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Overview
Generative Adversarial Networks and Variational Autoencoders in Python, Theano, and Tensorflow What you'll learn: Learn the basic principles of generative models Build a variational autoencoder in Theano and Tensorflow Build a GAN (Generative Adversarial Network) in Theano and Tensorflow Understand important foundations for Open AI Chat GPT, GPT-4, DALL-E, Midjourney, and Stable Diffusion Ever wondered how AI technologies like Open AI DALL-E, Midjourney, and Stable Diffusion really work? In this course, you will learn the foundations of these groundbreaking applications....
Syllabus
- Introduction and Outline
- Generative Modeling Review
- Variational Autoencoders
- Generative Adversarial Networks (GANs)
- Theano and Tensorflow Basics Review
- Appendix / FAQ Intro
- Setting Up Your Environment (FAQ by Student Request)
- Extra Help With Python Coding for Beginners (FAQ by Student Request)
- Effective Learning Strategies for Machine Learning (FAQ by Student Request)
- Appendix / FAQ Finale
Instructor
Lazy Programmer Team
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