Learning Neural Network
Neural networks are the “beating heart” of modern LLM-based AI systems, driving everything from image recognition to natural language processing. In this 2-hour lecture, we’ll explore the foundational concepts of…
deep learning
Learning Generative Adversarial Networks
This workshop will introduce participants to Generative Adversarial Networks (GANs). We will demonstrate the core techniques of GANs, including how to use Deep Convolutional GANs (DCGANs) to generate images using…
Learning Convolutional Neural Networks (2)
This workshop will be the second lecture in our introduction to convolutional neural networks (CNNs). We will continue our learning by applying data augmentation and transfer learning techniques to improve…
Learning Convolutional Neural Networks (1)
This workshop will provide an introduction to convolutional neural networks (CNNs). We will begin by using PyTorch to perform image processing on the classic Dogs-vs-Cats problem. Basic knowledge of the…
Deep Learning, the Good, the Bad and the Ugly
In this workshop, we will talk about deep learning and neural network from a different perspective. After a very brief introduction to what machine learning and deep learning are, our…
Learning PyTorch
We will give a general introduction to PyTorch, a popular deep learning framework, with practical illustrations on the primary usage of tensors and automatic differentiation, and on solving a simple…
Introduction to Neural Networks
This workshop is a descriptive “no-math” and “no-python” introduction to what deep learning is and how to train a deep neural network. Our discussion will be arranged along with a…
Learning Convolutional Neural Networks (2)
Workshop will be conducted in Zoom in PST time. Please Register here in advance for this lecture. This workshope will be the second lecture on the introduction to convolutional neural…
Deep Learning in Medicine
Recent years have witnessed a dramatic resurgence of interest in applying deep learning in various research and application areas. In this 2 hour session, we will present a broad and…
Learning Deep Learning with PyTorch (6) Recurrent Neural Networks and LSTM
This workshop series is to present overviews to the exciting deep learning techniques and to provide a practical guide for general audience to step into the field. It will be…