Databricks DE Associate Certification Skill Path

33 modules

34 Hours 55 Minutes

5 Cloud labs

Overview

Skill path

Masterclass

Need for Pyspark to Build ELT Pipelines

e-commerce

general

approach

data-storage

data-quality

data-wrangling

batch-etl

data-governance

databricks

spark

data-understanding

python

40m

Masterclass

Introduction to Databricks: The Unified Analytics Platform

general

e-commerce

approach

data-understanding

data-storage

data-wrangling

batch-etl

databricks

spark

cloud-management

01h 25m

Scenario

Databricks Architecture, Cluster & Lakehouse: Practice Questions

e-commerce

approach

data-understanding

data-storage

data-quality

data-wrangling

batch-etl

distributed-processing

databricks

30m

Masterclass

Data Ingestion using Databricks

general

e-commerce

approach

data-understanding

data-storage

batch-etl

data-wrangling

databricks

50m

Masterclass

Data Analysis using Pyspark

e-commerce

data-wrangling

databricks

sql

spark

python

data-understanding

batch-etl

data-storage

55m

Masterclass

Data Analysis using SparkSQL

e-commerce

general

approach

data-storage

data-wrangling

batch-etl

databricks

spark

sql

data-understanding

01h 15m

Scenario

ETL Transformations using Pyspark & SQL: Practice Questions

e-commerce

approach

data-understanding

data-quality

data-wrangling

batch-etl

data-storage

databricks

spark

50m

Scenario

Databricks DE Associate Partial Mock Test - 01

e-commerce

approach

data-storage

data-quality

data-wrangling

batch-etl

cloud-management

code-versioning

distributed-processing

databricks

01h

Scenario

Introduction to Medallion Architecture

e-commerce

data-storage

batch-etl

approach

databricks

25m

Scenario

Introduction to Lakehouse & Delta Lake

general

approach

databricks

data-understanding

data-storage

data-wrangling

batch-etl

45m

Masterclass

Building ETL Pipeline using Medallion Architecture

general

e-commerce

approach

data-understanding

data-storage

data-quality

batch-etl

databricks

data-wrangling

data-modelling

quality

sql

python

03h 20m

Scenario

ETL & Medallion Architecture: Practice Questions

general

batch-etl

approach

databricks

30m

Masterclass

Delta Lake Operations - 01: Timetravel, Optimize & Vacuum

general

approach

data-understanding

data-storage

data-quality

batch-etl

databricks

data-wrangling

01h

Scenario

Delta Lake Operations - 01: Practice Questions

e-commerce

approach

quality

data-storage

data-quality

data-wrangling

batch-etl

distributed-processing

data-understanding

databricks

spark

01h

Masterclass

Delta Lake Operations - 02: Handle Incremental Data

e-commerce

general

approach

data-understanding

data-wrangling

batch-etl

data-storage

databricks

01h 10m

Scenario

Delta Lake Operations - 02: Practice Questions

e-commerce

approach

data-understanding

data-storage

data-wrangling

batch-etl

databricks

spark

01h

Scenario

Databricks DE Associate Partial Mock Test - 02

e-commerce

approach

quality

data-understanding

data-storage

data-modelling

data-wrangling

batch-etl

databricks

45m

Masterclass

Working with Structured Streaming Data

general

approach

data-understanding

data-wrangling

stream-etl

data-storage

databricks

spark

01h 40m

Scenario

Working with Structured Streaming Data using Autoloader

general

data-wrangling

stream-etl

data-storage

databricks

45m

Scenario

Structured Streaming & Autoloader: Practice Questions

e-commerce

approach

data-storage

data-modelling

data-wrangling

stream-etl

data-understanding

databricks

spark

40m

Masterclass

Introduction to Delta Live Tables (DLT) in Databricks

general

approach

data-wrangling

batch-etl

data-quality

databricks

data-storage

data-understanding

02h 35m

Scenario

Delta Live Tables(DLT): Practice Questions

e-commerce

approach

databricks

