PinnedPublished inTowards AIAnalyse Customer Reviews with Natural Language Processing.Using CountVectorizer, an implementation of bag-of-wordsJun 29, 2023A response icon3Jun 29, 2023A response icon3
PinnedPublished inTowards AIBuild a Recommendation System with the Multi-Armed Bandit AlgorithmData exploration, Data exploitation, and Continuous LearningJun 23, 2023A response icon9Jun 23, 2023A response icon9
PinnedPublished inGeek CultureMachine Learning: Evaluate your Linear Regression modelWith methods such as the Mean squared error and coefficient of determination.May 11, 2023A response icon2May 11, 2023A response icon2
Published inTowards AIEffective Strategies for Addressing K-Means Initialization ChallengesUsing n_init and K-Means++Oct 20, 2023Oct 20, 2023
My New Educational ApplicationA New Way to LearnOct 8, 2023A response icon4Oct 8, 2023A response icon4
Published inAI ScienceMachine Learning — Look-ahead biasUnderstand the bias with a concrete exampleSep 19, 2023A response icon5Sep 19, 2023A response icon5
Published inTowards AIMachine Learning: Understand Centering and Scaling purposesUsing Transformers (MinMaxScaler, StandardScaler, RobustScaler)Sep 6, 2023A response icon3Sep 6, 2023A response icon3
Published inTowards AIImplement Gradient Descent with Linear Regression ModelPredicting salary based on years of experienceAug 31, 2023A response icon3Aug 31, 2023A response icon3
Published inAI ScienceMachine Learning: Build your first Classification ModelUsing Panda, Numpy and SklearnJun 20, 2023Jun 20, 2023
