PinnedFloinTowards AIAnalyse Customer Reviews with Natural Language Processing.Using CountVectorizer, an implementation of bag-of-words·7 min read·Jun 29, 2023--3--3
PinnedFloinTowards AIBuild a Recommendation System with the Multi-Armed Bandit AlgorithmData exploration, Data exploitation, and Continuous Learning·6 min read·Jun 23, 2023--9--9
PinnedFloinGeek CultureMachine Learning: Evaluate your Linear Regression modelWith methods such as the Mean squared error and coefficient of determination.·5 min read·May 11, 2023--2--2
FloinTowards AIEffective Strategies for Addressing K-Means Initialization ChallengesUsing n_init and K-Means++·4 min read·Oct 20, 2023----
FloinAI ScienceMachine Learning — Look-ahead biasUnderstand the bias with a concrete example·3 min read·Sep 19, 2023--6--6
FloinTowards AIMachine Learning: Understand Centering and Scaling purposesUsing Transformers (MinMaxScaler, StandardScaler, RobustScaler)·6 min read·Sep 6, 2023--3--3
FloinTowards AIImplement Gradient Descent with Linear Regression ModelPredicting salary based on years of experience·6 min read·Aug 31, 2023--4--4
FloinAI ScienceMachine Learning: Build your first Classification ModelUsing Panda, Numpy and Sklearn·5 min read·Jun 20, 2023----