William ScottWhat did Jesus' Parable of Great Banquet mean?‘I tell you, not one of those who were invited will get a taste of my banquet.’4 min read·Nov 28, 2022----
William ScottPinSage: How Pinterest improved their recommendation system?Graph Convolutional Neural Networks for Web-Scale Recommender Systems15 min read·Mar 25, 2019--1--1
William ScottNeural Network observations witImplementing Neural Networks and checking how the accuracy changes upon the change of parameters4 min read·Mar 1, 2019----
William ScottDecision Tree vs Random ForestThis blog is about the results and observations of the works in Decision Tree and Random Forest.3 min read·Mar 1, 2019----
William ScottinTowards Data ScienceTF-IDF for Document Ranking from scratch in python on real world dataset.Check how document ranking is done using “TF-IDF Cosine Similarity” and “TF-IDF Matching Score” on a real world dataset.19 min read·Feb 15, 2019--20--20
William ScottIntroduction to Information Retrieval SeriesThis is a series of stories in which i will be sharing basic concepts of Information Retrieval using Code and easily understandable…3 min read·Feb 3, 2019--1--1
William ScottArtificial Intelligence: 6. Q Learning and SARS on Maze in OpenAIHyperparameters Used:4 min read·Jan 27, 2019----
William ScottArtificial Intelligence: 5. Ant Colony Optimisation (ACO) on TSPAssumptions:2 min read·Jan 27, 2019----
William ScottArtificial Intelligence: 4. GA, MA, CSP for Timetable GenerationGenetic Algorithm (GA)8 min read·Jan 27, 2019----