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Introduction to Generative AI Concepts

Boost your team’s speed, accuracy, and analytic insights by equipping them with essential Generative AI (GenAI) skills. This Generative AI course provides a practical introduction to GenAI,...

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$825 USD
Duration 1 day
Course Code GAI-1001
Available Formats Classroom

Overview

Boost your team’s speed, accuracy, and analytic insights by equipping them with essential Generative AI (GenAI) skills. This Generative AI course provides a practical introduction to GenAI, covering key concepts and prompt engineering techniques to automate tasks, improve content creation, and analyze data more effectively. Participants learn how to leverage GenAI for various use cases, from generating marketing copy to summarizing complex documents. This course also includes AI ethics and risk management. Hands-on labs simulate real-world scenarios, giving participants the confidence to immediately apply their new GenAI skills to their daily work. No coding experience is required!

Skills Gained

By the end of this course, participants will be able to:

  • Enhance productivity and innovation with key GenAI concepts
  • Ensure responsible use by understanding ethical implications
  • Automate and optimize processes with prompt engineering
  • Make informed decisions by analyzing GenAI benefits and challenges
  • Improve content creation and data analysis with effective prompts

Who Can Benefit

  • Anyone interested in learning basic GenAI principles

Prerequisites

  • Familiarity using Generative AI

Course Details

Software Requirements

All attendees must have a modern web browser and an Internet connection.

Understanding Generative AI

  • What is Intelligence?
  • Mechanisms of Intelligence
  • What is Artificial Intelligence?
  • How does AI work?
  • What is Generative AI?
  • How does an Large Language Model work?
  • Tokenization and Example Tokenization: GPT-4o
  • Embeddings: Definition, Function, and Importance
  • Predicting the Next Token
  • LLM Settings: Temperature, Top-P, and Top-K
  • How are LLMs trained?
  • How do multi-modal models work?
  • Full Generative AI architecture
  • Benefits and Challenges of Generative AI
  • Common Frameworks and Models
  • Common Terms in Generative AI

Basics of Prompt Engineering

  • Basics of Prompting and Prompt Engineering
  • The Art and Science of Communicating with LLMs
  • Addressing Limitations of LLMs through Prompt Engineering
  • Effective Prompt Design
  • Principles of Developing Using Instructions, Questions, and Personas
  • Layering Prompts and Audience Adaptation
  • Concepts of Summarization, Classification, and Named Entity Recognition
  • Case Study: Customer Support Chatbot
  • Effective Prompting Strategies and Key Takeaways
  • Resources for Mastering Prompt Engineering

Generative AI Use Cases and Ethics

  • Applications in Various Sectors: Personalized Learning, Fraud Detection, Medical Diagnosis, and more
  • AI in Government Administration, Energy Management, and Human Resources
  • Understanding AI Ethics and Ethical Progression
  • NIST AI Risk Management Framework and Characteristics of Trust
  • NIST and EU AI Risk Categories and Examples

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

Exit certified was great as it is very in depth and hands on learning which made it very easy to learn this type of work.

Both course material and instructor demonstrated a sound foundation on Maximo material

Course was thorough and gave a very solid grounding in the tools advertised.

The tool provided to practice the course teachings is very functional and easy to use.

Topics, material and specially instructor (Graham Godfrey) was beyond my expectations.