Generative Ai Fundamentals

What you'll learn
Understand the building blocks of Generative AI
Business impact of GenAI such as value chain, business models and use cases
Evolution of Large Language Models
Different types of architectures: probabilistic, neural network based and transformer based
How GPT was trained by OpenAI
Requirements
No programming experience needed
Basic understanding of business and management
Technical background is preferred but not required
Basic mathematics, statistics, probabilities, linear regression, coordinate geometry, functions and calculus-derivatives
Description
This course covers the fundamental technical and business concepts of Generative AI, or simply GenAI. It is the most hyped-up technology existing in the market today. Gartner has listed it on the top of its two hype curves for 2023: AI technologies hype curve and Emerging Technologies hype curve. This technology became popular since the launch of ChatGPT, a GenAI-powered chatbot, released by OpenAI, on 30th Nov 2022. ChatGPT has 100 million+ users and its website sees nearly 1.5 billion monthly visits. GenAI has a massive impact on individuals and businesses around the globe. It is a digital transformation technology, that has the potential to change the ways of doing business. Businesses around the globe are exploring how to best exploit its potential to add value to their customers. It is important that individuals have the fundamental knowledge of this technology, which will play a significant role in shaping their lives in the coming years- so that they can be more ethically aware and socially responsible while using GenAI. Businesses too must cultivate this knowledge to understand their customer needs better and offer the best GenAI solutions for them. However, most of the content available today is either too high-level or too complex with lots of technical diagrams and jargon. This has inspired me to develop this course with substantial content in a simplified and easy-to-understand language for people with both technical and non-technical backgrounds. This course currently contains two sections:1. Overview2. Business ImpactMore sections such as Architecture, Training, and Prompt Engineering, will be added soon. The lecture videos contain a simplified explanation of the technical and business concepts for people with both technical and non-technical backgrounds. For the audience interested in exploring the technicalities further, kindly refer to the additional content attached to some of the lectures. If you have any questions or doubts, kindly email me through the Udemy platform. You can also connect with me through LinkedIn.Note that I am launching my first business book on Digital Strategy Framework in Feb 2024. It is currently available on Amazon for preorder.I would like to offer a special 20% discount promo code to the first 25 early-bird students enrolled in this course. Additionally, the first 10 early-bird ones will receive a free chapter on Digital Transformation from my book. Happy Learning!
Overview
Section 1: Overview
Lecture 1 Definition
Lecture 2 Content Classification
Lecture 3 Traditional v Gen AI
Lecture 4 Building blocks
Lecture 5 Evolution of LLM
Lecture 6 How GPT was trained
Section 2: Business Impact
Lecture 7 Value Chain
Lecture 8 Business models
Lecture 9 Use cases
Lecture 10 HELM
Business professionals such as executives, managers, leaders, strategists, transformation drivers, change agents,Technical professionals such as developers, testers, solution architects, project leads,MBA students,Engineering students

Homepage

https://www.udemy.com/course/generative-ai-fundamentals/