle missing values, ensuring cleaner datasets and improving model accuracy and performance.
• Modern Data Wrangling with Polars and Delta Lake in Microsoft FabricApr 17, 2025. Learn how to efficiently clean, transform, and manage large datasets with high-performance tools. Discover scalable, fast, and flexible data workflows designed for today’s data engineering needs.
• Create Graph Windows Form - WInForm using .Net 8Apr 16, 2025. Learn how to create a bar chart in a Windows Forms App (.NET) using the Chart control. This step-by-step guide covers project setup, adding the chart control, configuring the chart area, and adding data points for visualization.
• Overview of RadioButtonList ControlApr 15, 2025. Learn how to use RadioButtonList in ASP.NET WebForms, including its layout types (Horizontal, Vertical, Flow, Table), binding data from C# List, database tables, and manually added items. Also, discover JavaScript integration and best practices.
• Introduction to Event Driven Architecture [EDA]Apr 15, 2025. Event-driven architecture (EDA) is a software design pattern where decoupled components communicate via events. It enables real-time, scalable, and flexible systems, commonly used in microservices, IoT, payment processing, and real-time analytics.
• The Future of Web3: How Decentralized Applications Are Changing the InternetApr 15, 2025. Explore the transformative world of Web3, where decentralization empowers user control, enhances data integrity, and fuels digital innovation. Discover top DApps, business benefits, and how to start your journey in the future of a decentralized internet.
• How to Write Test Cases Using GitHub CopilotApr 15, 2025. Learn how GitHub Copilot can simplify writing test cases with AI-powered suggestions. This guide covers generating templates, writing assertions, handling edge cases, and following best practices—helping you improve code quality, save time, and streamline testing.
• Django Web framework Google Chart ExampleApr 14, 2025. Django, a Python web framework using the MVT pattern, simplifies web development with built-in admin, structured views, and templates—demonstrated using a Google Charts example for dynamic data visualization.
• Asynchronously Grouping Totals in MAUI [GamesCatalog] - Part 13Apr 14, 2025. Learn how to implement dynamic game status cards in MAUI using MVVM, data binding, and async methods. This covers creating UI components, grouping data by game status, and displaying totals on the main screen.
• React Tutorial For Beginners - Pass Data between Components (Parent to Child and Child to Parent)Apr 14, 2025. The user interface of every React application we develop, gets broken down into Components. Each React application we develop will be comprising of multiple components.
• Explaining Tanspose DataTable Data in C# Apr 09, 2025. Learn how to create and transpose a DataTable in ASP.NET Web Forms using C#. This guide covers table creation, manual data entry, HTML rendering, and dynamic data transposition using StringBuilder.
• Bring Your Data From Azure Data Lake Storage Gen2 to Power BIApr 09, 2025. Learn how to connect Azure Data Lake Storage Gen2 with Power BI to unlock powerful data visualization and insights. This guide helps you seamlessly import, transform, and analyze big data for smarter business decisions using Microsoft tools.
• Unit Test CRUD operation in Web API using NUnit Testing FrameworkApr 07, 2025. Testing a Web API Crud Operation's test scenarios using NUnit Framework. Learn how to implement unit testing in C# using the NUnit framework for efficient CRUD operation testing. Explore test case scenarios, NUnit features, and the AAA pattern for reliable, high-quality code validation.
• Create an Amazon Bedrock Knowledge Base with Microsoft Teams DataApr 07, 2025. In this article, you will learn how to create and configure Amazon Bedrock Knowledge Base to connect to Microsoft Teams data.
• Transforming Data Insights with Snowflake's LLM Functions– Part 1Apr 07, 2025. In this article, I will cover the capabilities of Snowflake Cortex’s Large Language Model (LLM) function which can be utilize for variety of task such as sentiment analysis, text completion and language translation.
• AI in the Office of the CFOApr 06, 2025. CFOs must lead AI-driven transformation using LLMs and PT-SLMs for smarter finance, risk control, and ROI. Embrace AI as a strategic asset with strong governance, cross-functional alignment, and long-term value.
