Introduction to Generative AI and LLMs
What you'll learn
- Understand what is Generative AI
- Learn about the use cases for Generative AI
- Learn the concepts and terminologies of Generative AI
- Understand the limitations of LLMs and how to work around them
- Prepare for the future with Generative AI
- Learn about ethics and responsible AI
Requirements
- There are no requirements or pre requisites.
- There are no coding exercises. No coding background is required.
- This is an introductory course for beginners interested in learning about Generative AI.
Description
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.
PLEASE NOTE THIS IS NOT A PROGRAMMING COURSE.
IF YOU ARE INTERESTED IN LEARNING TO PROGRAM IN GENERATIVE AI, CHATGPT OR LLMs, PLEASE LOOK AT OTHER COURSES ON THIS TOPIC
This course 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.
It is taught by Chief Architect / CTO who is an AI / ML specialist and Generative AI enthusiast, 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
Module 8: Generative AI Apps, Platforms and Use Cases
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. And last but not the least, they will get a sneak preview of Agentic AI.
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 has a few simple quizzes to test your understanding of the material.
It does not have any code examples. No knowledge of coding is required or assumed.
Upon completion of this course, the student will
Gain an understanding of Generative AI
Know where it can be used
Understand how LLMs work
Learn how to use ChatGPT and other LLMs
Explore jobs and certifications
Learn about building safeguards and following best practices
Learn about Generative AI apps, platforms and use cases, including Agentic AI.
Join the Generative AI revolution. Don't wait. Enroll now!
Who this course is for:
- Managers interested in learning about how Generative AI can be used in their business
- Non technical users who would like to learn about Generative AI
- Technical users who are looking for an introductory course to jumpstart their career in Generative AI
Instructor
As the Founder and CEO of ConnectedWorld Technology Solutions, I leverage my extensive experience and expertise in AI and Machine Learning, IT and business consulting to deliver cutting-edge solutions with a focus on AWS. My mission is to help clients harness the power of AI/ML to create value, optimize performance, and drive innovation in their businesses.
Before launching ConnectedWorld, I spent over three decades in Technology Management and Consulting. More recently, I was a strategic advisor to CXOs at Amazon Web Services and Salesforce in the USA, where I led multi-million dollar projects, managed end-to-end product releases, and designed and implemented cloud-native and hybrid cloud solutions for global clients.
I am passionate about sharing my knowledge and insights through blogging, self-publishing, and speaking at industry events. I'm an active blogger on AWS, Salesforce and medium and have written two books under the pen name Jee Va, that are available from Amazon.
I have numerous certifications in AI/ML, AWS, Salesforce and other leading platforms.
I hold advanced degrees in engineering (IIT Madras), computer science (GWU), and business administration (NYU, MIT) in the USA.