đ§ Introduction to LLMs Large Language Models (LLMs) are deep learning-based architectures trained on massive corpora of text data. These models leverage billions (sometimes trillions) of parameters to understand, generate, summarize, and interact with human language. Popular LLMs include GPT-4, LLaMA 2, Claude, PaLM, and Falcon. đ Core Architecture and Design Principles 1. Transformer Architecture … Read more
đ§ Overview Apache NiFi is a robust, open-source data integration tool designed for the automated and secure movement of data between systems. It’s built for scalability, reliability, and extensibility, making it ideal for ETL pipelines, streaming data ingestion, and real-time flow-based programming. This guide is for technical professionalsâincluding DevOps engineers, data architects, and sysadminsâlooking to … Read more
đ What is Microsoft Loop â From a Technical Standpoint? Microsoft Loop is a component-based, synchronized collaboration platform built on Microsoft 365 Copilot and Microsoft Graph. It operates on the Fluid Framework, enabling real-time multi-user synchronization of modular components (tables, task lists, paragraphs, etc.) across Microsoft Teams, Outlook, Word, and beyond. It provides both workspace-level … Read more
In the digital age, data is the new oilâeven for small businesses. Whether you’re tracking customer behavior, analyzing sales trends, or optimizing operations, an effective data pipeline architecture is essential. Two major cloud providers, Microsoft Azure and Amazon Web Services (AWS), offer powerful tools to automate ETL (Extract, Transform, Load) workflows. But which one suits … Read more
Managing multiple tenants for testing and production in Power BI can be challenging, especially for organizations handling large datasets, multiple teams, and different environments. A well-structured approach ensures cost efficiency, security, and seamless deployment workflows while optimizing Power BI licensing costs. This article provides a comprehensive strategy for setting up multiple tenants in Power BI … Read more
Data integration is a critical component of modern data engineering workflows, and two of the most popular tools in this space are Apache NiFi and Airbyte. Both platforms offer powerful data ingestion, transformation, and movement capabilities, but they cater to different use cases and architectural needs. In this article, weâll explore: What is Apache NiFi? … Read more
Power BI Azure B2B (Business-to-Business) is a collaboration feature that allows organizations to securely share Power BI content with external users. Instead of providing full internal access, Azure B2B enables external users (partners, vendors, and clients) to access dashboards, reports, and datasets while maintaining security and governance. In this article, weâll cover: What Power BI … Read more
When selecting a Power BI licensing model, organizations often struggle between Power BI Premium Capacity and Power BI Embedded Capacity. Each serves a different purpose and comes with its own set of advantages. Understanding the key differences can help businesses make an informed decision based on reporting needs, user accessibility, and cost-effectiveness. This article provides … Read more
Power BI Paginated Reports provide pixel-perfect, multi-page reports that are optimized for printing and sharing. These reports allow users to create highly formatted layouts, making them ideal for financial statements, invoices, and operational reports. However, licensing requirements for Power BI Paginated Reports can be confusing, as they vary depending on whether you use Power BI … Read more
Power BI Premium is an enterprise-grade data analytics solution designed to provide organizations with enhanced performance, scalability, and advanced AI-driven analytics. It offers dedicated cloud computing resources, improved security, and greater flexibility compared to Power BI Pro. This article explores the key features, benefits, pricing, use cases, and frequently asked questions (FAQs) about Power BI … Read more