PinnedPublished inTowards AIAnalyse Customer Reviews with Natural Language Processing.Using CountVectorizer, an implementation of bag-of-wordsJun 29, 20233Jun 29, 20233
PinnedPublished inTowards AIBuild a Recommendation System with the Multi-Armed Bandit AlgorithmData exploration, Data exploitation, and Continuous LearningJun 23, 20239Jun 23, 20239
PinnedPublished inGeek CultureMachine Learning: Evaluate your Linear Regression modelWith methods such as the Mean squared error and coefficient of determination.May 11, 20232May 11, 20232
Published inTowards AIEffective Strategies for Addressing K-Means Initialization ChallengesUsing n_init and K-Means++Oct 20, 2023Oct 20, 2023
Published inAI ScienceMachine Learning — Look-ahead biasUnderstand the bias with a concrete exampleSep 19, 20235Sep 19, 20235
Published inTowards AIMachine Learning: Understand Centering and Scaling purposesUsing Transformers (MinMaxScaler, StandardScaler, RobustScaler)Sep 6, 20233Sep 6, 20233
Published inTowards AIImplement Gradient Descent with Linear Regression ModelPredicting salary based on years of experienceAug 31, 20233Aug 31, 20233
Published inAI ScienceMachine Learning: Build your first Classification ModelUsing Panda, Numpy and SklearnJun 20, 2023Jun 20, 2023