• Docker: Install, Run, and Test Your First Container - DotNet SeriesApr 03, 2025. Docker with .NET eliminates "It works on my machine!" issues! Learn how containers ensure consistency, efficiency & scalability across environments. Master Docker images, containers, Compose & more!
• How Event-Driven Architecture Boosts ScalabilityApr 03, 2025. Event-driven architecture (EDA) enables scalable, decoupled systems using asynchronous event communication. It enhances flexibility and responsiveness but introduces complexity in event management and debugging.
• Viewing the Content of Spark DataFrames in Fabric NotebookApr 02, 2025. Discover techniques to preview, filter, and analyze large datasets using Apache Spark. Whether you're working with PySpark or big data processing, enhance your workflow with efficient DataFrame visualization.
• Prompt Engineering for AI-Driven Workflow Automation: A Multi-Domain Integration FrameworkApr 02, 2025. In this article, I examine how prompt engineering can be leveraged to automate workflows across multiple domains, including business operations, customer service, content creation, and academic research.
• Responsible AI in Practice: From Ethics to ImplementationApr 02, 2025. In this article, I explore the practical implementation of responsible AI by moving beyond ethical theory and focusing on actionable strategies that organizations can adopt.
• Building Your First API with FlaskApr 02, 2025. Learn how to build a simple student management API using Flask in Python. This guide covers CRUD operations (GET, POST, PUT, DELETE), API endpoints, JSON responses, and testing with Postman for a hands-on learning experience.
• Big Data and AI: Advanced Analytics and InsightsApr 01, 2025. The fusion of big data and artificial intelligence (AI) is revolutionizing industries by providing organizations with profound insights, enabling them to predict future trends and automate complex decision-making processes. As data continues to grow exponentially.
• 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.
• Best Practices for Azure Table StorageMar 30, 2025. Learn the best practices for optimizing Azure Table Storage, from partitioning strategies to query performance enhancements, ensuring scalable and cost-effective data management in the cloud.
• Implementing Data Protection and Encryption with System.Security.CryptographyMar 30, 2025. Learn how to implement data protection and encryption in C# using the System.Security.Cryptography namespace.
• Exploring PLINQ (Parallel LINQ) for Parallel ProcessingMar 29, 2025. PLINQ (Parallel LINQ) is a powerful feature in .NET that enables parallel processing of queries to improve performance on multi-core processors.
• Integrating Java with QA Automation: Selenium WebDriver TestingMar 28, 2025. Java and Selenium WebDriver offer a robust foundation for QA automation, enabling scalable, maintainable, and efficient testing. Implementing best practices ensures a high-quality software delivery process.
• Understanding the Page Object Model (POM) in Test AutomationMar 28, 2025. The Page Object Model (POM) enhances test automation by improving maintainability, readability, and scalability. Implementing POM with best practices ensures efficient and reliable UI testing.
• Enhancing SharePoint: New Features in Microsoft Lists FormsMar 27, 2025. This article covers new features such as conditional branching, logo addition, support for additional field types, and more. Learn how these updates can streamline your workflow and improve the user experience.
• Introduction to Managing Connections and Gateways in Power BIMar 27, 2025. Learn how to efficiently manage connections and gateways in Power BI, including on-premises and virtual network data gateways.
• Creating DataFrames in PySpark Using Fabric NotebookMar 27, 2025. This article walks through defining schemas, specifying column names, and using SQL-like DDL in a Fabric Notebook. Explore StructType, StructField, and various ways to display and verify DataFrame content efficiently.
• Microsoft Agents: The Future of AI-Powered Digital AssistantsMar 27, 2025. Microsoft Agents revolutionize productivity with AI-powered automation across Microsoft 365, Azure, and Power Platform. These intelligent assistants streamline workflows, enhance communication, and provide insightful responses using NLP, ML, and deep learning technologies.
