When does class start/end?
Class hours may vary, please reach out to contact@ascendientlearning.com if you have any questions.
Oracle Cloud Infrastructure Data Science Professional: Hands-on Workshop
The Oracle Cloud Infrastructure (OCI) Data Science Professional course is designed to equip Data Scientists, Machine Learning/AI Engineers with the skills and knowledge to effectively utilize OCI's...
Read More
$3,100USD
Duration
3 days
Course Code
OCI-DS
Available Formats
Classroom
Overview
Course Description
The Oracle Cloud Infrastructure (OCI) Data Science Professional course is designed to equip Data Scientists, Machine Learning/AI Engineers with the skills and knowledge to effectively utilize OCI's comprehensive suite of data science tools. Spanning the entire machine learning lifecycle, from establishing a data science workspace to deploying and overseeing machine learning models in real-world environments, this course enables participants to harness OCI's robust capabilities. They will learn to construct, train, and deploy machine learning models, apply MLOps best practices, and integrate other OCI services to optimize their data science workflows.
Skills Gained
After completing this course, you should be able to:
- Determine the appropriate OCI services to implement Machine Learning solutions for business use cases.
- Configure and manage OCI Data Science workspaces and projects.
- Utilize Accelerated Data Science (ADS) SDK for streamlined data science processes.
- Implement end-to-end machine learning lifecycle, including data preparation, model training, evaluation, and deployment.
- Apply MLOps practices to automate and monitor machine learning workflows.
Prerequisites
Benefits to you
You will learn and be ready to apply the following skills,
- OCI Data Science Environments: Configuration and management of workspaces and projects, ADS SDK utilization for streamlined processes.
- Machine Learning Lifecycle: Data preparation, model training, evaluation, and deployment.
- MLOps Practices: Automation and monitoring of machine learning workflows.
- OCI Service Integration: Integration with Vault, Object Storage, Generative AI, Data Flow, and Data Labeling.
- ML and Cloud Best Practices: Identification and application of best practices for robust, scalable solutions.
- ML Solutions for Business: Identification and use of OCI services for business-specific machine learning solutions.
Course Details
Course Details
Outline
- Welcome to Data Science
- Introduction and Configuration
- Workspace Design and Setup
- Machine Learning Lifecycle
- MLOps Practices
- Related OCI Services
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
The labs and course material gave me valuable insights into cloud security architecture
The training was good but needed the basic skills of maximo before getting deep in the configuration of it.
As long as you keep Holly as an instructor, I will always come back to learn.
It was very informative and covered all the required materials along with handson labs for practice.
it was good and very informative. Instructure covered everything in detail.
