Generative Ai

What is Gen-Ai?

Generative AI or generative artificial intelligence is a cutting-edge subset of artificial intelligence that creates new content like text, images, music, audio, and videos by learning from vast datasets. It's rooted in supervised learning, which trains AI to predict outcomes based on input data. Tools such as ChatGPT are powered by Large Language Models exemplify generative AI, predicting text sequences to assist with writing and information gathering. This transformative tech has grown from the trend of building larger AI models that learn from an ever-increasing amount of data.

What can it do?

Course Syllabus

Learning Objective

Upon completing this course, participants will gain insights into:

1. The fundamentals and limitations of generative AI
2. Practical applications of generative AI in various domains
3. Identifying and correcting misconceptions about generative AI
4. Strategies for effectively integrating generative AI into your activities or business

Week 1: Introduction to LLM’s

Objective: Understand the basics of Large Language Models (LLMs)

Topics:

1. Overview of LLM’s
2. Reinforcement Learning From Human Feedback
3. Reinforcement Learning from AI Feedback (RLAIF)
4. Future of LLMs & LLM Security

Week 2: Gen Ai

Objective: Explore the application of Generative AI in software development.

Topics:

1. Introduction to Gen Ai
2. Gen Ai in Software Applications
3. Lifecycle of Gen Ai
4. Prompt Engineering for Developers
5. Data Analysis with ChatGpt

Week 3: Application Development with GenAI

Objective: Understand the basics of Large Language Models (LLMs)

Topics:

1. Pair programming with Chat Gpt
2. Introduction to chatgpt api
3. Account Setup and obtaining the api key
4. Building your first app

Week 4: Gen AI for Work

Objective: Discover how Generative AI can be leveraged in the workplace

Topics:

1. Chatting with your data
2. How are companies looking to use this technology
3. Responsible AI and Why is it needed
4. Principles of Responsible AI