π Overview: This course explores how AI is used for creative tasks like image generation, music composition, content writing, and chatbot development. Students will learn to use advanced AI tools for creative projects and build their own AI-powered applications.
π Module 1: AI for Image & Video Generation
πΉ Introduction to Generative AI (GANs, Diffusion Models, and VAEs)
πΉ AI Art & Style Transfer
πΉ AI for Video Editing & Deepfakes
πΉ AI Tools for Image Generation (DALLΒ·E, Stable Diffusion, Midjourney)
πΉ Hands-on: Generate AI Art Using Stable Diffusion
π΅ Module 2: AI Music & Sound Design
πΉ AI in Music Composition (Transformers for Melody & Harmony)
πΉ AI-Powered Sound Effects & Audio Enhancement
πΉ Speech Synthesis & AI Voice Generation (Text-to-Speech)
πΉ Tools for AI-Generated Music (Google Magenta, AIVA, OpenAI Jukebox)
πΉ Hands-on: Compose AI-Generated Music with Magenta
βοΈ Module 3: AI in Writing & Content Creation
πΉ How AI Generates Text (LLMs & Transformers)
πΉ AI for Blog Writing, Scriptwriting, and Creative Stories
πΉ AI-Powered Copywriting & Marketing Content
πΉ Ethics of AI-Generated Content (Bias, Plagiarism, and Authenticity)
πΉ Hands-on: Create an AI-Powered Content Generator
π€ Module 4: Building AI-Powered Chatbots
πΉ Chatbot Development: Rule-Based vs. AI-Driven Chatbots
πΉ NLP for Chatbots (Intent Recognition, Named Entity Recognition)
πΉ Advanced Chatbots with LLMs (GPT, Bard, Claude)
πΉ Deploying AI Chatbots in Business & Customer Support
πΉ Hands-on: Build and Deploy an AI Chatbot Using GPT
π Final Project: AI-Generated Creativity Challenge
πΉ Choose a Creative AI Project (Image, Music, Content, or Chatbot)
πΉ Train and Fine-Tune Your AI Model
πΉ Deploy & Showcase Your AI-Created Work
Instructor
