Deep Learning and Generative Artificial Intelligence Course – Udemy, Oct 2024

Course Description:

The Deep Learning and Generative Artificial Intelligence Course is a complete initiation to deep learning and generative AI. The book is for beginners and experienced developers aiming to improve their AI and machine learning knowledge. It walks you through a wide spectrum of topics, from the fundamentals of artificial neural networks to more advanced techniques like transformer models and generative adversarial networks (GANs).

The participants will know how to build and train convolutional neural networks (CNNs) for image classification and object detection, how to employ long short-term memory (LSTM) networks for time series data prediction, how to develop transformer-like models such as GPT for natural language processing (NLP) problems.

In addition, the course covers creating and training GANs for realistic synthetic data, as well as constructing and utilizing VAEs for creating and compressing data. Students will also explore using style transfer and stable diffusion to creatively do874to and alter images.

Table of Contents

Get More Information