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watsonx.ai: RAG and LangChain

In this course, you learn how watsonx.ai might help you to put AI to work in your business. You explore the foundation models supported in watsonx.ai and improve your prompt engineering skills. You...

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$950 USD
Duration 7 hours
Course Code W7L171G
Available Formats Classroom, Virtual

Overview

In this course, you learn how watsonx.ai might help you to put AI to work in your business. You explore the foundation models supported in watsonx.ai and improve your prompt engineering skills. You experiment with prompt tuning and seek to understand when to use it over prompt engineering. You explore the LangChain framework that helps you build AI applications based on foundation models. Lastly, you solve several use cases, such as RAG (Retrieval Augmented Generation) and summarization. The course has a large practical component with hands-on exercises on prompt engineering, prompt tuning, and the solving of several use cases with the tools and techniques described in this course.

Skills Gained

After completing this course, you should be able to: 

  • Differentiate between the various foundation models available in the Prompt Lab.
  • Demonstrate the benefits of prompt tuning over prompt engineering.
  • Describe the Retrieval Augmented Generation (RAG) architecture and use case.
  • Implement Jupyter Notebooks with Python code calling the Watson Machine Learning API to solve Generative AI problems,
  • Experiment with the LangChain framework.
  • Solve RAG, classification and text generation use cases.  

Who Can Benefit

This course is intended for Data Scientists, AI Specialists, watsonx Specialists, Solution Architects, or anyone interested in gaining basic knowledge of foundation models and generative AI with IBM watsonx.ai.

Prerequisites

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Course Details

Course Outline

  • Introduction
  • Foundation Models
  • Prompt Engineering versus Prompt Tuning
  • Retrieval Augmented Generation (RAG)
  • The LangChain Framework
  • Review and Evaluation
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Schedule

4 options available

  • Jun 13, 2025 - Jun 13, 2025 (1 day)
    Live Virtual | 9:00AM 5:00PM EDT
    Language English
    Select from 1 options below
    Live Virtual |9:00AM 5:00PM EDT
    Live Virtual | 9:00AM 5:00PM EDT
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  • Jul 21, 2025 - Jul 21, 2025 (1 day)
    Live Virtual | 9:30AM 5:30PM EDT
    Language English
    Select from 1 options below
    Live Virtual |9:30AM 5:30PM EDT
    Live Virtual | 9:30AM 5:30PM EDT
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  • Sep 22, 2025 - Sep 22, 2025 (1 day)
    Live Virtual | 9:30AM 5:30PM EDT
    Language English
    Select from 1 options below
    Live Virtual |9:30AM 5:30PM EDT
    Live Virtual | 9:30AM 5:30PM EDT
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  • Nov 17, 2025 - Nov 17, 2025 (1 day)
    Live Virtual | 9:30AM 5:30PM EST
    Language English
    Select from 1 options below
    Live Virtual |9:30AM 5:30PM EST
    Live Virtual | 9:30AM 5:30PM EST
    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.

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

Fantastic and great training. Tons of hands-on labs to really make you understand the material being thought.

Instructor was great, course was mostly very good except for too much focus on pricing

Courseware was effective but would like to have some PDF material on BPML and XPATH

Great class I learned a great deal from the material. There would seem to a large amount that I need to learn about.

Brandon was a great instructor. The virtual course materials and labs provided were very informative.