When does class start/end?
Class hours may vary, please reach out to contact@ascendientlearning.com if you have any questions.
Creating, Testing, and Deploying Machine Learning Models with IBM Cloud Pak for Data V4.8
This IBM Self-Paced Virtual Class (SPVC) includes: - PDF course guide available to attendee during and after course - Lab environment where students can work through demonstrations and exercises at...
Read MoreOverview
This IBM Self-Paced Virtual Class (SPVC) includes:
- PDF course guide available to attendee during and after course
- Lab environment where students can work through demonstrations and exercises at their own pace
The focus of this course is on the tools and services available in IBM Cloud Pak for Data that can be used to build, test, and deploy machine learning models. It takes the Data Scientist or Business Analyst on a journey from the creation of several machine learning models to its deployment and testing. Various tools and services, as well as programming and graphical user interfaces, are used in the process. The course ends with the sharing of assets on GitHub, and a brief discussion on governance and stewardship.
Skills Gained
- Define a solution to a business problem using tools and frameworks from IBM Cloud Pak for Data
- Demonstrate how the AI lifecycle can be automated by building a rapid prototype using AutoAI
- Build, train, and deploy a machine learning model with the tools and services available in Cloud Pak for Data
- Implement GitHub Integration and team collaboration in Cloud Pak for Data
Who Can Benefit
The course is designed for Data Scientists and Business Analysts. It caters to aspiring or practicing Data Scientists, and Business Analysts with prior knowledge of Data Science and Machine Learning, but lacking familiarity with IBM tools and IBM Cloud Pak for Data. Rather than teaching data science and machine learning, the course focuses on demonstrating how IBM tools and services can address significant business challenges, targeting professionals at the associate level and beyond.
Prerequisites
Before taking this course, you should have:
- Knowledge of Data Science
- Knowledge of Machine Learning
- Experience with the Python programming language
Course Details
Introduction
- Discuss the four steps that make up the AI Ladder
- Explain the AI Lifecycle and the different personas that are involved in an AI project
- Explain the components that comprise a project
Rapid prototyping with AutoAI
- Describe the benefits of AutoAI for rapid prototyping
- Discuss the steps needed to run a successful AutoAI experiment
- Interpret and discuss the results from an AutoAI experiment
Creating, testing, and deploying machine learning models
- Discuss various ways of building a machine learning model in Watson Studio by using programming and visual interfaces
- Discuss the contents of the model repository
- Describe the various deployment methods for AI models
Governance, integration, and collaboration
- Describe the capabilities and features to support governance of your data
- Describe the team collaboration features
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
Good course. I appreciate the time the instructor put into teaching this class.
You get detailed labs to guide you through the technical material giving you a hands on method of learning otherwise difficult material.
Provided good amount of material and a great instructor to teach the material.
Great class I learned a great deal from the material. There would seem to a large amount that I need to learn about.
I like their training. A lot of material covered. The labs are very good. l learned a lot.
