Nicolo Cosimo AlbaneseinTowards Data ScienceCreate and Deploy a REST API Extracting Predominant Colors from ImagesUsing unsupervised machine learning, FastAPI and DockerSep 26, 20231Sep 26, 20231

Nicolo Cosimo AlbaneseinTowards AISteepest Descent and Newton’s Method in Python, from Scratch: A ComparisonTable of contentsAug 27, 2023Aug 27, 2023

Nicolo Cosimo AlbaneseinTowards Data ScienceDynamic Pricing with Reinforcement Learning from Scratch: Q-LearningAn introduction to Q-Learning with a practical Python exampleAug 26, 20236Aug 26, 20236

Nicolo Cosimo AlbaneseinTowards 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

Nicolo Cosimo AlbaneseinTowards Data ScienceImplementing the Steepest Descent Algorithm in Python from ScratchTable of contentsFeb 20, 20235Feb 20, 20235

Nicolo Cosimo AlbaneseinTowards Data ScienceIntroduction to Optimization Constraints with SciPyExplore bounds, linear and nonlinear constraints with practical Python examplesJan 31, 20234Jan 31, 20234

Nicolo Cosimo AlbaneseinTowards 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

Nicolo Cosimo AlbaneseinTowards 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

Nicolo Cosimo AlbaneseinTowards Data ScienceIntroduction to Deep Learning with Keras in RA step-by-step tutorialAug 23, 2022Aug 23, 2022

Nicolo Cosimo AlbaneseinTowards AIExplore and Validate Datasets with TensorFlow ExtendedIntroduction to TensorFlow Data Validation with a practical exampleJun 11, 2022Jun 11, 2022