In this comprehensive guide, we will delve into the exciting world of video generation using artificial intelligence. With the rise of deep learning and neural networks, creating videos has become more accessible than ever before. In this book, we will explore the foundations of video generation AI, popular models and techniques used in the industry, and the various applications of this technology.

We will start by discussing the basics of video generation, including the different types of videos and the importance of video content in today's world. We will then dive into the Foundations section, where we will cover the fundamental concepts of machine learning and deep learning, as well as the most popular models used in video generation.

The Popular Models section will provide an in-depth look at some of the most widely used models for video generation, including OpenAI's Sora model. We will also explore the top tech companies in the field of video generation AI and their contributions to the industry.

In the Steps to Create a Video Generation Model from Scratch section, we will guide readers through the process of creating their own video generation model from scratch. This section will cover the various techniques and tools used in the development of video generation models.

The Steps to Fine-Tune an Existing Video Generation Model section will provide tips on how to fine-tune an existing video generation model to improve its performance. This section will also cover the importance of regular updates and maintenance to ensure that the model stays relevant and effective.