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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

tutor image

Sumit Mittal

154 Courses   •   16225 Students