Generative Modeling With Vaes And Gans

Generating Synthetic Data with GenAI tools and Python: Techniques, Model Selection, and Real-World Applications

Generating Synthetic Data with GenAI tools and Python: Techniques, Model Selection, and Real-World Applications

Generative modeling is one of the hottest topics in AI. It's now possible to teach a machine to excel at human endeavors such as painting, writing, and composing music. With this practical book, machine learning engineers and data scientists will discover how to re-create some of the most impressive examples of generative deep learning models such as variational autoencoders (VAEs), generative adversarial networks (GANs), Transformers, normalizing flows, energy based models, and diffusion models.

Financial Modeling with Generative AI for Finance Professionals & Accountants

Machine Learning, Natural Language Processing, Computer Vision, Adversarial Learning, Neural Networks, NLP