William ScottThe Exit Poll Puzzle: Insights into Variations in 2024 India ElectionsThe 2024 Indian general elections were a striking example of exit polls varying significantly from the final results. Exit polls projected…Jun 6Jun 6
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.’Nov 28, 2022Nov 28, 2022
William ScottPinSage: How Pinterest improved their recommendation system?Graph Convolutional Neural Networks for Web-Scale Recommender SystemsMar 25, 20191Mar 25, 20191
William ScottNeural Network observations witImplementing Neural Networks and checking how the accuracy changes upon the change of parametersMar 1, 2019Mar 1, 2019
William ScottDecision Tree vs Random ForestThis blog is about the results and observations of the works in Decision Tree and Random Forest.Mar 1, 2019Mar 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.Feb 15, 201920Feb 15, 201920
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…Feb 3, 20191Feb 3, 20191
William ScottArtificial Intelligence: 6. Q Learning and SARS on Maze in OpenAIHyperparameters Used:Jan 27, 2019Jan 27, 2019
William ScottArtificial Intelligence: 5. Ant Colony Optimisation (ACO) on TSPAssumptions:Jan 27, 2019Jan 27, 2019
William ScottArtificial Intelligence: 4. GA, MA, CSP for Timetable GenerationGenetic Algorithm (GA)Jan 27, 2019Jan 27, 2019