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AI Integration Foundations

This AI Integration Foundations course establishes a practical, grounded understanding of how to integrate AI technologies into the modern enterprise. This cross-disciplinary training teaches...

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Duration 2 days
Course Code MLSFT-AI-INTGR
Available Formats Classroom

Overview

This AI Integration Foundations course establishes a practical, grounded understanding of how to integrate AI technologies into the modern enterprise. This cross-disciplinary training teaches learners where AI fits within existing API-led and event-driven architectures.
Learners will explore core AI concepts such as Large Language Models (LLMs) and embeddings, while addressing the critical tradeoffs of cost, latency, and accuracy. This course provides the framework for connecting AI to existing data sources in a controlled, responsible, and professional manner.

Skills Gained

Participants gain a grounded understanding of when and how to use AI capabilities within integration programs, and how AI fits into existing API and event architectures.

Who Can Benefit

  • Architects evaluating AI adoption
  • Integration developers and engineers
  • Platform administrators and operations teams
  • Technical leaders responsible for AI initiatives

Prerequisites

General familiarity with APIs or integration concepts.

Course Details

Outline

  • Core AI concepts relevant to integration (LLMs, embeddings, agents)
  • AI integration patterns in API-led and event-driven architectures
  • Latency, cost, reliability, and accuracy tradeoffs
  • Human-in-the-loop and exception-handling patterns
  • High-level overview of RAG (retrieval-augmented generation)
  • Responsible AI usage in enterprise settings

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.

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

Very good couse and again we would like to see more videos on removing FRUs

Great company -- easy to sign up and very organized. Loved my teacher and class overall.

I think the platform is very good and look forward to taking my next course in early October.

This is my second course with ExitCertified. This course exceeded my expectations. The teacher was great and the class was fun.

very good and spcecific course and above all a very good instructor. In few days I have learned a lot.