When does class start/end?
Class hours may vary, please reach out to contact@ascendientlearning.com if you have any questions.
Machine Learning with Databricks
This course is your gateway to mastering machine learning workflows on Databricks. Dive into data preparation, model development, deployment, and operations, guided by expert instructors. Learn...
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$1,500 USD
Duration
2 days
Course Code
MLDB
Available Formats
Classroom, Virtual
Overview
This course is your gateway to mastering machine learning workflows on Databricks. Dive into data preparation, model development, deployment, and operations, guided by expert instructors. Learn essential skills for data exploration, model training, and deployment strategies tailored for Databricks. By course end, you'll have the knowledge and confidence to navigate the entire machine learning lifecycle on the Databricks platform, empowering you to build and deploy robust machine learning solutions efficiently.
Skills Gained
After consuming this content, you should be able to:
- Describe the comprehensive features of the Databricks Data Intelligence Platform tailored for machine learning, including data storage, governance, and exploratory data analysis techniques with Spark and integrated visualization tools.
- Explain fundamental machine learning concepts, MLflow components for model development, and hyperparameter tuning methods, while performing practical skills in utilizing MLflow for model tracking and tuning, and leveraging Databricks AutoML for rapid model experimentation.
- Master deployment strategies for batch, pipeline, and real-time scenarios, understanding their advantages and limitations, and demonstrating proficiency in performing batch, pipeline, and real-time inference using Databricks features like DLT and Model Serving.
- Develop expertise in modern machine learning operations encompassing DevOps, DataOps, and ModelOps principles, and architect machine learning operations solutions based on Databricks-recommended best practices. Perform an end-to-end implementation of a machine learning project using MLOps Stacks and other Databricks capabilities.
Prerequisites
At a minimum, you should be familiar with the following before attempting to take this content:
- Familiarity with Databricks workspace and notebooks
- Familiarity with Delta Lake and Lakehouse
- Intermediate level knowledge of Python
Schedule
5 options available
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May 27, 2025 - May 30, 2025 (4 days)
Virtual | 2:00 PM – 6:00 PM EDT Language English Select from 1 options below Virtual |2:00 PM – 6:00 PM EDT- Enroll
- Enroll Add to quote
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Jun 2, 2025 - Jun 3, 2025 (2 days)
Virtual | 9:00 AM – 5:00 PM CDT Language English Select from 1 options below Virtual |9:00 AM – 5:00 PM CDT- Enroll
- Enroll Add to quote
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Jun 23, 2025 - Jun 26, 2025 (4 days)
Virtual | 2:00 PM – 6:00 PM EDT Language English Select from 1 options below Virtual |2:00 PM – 6:00 PM EDT- Enroll
- Enroll Add to quote
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Jul 7, 2025 - Jul 8, 2025 (2 days)
Virtual | 9:00 AM – 5:00 PM CDT Language English Select from 1 options below Virtual |9:00 AM – 5:00 PM CDT- Enroll
- Enroll Add to quote
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Jul 21, 2025 - Jul 24, 2025 (4 days)
Virtual | 2:00 PM – 6:00 PM EDT Language English Select from 1 options below Virtual |2:00 PM – 6:00 PM EDT- Enroll
- Enroll Add to quote
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
The platform is very intuitive and easy to navigate. Great tool for learning
Class was very informative, although one lab didnt but will try again later
my experince was great from the day i regetered to the actuall day of the class.
Provided good amount of material and a great instructor to teach the material.
The class covered the concepts needed for the AWS Cloud Practitioner Certification.
