Begin with a solid understanding of basic AI concepts and Machine Learning Course principles. Online courses such as those offered by Coursera or edX can be beneficial. Study deep learning techniques, focusing on neural networks, CNNs (Convolutional Neural Networks), and Generative AI Learning Path RNNs (Recurrent Neural Networks). These are foundational for understanding generative models. Delve into specific generative AI techniques like Generative Adversarial Networks (GANs) and Variational Autoencoders (VAEs). Implement projects to reinforce your learning.