Lecture Videos

This video introduces gradient and optimization based visualization. Watch on:FAU TVFAU TV (no memes)YouTube Read the Transcript (Summer 2020) at:LMETowards Data Science  Continue

This video shows simple visualization techniques based on lesion studies and investigating activations. Watch on:FAU TVFAU TV (no memes)YouTube Read the Transcript (Summer 2020) at:LMETowards Data Science  Continue

This video motivates why we need visualization techniques. Watch on:FAU TVFAU TV (no memes)YouTube Read the Transcript (Summer 2020) at:LMETowards Data Science  Continue

This video introduces visualization for architectures and monitoring training. Watch on:FAU TVFAU TV (no memes)YouTube Read the Transcript (Summer 2020) at:LMETowards Data Science  Continue

This video explains sequence generation using RNNs. Watch on:FAU TVFAU TV (no memes)YouTube Read the Transcript (Summer 2020) at:LMETowards Data Science  Continue

In this video, we introduce the Laplacian SVM. Watch on:FAU TVYouTube  Continue

This video discusses Gated Recurrent Units and compares them to Elman and LSTM Cells. Watch on:FAU TVFAU TV (no memes)YouTube Read the Transcript (Summer 2020) at:LMETowards Data Science  Continue

In this video, we look at the Kernel PCA and advanced kernels such as sequence kernels. Watch on:FAU TVYouTube  Continue

This video discusses Long-Short-Term Memory Units. Watch on:FAU TVFAU TV (no memes)YouTube Read the Transcript (Summer 2020) at:LMETowards Data Science  Continue

In this video, we look at kernels for Support Vector Machines and the Perceptron and learn about Mercer's Theorem. Watch on:FAU TVYouTube  Continue