Hands-On Meta Learning with Python

Meta learning

Meta learning is an exhilarating research domain in the field of AI right now. With plenty of research papers and advancements, meta learning is clearly making a major breakthrough in AI. Before getting into meta learning, let's see how our current AI model works.

Deep learning has progressed rapidly in recent years with great algorithms such as generative adversarial networks and capsule networks. But the problem with deep neural networks is that we need to have a large training set to train our model and it will fail abruptly when we have very few data points. Let's say we trained a deep learning model to perform task A. Now, when we have a new task, B, that is closely related to A, we can't use the same model. We need to ...