Nicolo Cosimo AlbaneseinTowards Data ScienceCreate and Deploy a REST API Extracting Predominant Colors from ImagesUsing unsupervised machine learning, FastAPI and Docker·15 min read·Sep 26, 2023--1--1

Nicolo Cosimo AlbaneseinTowards AISteepest Descent and Newton’s Method in Python, from Scratch: A ComparisonTable of contents·10 min read·Aug 27, 2023----

Nicolo Cosimo AlbaneseinTowards Data ScienceDynamic Pricing with Reinforcement Learning from Scratch: Q-LearningAn introduction to Q-Learning with a practical Python example·12 min read·Aug 26, 2023--6--6

Nicolo Cosimo AlbaneseinTowards Data ScienceOptimization: Capacitated Facility Location Problem in PythonFind the optimal number and location of warehouses to reduce costs and meet demand·12 min read·Feb 28, 2023--2--2

Nicolo Cosimo AlbaneseinTowards Data ScienceImplementing the Steepest Descent Algorithm in Python from ScratchTable of contents·11 min read·Feb 20, 2023--5--5

Nicolo Cosimo AlbaneseinTowards Data ScienceIntroduction to Optimization Constraints with SciPyExplore bounds, linear and nonlinear constraints with practical Python examples·8 min read·Jan 31, 2023--4--4

Nicolo Cosimo AlbaneseinTowards Data ScienceSurvival Analysis: Optimize the Partial Likelihood of the Cox ModelFinding the coefficients that maximize the log-partial likelihood in Python·8 min read·Dec 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 examples·19 min read·Sep 19, 2022--9--9

Nicolo Cosimo AlbaneseinTowards Data ScienceIntroduction to Deep Learning with Keras in RA step-by-step tutorial·6 min read·Aug 23, 2022----

Nicolo Cosimo AlbaneseinTowards AIExplore and Validate Datasets with TensorFlow ExtendedIntroduction to TensorFlow Data Validation with a practical example·7 min read·Jun 11, 2022----