It was a great lecture! I had some basic knowledge of grammar and numpy, but it was very helpful to learn various methods that can be used in relation to deep learning. In particular, I think I was able to understand it more deeply by implementing Data Generation, Convolutional Layer, K-Nearest Neighbor, and K-means Clustering myself. I plan to take follow-up lectures. Thank you for the great lecture!