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IBM watsonx.ai: Preparing Data for Prompt Tuning with IBM Data Refinery

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...

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$495 USD
Duration 7 hours
Course Code W7S173G-SPVC
Available Formats Self Paced

Overview

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

In this course, you will learn how watsonx.ai can help you put AI to work in your business. You begin by generating synthetic data which mimics enterprise data, then use the data refinery to quickly transform that raw data into consumable, high-quality information that- s ready for analytics through data preparation methods such as data cleansing and data shaping. Finally, you use that transformed data to tune a foundation model for a classification use case. The course has a large practical component with hands-on exercises on generating data, cleansing and shaping data, and prompt tuning, in order to solve several use cases.

Skills Gained

After completing this course, you should be able to: 

- Differentiate between data cleansing and data shaping

- Identify use cases where synthetic data may be used to augment or replace real data

- Compare the differences between data profiling and data visualization

- Understand the categories of operations and functions based on data needs

- Administer Data Refinery flow tasks and jobs

- Examine the differences between prompt tuning and prompt engineering and experiment with foundation models in watsonx.ai

Who Can Benefit

IBM watsonx.ai: Preparing Data for Prompt Tuning with IBM Data Refinery is a course in the learning path for professional data scientists that are working with IBM watsonx.ai.

Prerequisites

None

Course Details

Course Outline

  • Introduction
  • Generate synthetic data
  • Profile and visualize data
  • Prepare, analyze, and transform data
  • Manage Data Refinery flows
  • Prompt Tuning

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.

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

Although there seemed to be too many links for the course, everything worked smoothly.

I was very satisfied about how the course was organized. Sean Did a very good work

Easy to use and exactly what I was looking for. Value for money was exceptional.

The format of the class was concise. I learned new skills to use at my workplace.

The instructor was thorough and they also provided hands-on demonstrations with labs.