• Industrial Darwinism: How AI-Driven Design and Manufacturing Change the Survival GameMar 25, 2025. AI is revolutionizing industrial design and manufacturing by accelerating product development, optimizing production, and enhancing efficiency. Companies must integrate AI-driven innovation to stay competitive in a rapidly evolving technological landscape.
• When Machines Become Creators: The Future of AI-Driven Product Design and BrandingMar 25, 2025. AI is revolutionizing product design and branding by enabling machines to become creators. From AI-driven logos to automated product development, businesses are leveraging intelligent systems for innovation.
• Lessons from History: How Past Disruptions Inform the AI-Driven FutureMar 25, 2025. History offers valuable lessons on how technological disruptions shape society. From the Industrial Revolution to the digital age, past innovations have transformed industries and jobs.
• Innovation at Light Speed: Managing the Accelerating Pace of AI-Driven ChangeMar 25, 2025. Innovation at Light Speed: Managing the Accelerating Pace of AI-Driven Change
• Prevent Accidental Data Deletion with Two Simple StrategiesMar 25, 2025. Recently, I came across several discussions on Communities where users shared their experiences with accidental data deletion.
• Understanding System-Versioned Tables in SQLMar 25, 2025. System-versioned tables in SQL automatically track data changes, maintaining historical records for auditing and recovery. They consist of a main table (current data) and a history table (past records).
• Configure Retention Policies for Microsoft TeamsMar 25, 2025. This article gives a simple guide on how to plan and set up retention policies in Microsoft Teams. You will learn how to manage what content to keep, apply policies to specific areas, and make sure you follow the rules while getting rid of old data.
• Evolution of Web Scraping: Insights from John Godel on the Enhanced HtmlFetcher ClassMar 24, 2025. In the ever-evolving landscape of web development, efficiently retrieving and parsing web data has become crucial. Recently, I had the opportunity to delve into a sophisticated yet efficient C# class that achieves this goal: the HtmlFetcher class.
• Automating SCD Type 4 in Azure SQL Database with Azure Data FactoryMar 24, 2025. Learn how to automate Slowly Changing Dimension (SCD) Type 4 implementation in Azure SQL Database using Azure Data Factory.
• Understanding the Difference Between Encryption and Data MaskingMar 24, 2025. In today’s digital landscape, protecting sensitive information is a top priority for organizations. Two widely used techniques for securing data are Encryption and Data Masking. This article explores the key differences between encryption and data masking, their use cases, and their advantages.
• Trigger Fabric Data Pipeline from ADF/Synapse via Managed IdentityMar 24, 2025. Learn how to trigger a Fabric Data Pipeline from Azure Data Factory or Synapse Pipeline using Managed Identity for secure authentication.
• How to Use the Sort Function in Power Apps with Dynamic Column Values from a SharePoint ListMar 22, 2025. This article covers features, advantages, disadvantages, and step-by-step instructions to enhance your data management and user experience.
• How to Become a Data ScientistMar 21, 2025. This article explores the path to becoming a data scientist, covering what essential skills are required, like Python, Machine Learning, Data Analysis, and AI/ML Engineering.
• Efficiently Splitting SharePoint Column Values Using Power Apps Split FunctionMar 20, 2025. This article explores how to use the Split function in Power Apps to dynamically extract and display the first and last names from a full name stored in a SharePoint list's people picker column.
• Understanding HashSet in C#Mar 20, 2025. A HashSet<T> in C# is a collection that stores unique elements with fast lookups. It supports set operations like union, intersection, and difference while offering better performance than List<T> for searches.
• ASP.NET Session State: Storing Data Beyond IIS RestartsMar 20, 2025. ?To maintain ASP.NET sessions after an IIS restart, configure the session state to use SQL Server, State Server, or a distributed cache like Redis instead of the default in-memory storage.
• Databricks Genie: Unlocking AI-Powered Data Insights with OpenAIMar 20, 2025. Databricks Genie is a conversational AI assistant powered by Azure OpenAI to enable self-service analytics, and conduct data exploration using natural language questions to produce data-driven insights.