Azure Databricks Data Engineer Associate DP-750 Course in Columbus

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Azure Databricks Data Engineer Associate DP-750 Course

Columbus

Azure Databricks Data Engineer Associate DP-750 Course in Columbus helps you build data engineering skills, including ETL pipelines and big data processing. Develop expertise in data ingestion, transformation, and pipeline design using Azure Databricks to manage scalable and efficient data workflows.

Build expertise with Azure Databricks Data Engineer Associate DP-750 Course
Develop skills in ETL pipelines, data transformation, and processing workflows
Support scalable, efficient, and well-governed data engineering solutions

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Azure Databricks Data Engineer Associate DP-750 Course Overview

Course syllabus

Who it’s for

What’s included

FAQs

Azure Databricks Data Engineer Associate DP-750 Course Outline

Module 1: Explore Azure Databricks

Introduction
Get Started with Azure Databricks
Identify Azure Databricks Workloads
Understand Key Concepts
Data Governance Using Unity Catalog and Microsoft Purview
Exercise - Explore Azure Databricks

Module 2: Understand Azure Databricks Architecture

Introduction
Understand Azure Databricks Architecture
Understand Unity Catalog Managed Storage
Understand External Storage
Understand Default Storage (Serverless Compute)

Module 3: Understand Azure Databricks Integrations

Introduction
Understand Integration with Microsoft Fabric
Understand Integration with Power BI
Understand Integration with VS Code
Understand Integration with Power Platform
Understand Integration with Copilot Studio
Understand Integration with Microsoft Purview
Understand Integration with Microsoft Foundry

Module 4: Select and Configure Compute in Azure Databricks

Introduction
Choose an Appropriate Compute Type
Configure Compute Performance
Configure Compute Features
Install Libraries for Compute
Configure Compute Access
Exercise - Select and Configure Compute in Azure Databricks

Module 5: Create and Organize Objects in Unity Catalog

Introduction
Apply Naming Conventions
Create Catalog
Create Schema
Create Tables and Views
Create Volumes
Implement DDL Operations
Implement Foreign Catalog
Configure AI/BI Genie Instructions
Exercise - Create and Organize Objects in Unity Catalog

Module 6: Secure Unity Catalog Objects

Introduction
Understand Query Lifecycle
Implement Access Control Strategies
Understand Fine-Grained Access Control
Implement Row Filtering and Column Masking
Access Azure Key Vault Secrets
Authenticate Data Access with Service Principals
Authenticate Resource Access with Managed Identities
Exercise - Secure Unity Catalog Objects

Module 7: Govern Unity Catalog Objects

Introduction
Create and Preserve Table Definitions
Configure ABAC with Tags and Policies
Apply Data Retention Policies
Set Up and Manage Data Lineage
Configure Audit Logging
Design Secure Delta Sharing Strategy
Exercise - Govern Unity Catalog Objects

Module 8: Design and Implement Data Modeling with Azure Databricks

Introduction
Design Ingestion Logic and Data Source Configuration
Choose a Data Ingestion Tool
Choose a Data Table Format
Design and Implement a Data Partitioning Scheme
Choose a Slowly Changing Dimension (SCD) Type
Implement a Slowly Changing Dimension (SCD) Type 2
Design and Implement a Temporal (History) Table to Record Changes over Time
Choose Granularity on a Column or Table Based on Requirements
Choose Managed vs. Unmanaged Tables
Design and Implement a Clustering Strategy
Exercise - Design and Implement Data Modeling with Azure Databricks

Module 9: Ingest Data into Unity Catalog

Introduction
Ingest Data with Lakeflow Connect
Ingest Data with Notebooks
Ingest Data with SQL Methods
Ingest Data with CDC Feed
Ingest Data with Spark Structured Streaming
Ingest Data with Auto Loader
Ingest Data with Lakeflow Spark Declarative Pipelines
Exercise - Ingest Data into Unity Catalog

Module 10: Cleanse, Transform, and Load Data into Unity Catalog

Introduction
Profile Data
Choose Column Data Types
Resolve Duplicates and Nulls
Transform Data with Filters and Aggregations
Transform Data with Joins and Set Operators
Transform Data with Denormalization and Pivots
Load Data with Merge, Insert, and Append
Exercise - Cleanse, Transform, and Load Data into Unity Catalog

Module 11: Implement and Manage Data Quality Constraints with Azure Databricks

Introduction
Implement Validation Checks
Implement Data Type Checks
Detect and Manage Schema Drift
Manage Data Quality with Pipeline Expectations
Exercise - Implement and Manage Data Quality Constraints with Azure Databricks

Module 12: Design and Implement Data Pipelines with Azure Databricks

Introduction
Design Order of Operations for a Pipeline
Choose Notebook vs. Lakeflow Pipelines
Design Lakeflow Job Logic
Design Error Handling in Pipelines and Jobs
Create Pipeline with Notebook
Create Pipeline with Lakeflow Spark Declarative Pipelines
Exercise - Design and Implement Data Pipelines with Azure Databricks

