When does class start/end?
Class hours may vary, please reach out to contact@ascendientlearning.com if you have any questions.
Data Engineering with Databricks
Data professionals from all walks of life will benefit from this comprehensive introduction to the components of the Databricks Lakehouse Platform that directly support putting ETL pipelines into...
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$1,500 USD
Duration
2 days
Course Code
DEWD
Available Formats
Classroom
Overview
Data professionals from all walks of life will benefit from this comprehensive introduction to the components of the Databricks Lakehouse Platform that directly support putting ETL pipelines into production. You will leverage SQL and Python to define and schedule pipelines that incrementally process new data from a variety of data sources to power analytic applications and dashboards in the Lakehouse. This course offers hands-on instruction in Databricks Data Science & Engineering Workspace, Databricks SQL, Delta Live Tables, Databricks Repos, Databricks Task Orchestration, and the Unity Catalog.
- This course will prepare you to take the Databricks Certified Data Engineer Associate exam.
Skills Gained
- Leverage the Databricks Lakehouse Platform to perform core responsibilities for data pipeline development
- Use SQL and Python to write production data pipelines to extract, transform, and load data into tables and views in the Lakehouse
- Simplify data ingestion and incremental change propagation using Databricks-native features and syntax, including Delta Live Tables
- Orchestrate production pipelines to deliver fresh results for ad-hoc analytics and dashboarding
Prerequisites
- Basic knowledge of SQL query syntax, including writing queries using SELECT, WHERE, GROUP BY, ORDER BY, LIMIT, and JOIN
- Basic knowledge of SQL DDL statements to create, alter, and drop databases and tables
- Basic knowledge of SQL DML statements, including DELETE, INSERT, UPDATE, and MERGE
- Experience with or knowledge of data engineering practices on cloud platforms, including cloud features such as virtual machines, object storage, identity management, and metastores
- Basic familiarity with Python variables, functions, and control flow (preferred)
Course Details
Course Outline
Day 1
- Delta Lake
- Relational entities on Databricks
- ETL with Spark SQL
- Incremental data processing with Structured Streaming and Auto Loader
Day 2
- Medallion architecture in the data lakehouse
- Delta Live Tables
- Task orchestration with Databricks Jobs
- Databricks SQL
- Managing Permissions in the lakehouse
- Productionizing dashboards and queries on Databricks SQL
Schedule
FAQ
Does the course schedule include a Lunchbreak?
Classes typically include a 1-hour lunch break around midday. However, the exact break times and duration can vary depending on the specific class. Your instructor will provide detailed information at the start of the course.
What languages are used to deliver training?
Most courses are conducted in English, unless otherwise specified. Some courses will have the word "FRENCH" marked in red beside the scheduled date(s) indicating the language of instruction.
What does GTR stand for?
GTR stands for Guaranteed to Run; if you see a course with this status, it means this event is confirmed to run. View our GTR page to see our full list of Guaranteed to Run courses.
How do I find an Ascendient Learning training location?
We have training locations across the United States and Canada - View a complete list of classroom training locations.
Which delivery formats are available?
At Ascendient Learning, we offer training that is Instructor-Led, Online, Virtual, and Self-Paced.
Does Ascendient Learning deliver group training?
Yes, we provide training for groups, individuals and private on sites. View our group training page for more information.
What does vendor-authorized training mean?
As a vendor-authorized training partner, we offer a curriculum that our partners have vetted. We use the same course materials and facilitate the same labs as our vendor-delivered training. These courses are considered the gold standard and, as such, are priced accordingly.
Is the training too basic, or will you go deep into technology?
It depends on your requirements, your role in your company, and your depth of knowledge. The good news about many of our learning paths, you can start from the fundamentals to highly specialized training.
How up-to-date are your courses and support materials?
We continuously work with our vendors to evaluate and refresh course material to reflect the latest training courses and best practices.
Are your instructors seasoned trainers who have deep knowledge of the training topic?
Ascendient Learning instructors have an average of 27 years of practical IT experience and have also served as consultants for an average of 15 years. To stay current, instructors spend at least 25 percent of their time learning new, emerging technologies and courses.
Do you provide hands-on training and exercises in an actual lab environment?
Lab access is dependent on the vendor and the type of training you sign up for. However, many of our top vendors will provide lab access to students to test and practice. The course description will specify lab access.
Will you customize the training for our company’s specific needs and goals?
We will work with you to identify training needs and areas of growth. We offer a variety of training methods, such as private group training, on-site of your choice, and virtually. We provide courses and certifications that are aligned with your business goals.
How do I get started with certification?
Getting started on a certification pathway depends on your goals and the vendor you choose to get certified in. Many vendors offer entry-level IT certification to advanced IT certification that can boost your career. To get access to certification vouchers and discounts, please contact info@ascendientlearning.com.
Will I get access to content after I complete a course?
You will get access to the PDF of course books and guides, but access to the recording and slides will depend on the vendor and type of training you receive.
How do I request a W9 for Ascendient Learning?
View our filing status and how to request a W9.
Reviews
Easy to use and exactly what I was looking for. Value for money was exceptional.
Exit certified was great as it is very in depth and hands on learning which made it very easy to learn this type of work.
It was very informative and covered all the required materials along with handson labs for practice.
The course was informative, and I learnt a new skill. The instructor was up to the point.
Good training material and good instruction. More time needs to be provided for the lab work.
