Databricks Expert Program
Course Instructor:
Sumit Mittal
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Course Overview
Schedule of Classes
Course Curriculum
8 Subjects
Getting Started with Databricks
16 Learning Materials
Welcome Session
Exploring the Learning Portal
Video
00:12:03
Getting Started with Databricks
The Importance & Need of Databricks
Video
00:26:56
Databricks Free Edition
Video
00:24:57
Exploring Azure Databricks Interface
Video
00:22:24
Hands-on with Databricks Notebooks
Video
00:25:17
Databricks Architecture at a High-Level
Video
00:18:21
Need for Multiple Databricks Workspaces
Video
00:51:24
Managing Table Data and Metadata in Databricks Using Unity Catalog
Video
00:38:30
How to Use Azure Storage with Databricks Unity Catalog
Video
00:22:31
Creating External Locations in Databricks Using SQL
Video
00:32:01
Managed vs External Tables in Databricks
Video
00:41:08
Important Note
Downloadable Resources
Practice Notebooks
ZIP
Practice Datasets
ZIP
Document - Practical Using Free Edition
Week1 Free Edition Practical
PDF
Running Notes
Running Notes
PDF
Databricks Compute & DeltaLake
14 Learning Materials
Compute Resources in Databricks
Week1 Recap
Video
00:14:50
All Purpose Compute
Video
00:30:08
Job Compute
Video
00:26:11
Databricks Runtime Version & Sql Pool
Video
00:20:17
Serverless Compute & Sql Warehouse
Video
00:42:53
Deltalake
DataLake Limitations & Introduction to DeltaLake
Video
00:23:31
Why Data Lakes Lack ACID Guarantees
Video
00:17:35
Introduction to Delta Lake
Video
00:30:16
Delta Lake Basics - Managed Tables & Schema Definition
Video
00:40:20
Managing Data with Delta Volumes & Logs
Video
00:39:00
Delta Lake External Tables & Advanced Operations
Video
00:55:58
Downloadable Resources
Practice Demo Notebooks
ZIP
Document - Practical Using Free Edition
Week 2 Free Edition Practical
PDF
Running Notes
Running Notes
PDF
DeltaLake Continuation
15 Learning Materials
Deltalake Continuation
Computing the Latest State in Delta Lake
Video
00:25:25
Delta Lake - Time Travel & Table Restore
Video
00:17:13
Delta Lake Compute - VACUUM & Table Optimization
Video
00:31:26
Managing Delta Table Commits
Video
00:21:40
Sample Scenario based Questions
Video
00:41:24
Handling Deletion Vectors
Video
00:14:52
Upsert / Merge
Video
00:28:41
Constraints / ACID / Optimistic Concurrency Control
Video
00:22:14
Schema Enforcement & Evolution
Video
00:21:10
Renaming / Deleting a Column
Video
00:11:43
Running Notes
Running Notes
PDF
Document - Practical Using Free Edition
Week 3 Free Edition Practical
PDF
Downloadable Resources
Practice Code Files - part1
ZIP
Practice Code Files - part2
ZIP
Practice Code Files - Part3
ZIP
Advanced Delta Lake On Databricks
14 Learning Materials
Databricks Delta Lake Essentials
Change Data Feed - CDF
Video
00:43:55
Cloning - Shallow Cloning
Video
00:47:29
Cloning - Deep Cloning
Video
00:21:20
DeltaLake UniForm
Video
00:15:51
Handling Small Files
Video
00:21:48
Auto Optimize
Video
00:07:38
DeltaLake Data Skipping & Partitioning
Video
00:21:59
Z - ordering
Video
00:28:21
Liquid Clustering
Video
00:16:52
Liquid Clustering Demo
Video
00:26:07
Downloadable Resources
Practice Code Files
ZIP
Practice Code Files 2
ZIP
Support Document - Python Equivalent Code
Week 4 Python Equivalent Code
PDF
Running Notes
Running Notes
PDF
Lakeflow and AutoLoader
16 Learning Materials
Advanced Databricks Unity Catalog
Managed Volume
Video
00:16:17
External Volume
Video
00:20:39
Practicing on Azure Efficiently
Video
00:20:47
Lakeflow Connect: Data Ingestion Overview
Video
00:19:43
Cloud Storage Ingestion: CTAS
Video
00:25:58
Copy Into - Demo 1
Video
00:31:47
Copy Into - Demo 2
Video
00:16:23
Auto Loader - Batch Mode Demo
Video
00:41:09
Auto Loader - Streaming Mode Demo
Video
00:16:02
Working with Schemas: Inference, Hints & Metadata
Video
00:22:27
Auto loader: Schema Evolution Modes
Video
00:19:56
Downloadable Resources
Practice Demo Notebooks & Datasets
ZIP
More Practice Notebooks
ZIP
More Practice Datasets
ZIP
Support Document - Python Equivalent Code
Week 5 Python Equivalent Code
PDF
Running Notes
Running Notes
PDF
Week 6 - Databricks
15 Learning Materials
Week 6 Video Content
Lakeflow Declarative Pipelines
Video
00:20:20
Building Declarative ETL Pipelines with Delta Live Tables (DLT)
Video
00:37:53
Writing Declarative ETL Code in Delta Live Tables
Video
00:36:01
Execution Considering Hive Metastore
Video
00:06:09
Streaming Tables, Materialized Views, and Expectations
Video
00:44:31
External Locations and Modern Implementation
Video
00:32:27
Session 5 Introduction
Video
00:01:45
Session 5
Video
00:21:49
Session 6
Video
00:29:50
Session 7
Video
00:47:11
Session 8
Video
00:22:57
Downloadable Resources
Practice Datasets
ZIP
Practice Notebooks
ZIP
Practice Code Files - Demo & Sales Pipeline
ZIP
Running Notes
Running Notes
PDF
Saturday Live Sessions
7 Learning Materials
Recordings of Saturday Live Session
Live Career Guidance Session - 20th September 2025
Video
01:00:21
Career counselling by Sumit sir - On 27th September 2025
Video
00:58:39
Live Session by Sumit Sir - Career Guidance Session - 11th Oct 2025
Video
01:05:04
Live Session by Sumit Sir - Career Counseling - 25th Oct 2025
Video
01:03:06
Live session by Sumit Sir - Career Guidance - 1st Nov 2025
Video
01:09:36
Live Career Guidance Session - 8th November 2025
Video
00:56:54
Live Session by Sumit Sir - Career Guidance Session - 15th Nov 2025
Video
00:59:21
Databricks Week 7
5 Learning Materials
Week 7 Video Content
Session 1
Video
00:21:19
Session 2
Video
00:35:56
Session 3
Video
00:39:50
Downloadable Resources
Practice Scripts
PDF
Running Notes
Running Notes
PDF
Course Instructor
Sumit Mittal
154 Courses • 16225 Students
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