Databricks : Delta Live Table (DLT)

🚀 Master Databricks & Delta Live Tables with Real-World Project! 🌱

Welcome to the "Databricks: Delta Live Table (DLT) Mastery" Course!

Are you ready to unlock the full potential of Databricks and Delta Live Tables using PySpark and SQL? Whether you're a data analyst, engineer, or a curious learner looking to understand the power of data lakehouses, this course is your gateway to mastering real-time data processing with DLT.

📘 Course Overview:

Module 1: Getting Started with Databricks

• Setting Up Your Azure Account
• Workspace Setup and Navigation
• Introduction to Clusters, Notebooks, Libraries, and DBFS
• Understanding Databricks File System (DBFS)
• Exploring DBUTILS and Other Essentials

🚀 Dive into Data Lakehouse Architecture and Delta Lake

• Comprehending the Data Lakehouse Concept
• Creating and Managing Delta Tables
• Delta Ingestion and Data Operations
• Schema Validation, Generated Columns, and More

🧠 Module 2: Delta Live Tables Explained

• Understanding the Core Concepts of DLT
• Hands-On Labs with CSV and JSON/Parquet Files
• Developing Streaming DLT Pipelines
• Performing Transformations and Data Quality Checks

🔄 Module 3: Advanced Delta Live Table Operations

• Schema Evolution and Managing Changes in Real-Time
• Building End-to-End Streaming DLT Pipelines
• Implementing Quality Checks and Reusable Quality Checks
• Integrating with SQL Server and Parameterizing Pipelines

🌈 Module 4: Practical Applications with Real-World Use Cases

• Creating Your First Delta Live Table Pipeline
• Schema Evolution and Handling Changes in Data
• Building Complete Streaming DLT Pipelines
• Quality Checks and Reusable Checks
• Integrating External Data Sources and Services

🎯 Module 5: Capstone Project - From Ingestion to Dashboard!

• Understanding the Medallion Lakehouse Architecture
• Setting Up SQL Server for Integration
• Building Ingestion Layers for Products, Customers, Orders, and Events
• Developing Bronze, Silver, and Gold Data Layers
• Creating KPI Queries and Dashboards for Actionable Insights

Why Take This Course?

• Hands-On Learning: Engage with over 40 labs to apply your learning in real-world scenarios.
• Comprehensive Curriculum: Cover all the essentials from Azure setup to advanced Delta Live Table operations.
• Real-World Use Case: Implement a complete end-to-end data project using DLT, mirroring real-life business applications.
• Expert Guidance: Learn from A. K Kumar, an experienced course instructor specializing in Databricks and Delta Lake technologies.

Who Is This Course For? This course is perfect for:

• Data Analysts and Engineers looking to leverage the power of Databricks and DLT.
• Developers aiming to enhance their skill set with real-time data processing capabilities.
• Business Intelligence Professionals seeking to create insightful dashboards and reports.
• Learners interested in understanding data lakehouse architectures and Delta Lake.

Embark on your journey to becoming a Databricks expert today! 🌟 Enroll now and transform your approach to real-time data processing, analytics, and business intelligence with Delta Live Tables. Let's make data work for you!