Deploy Workloads with Lakeflow Jobs

Deploy Workloads with Lakeflow Jobs course teaches how to orchestrate and automate data, analytics, and AI workflows using Lakeflow Jobs as a unified orchestration platform within the Databricks ecosystem.

• You will learn to design and implement data workloads using Directed Acyclic Graphs (DAGs), configure various scheduling options, and implement advanced workflow features such as conditional task execution, run-if dependencies, and for each loops.

• The course covers best practices for creating robust, production-ready pipelines with proper compute selection, modular orchestration, error handling techniques, and fault-tolerant design-all natively integrated within the Databricks Data Intelligence Platform.

Skill Level

Associate

Duration

Prerequisites

• Completion of the course "Get Started with Databricks for Data Engineering", or a solid understanding of the Databricks Data Intelligence Platform

• Basic Understanding of topics like navigating a Databricks Workspace, Apache Spark, Delta Lake, Medallion Architecture, and Unity Catalog.

• Familiarity with python/pyspark

• Experience in writing intermediate-level SQL queries.

Outline

• Introduction to Data Engineering in Databricks

• Lakeflow Jobs Core Components

• Course Project Overview

• Demo: Creating a Job Using the Lakeflow Jobs UI

• Lab: Create your First Job

• Creating and Scheduling Jobs

• Demo: Automating Workloads with Scheduling and Triggers

• Conditional and Iterative Task

• Demo: Building Dynamic Workloads with Advanced Tasks

• Lab: Adding If-Else Task and Automating your Job

• Handling Task Failures and Monitoring Jobs Performance

• Demo: Monitoring and Repairing Task

• Lakeflow Jobs in Production and Best Practices

• BONUS LAB: Modular Orchestration

Upcoming Public Classes

Date	Time	Your Local Time	Language	Price
Date	Time	Your Local Time	Language	Price	Aug 05	09 AM - 01 PM (Asia/Singapore)	-	English	$750.00
Aug 05	09 AM - 01 PM (Europe/Paris)	-	English	$750.00
Aug 05	09 AM - 01 PM (America/Los_Angeles)	-	English	$750.00
Sep 02	01 PM - 05 PM (Australia/Sydney)	-	English	$750.00
Sep 02	01 PM - 05 PM (Europe/Paris)	-	English	$750.00
Sep 02	09 AM - 01 PM (America/New_York)	-	English	$750.00
Oct 02	09 AM - 01 PM (Europe/Paris)	-	English	$750.00
Oct 02	01 PM - 05 PM (America/New_York)	-	English	$750.00
Oct 06	09 AM - 01 PM (Asia/Kolkata)	-	English	$750.00

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Upcoming Public Classes

Date	Time	Your Local Time	Language	Price
Date	Time	Your Local Time	Language	Price	Aug 05	09 AM - 01 PM (Asia/Singapore)	-	English	$750.00
Aug 05	09 AM - 01 PM (Europe/Paris)	-	English	$750.00
Aug 05	09 AM - 01 PM (America/Los_Angeles)	-	English	$750.00
Sep 02	01 PM - 05 PM (Australia/Sydney)	-	English	$750.00
Sep 02	01 PM - 05 PM (Europe/Paris)	-	English	$750.00
Sep 02	09 AM - 01 PM (America/New_York)	-	English	$750.00
Oct 02	09 AM - 01 PM (Europe/Paris)	-	English	$750.00
Oct 02	01 PM - 05 PM (America/New_York)	-	English	$750.00
Oct 06	09 AM - 01 PM (Asia/Kolkata)	-	English	$750.00

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