Unlocking Cloud Mastery: A Deep Dive into the Azure Administrator Certification by DevOpsSchool
In today’s rapidly evolving digital landscape, cloud computing is no longer a luxury—it’s an absolute necessity. At the heart of this transformation is Microsoft Azure, one of…
Unlocking the Future of IT Operations: Exploring the AIOps Certified Professional Course by DevOpsSchool
In today’s fast-paced digital world, IT operations are evolving at breakneck speed. Gone are the days of manual monitoring and reactive troubleshooting—enter AIOps, a game-changer that’s blending…
Unlock Your Career in Software Testing: A Deep Dive into the Full Stack QA Certified Professional (FSQCP) Course by DevOpsSchool
In today’s fast-paced tech world, quality assurance (QA) has evolved far beyond simple bug hunting. As software development shifts toward more integrated and agile approaches, professionals need…
Agile Developers Certification by DevOpsSchool: Elevate Your Career with Industry-Ready Skills
The Agile Developers Certification by DevOpsSchool is designed as a comprehensive, industry-focused program that equips professionals with the essential skills and tools required to thrive in today’s…
Full Stack Developer Certification by DevOpsSchool: Your Path to a Versatile Tech Career
In the evolving world of software development, companies increasingly seek professionals who can handle both client-side (front-end) and server-side (back-end) development. These professionals are known as Full…
About DataOps Certified Professional (DOCP)
The DataOps Certified Professional (DOCP) is a globally recognized certification designed to validate practical expertise in DataOps principles, tools, and automated data pipeline management. Overview DOCP covers…
Top 10 DataOps Tools in 2025
What is DataOps? DataOps is an organizational practice (people + process + platforms) that applies DevOps and agile principles to the end-to-end data lifecycle—from ingestion and transformation…
Databricks Lab & Excercise
Databricks Account Console Databricks Lab – Create an Azure Databricks workspace Databricks: Set Up Metastore & Map Azure Storage Account with Access Connector, Enable Unity Catalog Databricks…
Databricks: User Management in Databricks
Introduction In Databricks, identities (users, groups, service principals) live at the account level and can be assigned to one or more workspaces. For Unity Catalog (UC), principals…
Databricks: Databricks Secret Management & Secret Scopes
Introduction Hard-coding credentials (DB passwords, API tokens, SAS keys, hosts) in notebooks or jobs is risky. In Databricks you store them as secrets inside a secret scope,…
Databricks: Truncate-and-Load as a streaming source, Full Refresh of a DLT pipeline, Workflow file-arrival triggers
Introduction Today we’ll cover four production patterns for Delta Live Tables (DLT): Truncate-Load table as Source for Streaming Tables (with skipChangeCommits) Problem: Your upstream system truncates a…
Databricks: hands-on tutorial for DLT Data Quality & Expectations
Here’s a complete, hands-on tutorial for DLT Data Quality & Expectations — including how to define rules, use warning / fail / drop actions, and monitor a…
Databricks: DLT SCD2 & SCD1 table | Apply Changes | CDC | Back-loading SCD2 | Delete/Truncate SCD
Introduction Goal: Build a CDC-ready dimension pipeline in Delta Live Tables (DLT) that supports: Core ideas you’ll use What we’ll model How to build SCD1 or SCD2…
Databricks: DLT Append Flow (Union) & Auto Loader
Pass parameters in a DLT pipeline | Generate tables dynamically This hands-on guide shows how to: We’ll build on your earlier DLT pipeline (Orders + Customers →…
Databricks: Delta Live Tables (DLT) Internals & Incremental Load
Delta Live Tables (DLT) Internals & Incremental Load Part 2: Add/Modify Columns | Rename Tables | Data Lineage This tutorial walks step by step through advanced Delta…
Databricks: DLT Introduction
Introduction Goal: Build a Delta Live Tables (DLT) pipeline that: What DLT gives you (why declarative matters): What we’ll build: What is Delta Live Tables (DLT)? How…
Databricks: Medallion Architecture in Data Lakehouse
Here’s a step-by-step tutorial with deep explanations + examples: 📘 Medallion Architecture in Data Lakehouse (Bronze, Silver, Gold Layers with Databricks) 1. 🔹 Introduction In a Data…
Databricks: Databricks Auto Loader Tutorial
🚀 Databricks Auto Loader Tutorial (with Schema Evolution Modes & File Detection Modes) Auto Loader in Databricks is the recommended way to ingest files incrementally and reliably…
Databricks: Databricks COPY INTO Command – Idempotent & Exactly-Once Data Loading
1. 🔹 What is COPY INTO? 👉 For millions of files or complex directories, use Autoloader instead. 2. 🔹 Setup: Managed Volume & Input Files Now we…
Databricks: Databricks Workflows (Jobs, Tasks, Passing Values, If/Else, Re-runs, and Loops)
1. 🔹 Introduction to Workflows 2. 🔹 Jobs UI Overview When creating a job: 3. 🔹 Creating a Job (Example: Process Employee Data) Workflow: Notebook Setup 4….