40m

Scenario

Introduction to Workflows in Databricks

e-commerce

batch-etl

approach

databricks

50m

Scenario

Workflows in Databricks: Practice Questions

e-commerce

batch-etl

approach

databricks

20m

Masterclass

Introduction to SQL Warehouse: Compute, Dashboard & Alerts

general

data-understanding

data-visualization

batch-etl

databricks

sql

approach

data-storage

data-modelling

data-wrangling

01h 30m

Scenario

SQL Warehouse - Databricks: Practice Questions

e-commerce

approach

data-storage

data-quality

data-wrangling

batch-etl

databricks

sql

01h

Masterclass

Introduction to Unity Catalog in Databricks

general

batch-etl

data-governance

access-control-security

approach

databricks

data-storage

data-modelling

01h 20m

Scenario

Code Versioning with Github & Databricks

general

approach

code-versioning

batch-etl

databricks

30m

Scenario

Unity Catalog & Code versioning in Databricks: Practice Questions

general

code-versioning

data-governance

access-control-security

databricks

30m

Scenario

Databricks DE Associate Partial Mock Test - 03

e-commerce

approach

data-quality

data-wrangling

batch-etl

stream-etl

code-versioning

data-understanding

databricks

45m

Scenario

Databricks DE Associate Full Length Mock Test - 01

e-commerce

approach

data-storage

data-quality

data-wrangling

batch-etl

stream-etl

code-versioning

distributed-processing

data-modelling

databricks

sql

01h 30m

Scenario

Databricks DE Associate Full Length Mock Test - 02

e-commerce

approach

data-understanding

data-storage

data-wrangling

batch-etl

stream-etl

code-versioning

data-governance

access-control-security

cloud-management

databricks

spark

01h 30m

Scenario

Databricks DE Associate Full Length Mock Test - 03

e-commerce

approach

data-understanding

data-storage

data-quality

data-wrangling

batch-etl

stream-etl

cloud-management

code-versioning

distributed-processing

databricks

spark

01h 30m

Databricks DE Associate Certification Skill Path

Overview

Skill path

Need for Pyspark to Build ELT Pipelines

2 Scenarios

Introduction to Databricks: The Unified Analytics Platform

4 Scenarios

Databricks Architecture, Cluster & Lakehouse: Practice Questions

Data Ingestion using Databricks

2 Scenarios

Data Analysis using Pyspark

2 Scenarios

Data Analysis using SparkSQL

4 Scenarios

ETL Transformations using Pyspark & SQL: Practice Questions

Databricks DE Associate Partial Mock Test - 01

Introduction to Medallion Architecture

Introduction to Lakehouse & Delta Lake

Building ETL Pipeline using Medallion Architecture

4 Scenarios

ETL & Medallion Architecture: Practice Questions

Delta Lake Operations - 01: Timetravel, Optimize & Vacuum

2 Scenarios

Delta Lake Operations - 01: Practice Questions

Delta Lake Operations - 02: Handle Incremental Data

4 Scenarios

Delta Lake Operations - 02: Practice Questions

Databricks DE Associate Partial Mock Test - 02

Working with Structured Streaming Data

4 Scenarios

Working with Structured Streaming Data using Autoloader

Structured Streaming & Autoloader: Practice Questions

Introduction to Delta Live Tables (DLT) in Databricks

6 Scenarios

Delta Live Tables(DLT): Practice Questions

Introduction to Workflows in Databricks

Workflows in Databricks: Practice Questions

Introduction to SQL Warehouse: Compute, Dashboard & Alerts

3 Scenarios

SQL Warehouse - Databricks: Practice Questions

Introduction to Unity Catalog in Databricks

4 Scenarios

Code Versioning with Github & Databricks

Unity Catalog & Code versioning in Databricks: Practice Questions

Databricks DE Associate Partial Mock Test - 03

Databricks DE Associate Full Length Mock Test - 01

Databricks DE Associate Full Length Mock Test - 02

Databricks DE Associate Full Length Mock Test - 03

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Supercharge Your
Data+AI Teams with us!