PinnedI’m moving all my Medium content to Substack in the next week!Hey everyone!Oct 2, 2024Oct 2, 2024
PinnedHow I Transitioned from Civil Engineering to Data ScienceI’m sharing my journey of transitioning into data science within the pharmaceutical industry from a non-tech background in civil and…Sep 3, 2024Sep 3, 2024
PinnedUse Case of Causal Inference for Price Elasticity in Automobile InsuranceAlert: Here you can see a code demo with the publicly available calls data for exploring the causal effect of retention calls on customer…Feb 19, 2023A response icon2Feb 19, 2023A response icon2
PinnedGraph Neural Networks (GNNs): Layers of Graph Convolutional Networks (GCNs), GraphSAGE, and Graph…Today, I will introduce how each layer of three classical Graph Neural Networks (GNNs) architectures works, such as Graph Convolutional…Jun 10, 2023Jun 10, 2023
PinnedGraph Neural Networks (GNNs): Comparison between CNNs and GNNsBased on my previous story on message passing framework for node classifications, I am going to introduce the graph neural networks (GNN)…May 29, 2023A response icon1May 29, 2023A response icon1
Graph Neural Networks (GNNs): When Will GCNs and GraphSAGE Fail?In my previous stories, I have talked about how graph convolutional networks (GCNs) was inspired by CNNs, and what are the layer components…Jul 4, 2023Jul 4, 2023
Graph Learning: Message Passing for Node ClassificationsIntroductionApr 9, 2023A response icon1Apr 9, 2023A response icon1
Graph analytics: PageRank for product recommendationAssuming we have a bipartite graph for a user-product shopping website as shown in Figure 1, we know the user i interacts with product 6…Mar 18, 2023Mar 18, 2023
A guide to assign aggregated demographic information with a specific addressEquity relevant issues such as access equity to critical infrastructures, facilities, groceries and medical centers, etc., are receiving…Jan 7, 2023A response icon1Jan 7, 2023A response icon1
