Udemy - Introduction to Generative AI and LLMs

Udemy - Introduction to Generative AI and LLMs

Language: English (US)

Jumpstart your Generative AI career by learning about LLMs, ChatGPT, Prompts, Fine Tuning, RAG, RLHF, Certs and more

https://www.udemy.com/course/introduction-to-generative-ai-and-llms/

Generative AI is a breakthrough technology that has fundamentally changed the way we interact with computers. Both businesses and consumers stand to gain enormously from this technology.

As students, you will gain immensely by getting your feet wet with this technology. It will open up new opportunities in your existing jobs as well as prepare you for new careers.

This course provides a gentle introduction to Generative AI. It is not a coding course.

It will benefit:

* Managers who would like to introduce Generative AI in their organizations.

* Non technical users who want to learn about this topic and curious about how it works.

* Technical users who are looking for an entry level course to jumpstart their career in Generative AI.

Taught by an ex AWS solution architect, AI / ML specialist and Generative AI champion, with many years experience in SAAS, Cloud and IT Consulting.

The course is organized as follows:

Module 1: What is Generative AI?
Module 2: Business use cases
Module 3: Concepts, terminologies and how LLMs work
Module 4: Customizing LLMs
Module 5: Limitations of LLMs and workarounds
Module 6: The future, jobs and certifications
Module 7: Building safeguards

Benefits of this course:

Students will get a quick introduction to the basics of Generative AI, understand concepts and learn how LLMs work. They will be able to try out examples using ChatGPT, Stable Diffusion and other popular LLMs for their use cases. They will learn how to customize LLMs for their specific use cases using RAG, Fine Tuning and Prompt Engineering. They will learn when LLMs and Generative AI can go wrong and how to build safeguards around them.

While this course does not prepare you for any particular certification, the concepts you will learn in this course will be useful if you intend to pursue a certification at a later time.

The course does not have any exams or quizzes.

It does not have any code examples. No knowledge of coding is required or assumed.

Upon completion of this course, the student will