AI Video Creation with Runway ML: A Generative AI Course

Overview

Do you want to create videos in minutes using the power of AI? Runway ML is your answer.

Syllabus

• Introduction to AI Video Creation
Overview of AI-generated videos
Benefits and applications of AI video creation
• Getting Started with Runway ML
Installation and setup
Explore the Runway ML interface
Key features of Runway ML for video creation
• Understanding Generative AI
Basics of generative adversarial networks (GANs)
Overview of machine learning models used in video generation
• Using Pre-trained Models in Runway ML
Introduction to Runway ML's pre-trained models
Selecting the right model for video projects
Applying models to create basic videos
• Creating Custom AI Models
Introduction to model training in Runway ML
Preparing datasets for training
Training custom models for video generation
• Editing and Refining AI-Generated Videos
Tools for editing within Runway ML
Techniques for refining video output
Incorporating feedback for improved results
• Integrating AI-generated Videos into Projects
Exporting videos from Runway ML
Best practices for video post-production
Use cases and examples of AI-generated video projects
• Ethical Considerations and Future of AI in Video Creation
Discuss ethical implications of AI in media
Explore future trends in AI and video content creation
• Capstone Project
Develop a short AI-generated video
Present video creation process and final output
• Resources and Further Learning
Recommended readings and tutorials
Online communities and forums for support

Taught by

Video School, Phil Ebiner and Dan Britain

Subjects

Computer Science