Published inTowards Data ScienceCreate and Deploy a REST API Extracting Predominant Colors from ImagesUsing unsupervised machine learning, FastAPI and DockerSep 26, 20231Sep 26, 20231
Published inTowards AISteepest Descent and Newton’s Method in Python, from Scratch: A ComparisonTable of contentsAug 27, 2023Aug 27, 2023
Published inTowards Data ScienceDynamic Pricing with Reinforcement Learning from Scratch: Q-LearningAn introduction to Q-Learning with a practical Python exampleAug 26, 20236Aug 26, 20236
Published inTowards Data ScienceOptimization: Capacitated Facility Location Problem in PythonFind the optimal number and location of warehouses to reduce costs and meet demandFeb 28, 20232Feb 28, 20232
Published inTowards Data ScienceImplementing the Steepest Descent Algorithm in Python from ScratchTable of contentsFeb 20, 2023Feb 20, 2023
Published inTowards Data ScienceIntroduction to Optimization Constraints with SciPyExplore bounds, linear and nonlinear constraints with practical Python examplesJan 31, 20234Jan 31, 20234
Published inTowards Data ScienceSurvival Analysis: Optimize the Partial Likelihood of the Cox ModelFinding the coefficients that maximize the log-partial likelihood in PythonDec 9, 2022Dec 9, 2022
Published inTowards Data ScienceTopic Modeling with LSA, pLSA, LDA, NMF, BERTopic, Top2Vec: a ComparisonA comparison between different topic modeling strategies including practical Python examplesSep 19, 20229Sep 19, 20229
Published inTowards Data ScienceIntroduction to Deep Learning with Keras in RA step-by-step tutorialAug 23, 2022Aug 23, 2022
Published inTowards AIExplore and Validate Datasets with TensorFlow ExtendedIntroduction to TensorFlow Data Validation with a practical exampleJun 11, 2022Jun 11, 2022