Module 13: Implement Lakeflow Jobs with Azure Databricks

Introduction
Create Job Setup and Configuration
Configure Job Triggers
Schedule a Job
Configure Job Alerts
Configure Automatic Restarts
Exercise - Implement Lakeflow Jobs with Azure Databricks

Module 14: Implement Development Lifecycle Processes in Azure Databricks

Introduction
Apply Git Version Control Best Practices
Manage Branching and Pull Requests
Implement Testing Strategy
Configure and Package DABs
Deploy Bundle with Databricks CLI
Exercise - Implement Development Lifecycle Processes in Azure Databricks

Module 15: Monitor, Troubleshoot, and Optimize Workloads in Azure Databricks

Introduction
Monitor and Manage Cluster Consumption
Troubleshoot and Repair Lakeflow Jobs
Troubleshoot Spark Jobs and Notebooks
Investigate Caching, Skewing, Spilling, and Shuffle
Implement Log Streaming with Azure Log Analytics
Exercise - Monitor, Troubleshoot, and Optimize Workloads in Azure Databricks

Who Should Attend this Azure Databricks Data Engineer Associate DP-750 Course?

This course is designed for professionals looking to build expertise in data engineering using Azure Databricks. It is suitable for individuals aiming to develop skills in data pipelines, processing, and governance. Delegates who will benefit from this training include:

Data Engineer
Data Analyst
Cloud Engineer
BI Developer
ETL Developer
Database Administrator
Software Engineer
IT Professional

Prerequisites for this Azure Databricks Data Engineer Associate DP-750 Course

There are no formal prerequisites for this course. However, a basic understanding of data concepts, SQL, and cloud computing will be beneficial.

Azure Databricks Data Engineer Associate DP-750 Course Overview

The Azure Databricks Data Engineer Associate DP-750 Training provides delegates with a comprehensive understanding of data engineering processes using Azure Databricks. It focuses on data ingestion, transformation, governance, and pipeline development.

This training helps delegates build practical skills in managing data workflows, ensuring data quality, and optimising performance. It supports improved efficiency, scalability, and governance in data-driven environments.

This 4-Day course offered by The Knowledge Academy enables delegates to apply data engineering techniques effectively. Delegates gain the confidence to design and manage robust data solutions in real-world scenarios.

Azure Databricks Data Engineer Associate DP-750 Course Objectives

To understand Azure Databricks architecture and core data engineering concepts
To design and implement data ingestion processes and ETL pipelines
To manage and transform data using Unity Catalog and Spark frameworks
To apply data governance, security, and access control strategies
To automate workflows and manage data pipeline execution efficiently
To monitor, troubleshoot, and optimise data processing workloads

Upon completion of this Azure Databricks Data Engineer Associate DP-750 Course, delegates will be able to build and manage data pipelines effectively. They will also enhance their ability to process, govern, and optimise data workflows in Azure environments.

What's Included in this Azure Databricks Data Engineer Associate DP-750 Course?

World-Class Training Sessions from Experienced Instructors
Azure Databricks Data Engineer Associate DP-750 Certificate
Interactive Learning with 24*7 Support
Digital Delegate Pack

Hands-On Labs: Included as part of our online instructor-led delivery, these labs provide real-world exercises in a simulated environment guided by expert instructors to enhance your practical skills.

Train Your Workforce

Looking for Azure Databricks Data Engineer Associate DP-750 Course in-house or onsite training in Columbus? We specialise in corporate group training and bulk bookings for organisations of all sizes in Columbus. Our trainers deliver tailored sessions at your premises, online, or hybrid, with best price guarantee, group discounts and flexible scheduling to train your team.

Our Columbus venue

Includes..

Free Wi-Fi

To make sure you’re always connected we offer completely free and easy to access wi-fi.

Air conditioned

To keep you comfortable during your course we offer a fully air conditioned environment.

Full IT support

IT support is on hand to sort out any unforseen issues that may arise.

Video equipment

This location has full video conferencing equipment.

Columbus is the capital of the state of Ohio, USA. With a population of 830,000 people, it is the largest city in Ohio and the fifteenth largest in the whole of the United States. Columbus City Schools is the largest school district in Ohio, governing over 55,000 pupils. It helps operate around 140 elementary, middle and high schools around the city. The first kindergarten in the United States is claimed to have been started in Columbus in 1838. The first junior high school was created in Columbus in 1909 to help pupils bridge the gap from elementary to high school at a time when it was rare for students to continue their education. The city has two public universities; the Ohio State University and the Columbus State Community College. The Ohio State University has one of the largest college campuses in the United States and is also ranked at number 19 for the best public university. Its highest rated programs are its Pharmacy and Veterinary programs. Other private educational facilities include Columbus College of Art and Design, Ohio Business College and Bradford School.

