Generative AI Fundamentals

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Amit Prabhu

1:23:48

7 View

1 - Overview

1 - Definition.mp4

04:44

2 - Content Classification.mp4

10:09

3 - Traditional v Gen AI.mp4

10:26

4 - Building blocks.mp4

08:37

5 - Evolution of LLM.mp4

16:55

6 - How GPT was trained.mp4

07:57

2 - Business Impact

7 - Value Chain.mp4

04:49

8 - Business models.mp4

09:29

9 - Use cases.mp4

08:58

10 - HELM.mp4

01:44

Description

Overview, Evolution and Business Impact

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

Who is this for?

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

What You Need to Know?

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

More details

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 four sections:
1. Overview
2. Business Impact
3. Architecture
4. Training
More sections such as Prompt Engineering, Inference, will be added soon.Â Â
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!

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Who this course is for:
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

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Artificial Intelligence

Amit Prabhu

Instructor's Courses

Amit Prabhu has over a decade of experience in global business management, strategy, and consulting. He holds a master’s degree in telecommunications and networking from the University of Pennsylvania. He is an author of business non-fiction: Digital Strategy Framework. He is also a business trainer, speaker, faculty, entrepreneur, and a swimming coach. Explorer and Teacher are the two words that describe him vividly. He lives in Stockholm, Sweden, with his wife and a son.

Udemy

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