The workshop aimed to help participants understand the core principles of deep learning and its role in artificial intelligence, explore key algorithms and optimization methods, develop practical skills through hands-on exercises and demonstrations using frameworks such as TensorFlow and PyTorch, and gain familiarity with feedforward, convolutional, and recurrent neural network architectures. The event featured Mrs. N. Saranya, Assistant Professor (Selection Grade) and NVIDIA Ambassador from Sri Ramakrishna Engineering College, Coimbatore, as the guest/resource person. The document also identifies her as an NVIDIA DLI certified instructor. The reported outcomes included understanding how deep learning differs from traditional machine learning, building and training basic neural networks using TensorFlow or PyTorch, applying deep-learning techniques to areas such as computer vision, natural language processing, and predictive analytics, and considering the strengths, limitations, and ethical aspects of deep learning in real-world scenarios. The report indicates positive feedback concerning the balance between theory and hands-on practice and the engaging delivery style. The feedback section records 43 responses.