Ways to take Azure Databricks Data Engineer Associate DP-750 Course in Columbus

Online Instructor-Led Learning

Online Self-Paced Learning

Onsite Learning

Experience live, interactive learning from home with The Knowledge Academy's Online Instructor-led Azure Databricks Data Engineer Associate DP-750 Course. Engage directly with expert instructors, mirroring the classroom schedule for a comprehensive learning journey. Enjoy the convenience of virtual learning without compromising on the quality of interaction.

Live classes

Join a scheduled class with a live instructor and other delegates.

Interactive

Engage in activities, and communicate with your trainer and peers.

Global Pool of the Best Trainers

We handpick from a global pool of expert trainers for our Online Instructor-led courses.

Expertise

With 10+ years of quality, instructor-led training, we equip professionals with lasting skills for success.

Scalable Training Delivery

Access Azure Databricks Data Engineer Associate DP-750 Course in Columbus delivered by one of the largest training providers, with scalable instructor-led classes, accessible worldwide.

Master Azure Databricks Data Engineer Associate DP-750 Course with a flexible yet structured approach that combines live, expert-led sessions and self-paced study. With Weekly one-to-one tutor support and consistently high pass rates, you’ll receive tailored guidance and achieve real results.

Structured Yet Flexible Learning

Take part in scheduled, instructor-led sessions with real-time feedback, while enjoying the freedom to study independently. Interactive resources and progress tracking tools help you stay motivated and on target.

Engaging & Interactive Training

Join dynamic live sessions featuring discussions, practical activities, and peer collaboration. Learn from Azure Databricks Data Engineer Associate DP-750 Course industry experts and reinforce your knowledge with self-paced modules—plus, connect with professionals in your field.

Expert-Led Course

Gain valuable insight from experienced trainers during live sessions, and revisit course materials anytime to deepen your understanding. This method offers the ideal balance between expert guidance and independent learning.

Global Training Accessibility

Access top-quality training across time zones—anytime, anywhere. Whether at home or on the go, our expert-led sessions and flexible study materials support your goals, and help you on the journey towards the certification.

Learn Azure Databricks Data Engineer Associate DP-750 Course through The Knowledge Academy’s Online Self-Paced Learning. This flexible and structured format supports your training goals and enables every professional to build skills with confidence.

Flexible Learning

Access Azure Databricks Data Engineer Associate DP-750 Course resources 24/7 to maintain steady progress, complete regular assessments or tasks, and upskill effectively alongside work commitments.

Expert-Developed Content

Our Online Course content is designed by experienced trainers to ensure accuracy, relevance, and practical value.

Global Training Provider

Access Azure Databricks Data Engineer Associate DP-750 Course in Columbus from a trusted global training provider delivering consistent learning to professionals worldwide.

Cost-Effective Training

Benefit from the cost-effective Azure Databricks Data Engineer Associate DP-750 Course that delivers high-quality course content without compromising learning outcomes.

Interactive LMS

Track performance, download resources, and receive AI-enabled support through The Knowledge Academy’s dedicated Learning Management System.

Azure Databricks Data Engineer Associate DP-750 Course Schedule in Columbus

Online Instructor-Led

Online Self-Paced

Classroom

Onsite

We’re updating the schedule!

We’re currently in the process of updating the schedule for this course. For upcoming dates and pricing, please get in touch with us. We’ll be happy to help you find the best option for your training.

Package deals for Azure Databricks Data Engineer Associate DP-750 Course in Columbus

Our training experts have compiled a range of course packages on a variety of categories in Azure Databricks Data Engineer Associate DP-750 Course, to boost your career. The packages consist of the best possible qualifications with Azure Databricks Data Engineer Associate DP-750 Course, and allows you to purchase multiple courses at a discounted rate.

Azure Databricks Data Engineer Associate DP-750 Course in Columbus FAQs

What time shall I arrive at the venue?

Please arrive at the venue at 8:45am.

What are the pre-requisites?

Who should attend this course?

Do you offer support for the course?

We are able to provide support via phone & email prior to attending, during and after the course.

What is included in the course?

Delegate pack consisting of course notes and exercises, Manual, Experienced Instructor, and Refreshments

What is the duration of this course?

This course is [ ] day(s)

How long until I receive the course confirmation details?

Once your booking has been placed and confirmed, you will receive an email which contains your course location, course overview, pre-course reading material (if required), course agenda and payment receipts

Which is the best training institute/provider of Azure Databricks Data Engineer Associate DP-750 Course in Columbus?

The Knowledge Academy is one of the Leading global training provider for Azure Databricks Data Engineer Associate DP-750 Course.

What are the best Microsoft Azure Certification courses in Columbus?

Please see our Microsoft Azure Certification courses available in Columbus

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