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What is Generative AI

Syllabus

Familiarize yourself with the Udemy User Interface

AI Definitions and Acronyms

Why learn Generative AI

Image Generation with ChatGPT 4o

Generating Images with Midjourney

Generating Audio and Video with Google Vertex AI Studio

Auto Regressive Image Generation Models

Editing photos using Generative AI with Photoshop Beta

Under the hood How GANs power Generative Images

Generating Images with Adobe Firefly

Generate Text Effects with Adobe Firefly

Generative Fill with Adobe Firefly

Recolor Logos and Artwork with Adobe Firefly

Experimenting with Prompts using Playground AI

Generalizing your AI Image Generation Knowledge

Case study Coca Cola

Demystifying LLMs

Under the Hood How Transformers power Generative AI

Zero Shot and Few Shot Prompting

Basics of Prompt Engineering

How to Evaluate Prompts and Models

A Framework to Writing Powerful Prompts

Priming Providing Context to get a more Specialized Answer

Chain of Thought Prompting

(Optional) Grounding LLMs for increased accuracy

Under the Hood What makes a model Multimodal

What is RAG (Retrieval Augmented Generation)

(Optional) Under the Hood How Encoders allow LLMs to Process Prompts

ChatGPT and Beyond Generalizing your LLM Knowledge

Case Study Lawyer Fined for ChatGPT Hallucinations

What is MCP (Model Context Protocol)

Generating Text Content with ChatGPT

Articles and Blogs

Generating Code with ChatGPT

Update, Revise, and Proofread Blogs and Emails

Summarizing Contracts, Documents, and Reports

(Optional) Data Analysis with ChatGPT Code Interpretter

Choosing the Best LLM for each use case

Creating an AI Application using OpenAI API

What is an AI Agent

Case Study Buzzfeed

(Optional) Fine-tune and build your own GPT with GPT Builder

Gemini Update Demonstration

Hands on Google NotebookLM

Example Planning an Italy Trip using Bard

Example Chatting with a PDF using Claude

Use ChatGPT to write emails for sales

Use ChatGPT to write website copy

Example Prompting with Images with Bard

Use ChatGPT to code a website

Example Pair Programming with ChatGPT

Dos and Dont's of using Generative AI

What is Fine Tuning and When to Use It

Creating an OpenAI API Account

Setting up your Environment

Update on the Completions API

Pricing and Usage Limits

OpenAI API Overview

How to use the Completions API for Translation

How to use the Completions API for Summarization

Upgrading the OpenAI API Library

How to use the Chat Completion API to create a Chatbot

How to use the Image Generation API to Generate Midjourney like Images

Demo Using the Image Generation API to Generate Phone Wallpapers

How to use the Text to Speech API to Generate Podcasts from Blog Posts

Demo Using the Text to Speech API to Generate Podcasts from Blog Posts

Demo Using the Chat Completion API

Getting started with Gemini API in Google AI Studio

Self Hosted Open Source Models vs Closed Source Models