This paper details a structured program for learning deep learning, covering key topics such as TensorFlow, Keras, Convolutional Neural Networks (CNNs), Recurrent Neural Networks (RNNs), and Generative Adversarial Networks (GANs). It emphasizes practical application with the NVIDIA DGX Station A100 and aims to provide comprehensive training in modern deep learning techniques.