PinnedLouis ChaninTowards AIComprehensive Guide to Hampel Filter for Outlier DetectionStep by Step Walkthrough with S&P 500 Index·9 min read·Mar 12, 2023--1--1
PinnedLouis ChaninTowards Data ScienceUnderstanding Latent Dirichlet Allocation (LDA) — A Data Scientist’s Guide (Part 1)LDA explained with a dog pedigree model·7 min read·Feb 9, 2024----
PinnedLouis ChaninTowards Data ScienceUnderstanding Gradient Boosting: A Data Scientist’s GuideDiscover the power of gradient boosting in this comprehensive guide for data scientists. Learn about weak learners, additive models, loss…·10 min read·Feb 7, 2023--3--3
PinnedLouis ChaninTowards Data ScienceSHAP: Explain Any Machine Learning Model in PythonYour Comprehensive Guide to SHAP, TreeSHAP, and DeepSHAP·13 min read·Jan 11, 2023--3--3
PinnedLouis ChaninTowards AIGenetic Algorithm for Trading Strategy Optimization in PythonHow can GA help cut down problem space and converge towards a better solution?·10 min read·Jan 17, 2021--2--2
Louis ChaninTowards Data ScienceComputational Thinking: The 4 Step Process for Solutionising Any LLM Use CasesThe Missing puzzle piece to LLM Enterprise Augmentation·6 min read·Mar 31, 2024----
Louis ChaninTowards Data ScienceCan You Even __init__.py?3 things __init__.py can do for you·6 min read·Feb 29, 2024--2--2
Louis ChaninTowards Data ScienceData Science Is Not That SpecialLessons learned as a data scientist from friction with engineers·9 min read·Feb 24, 2024--9--9
Louis ChaninTowards Data ScienceUnderstanding Latent Dirichlet Allocation (LDA) — A Data Scientist’s Guide (Part 2)LDA Convergence Explained with a Dog Pedigree Model·10 min read·Feb 19, 2024--2--2
Louis ChaninThe StartupMedium Earnings: How passive can it be?I haven’t written in a year! How much have I earned?·3 min read·Feb 12, 2024--21--21