Nicolo Cosimo Albanese

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Create and Deploy a REST API Extracting Predominant Colors from Images

Using unsupervised machine learning, FastAPI and Docker

Sep 26, 2023

Create and Deploy a REST API Extracting Predominant Colors from Images

Sep 26, 2023

Published in

Towards AI

Steepest Descent and Newton’s Method in Python, from Scratch: A Comparison

Aug 27, 2023

Steepest Descent and Newton’s Method in Python, from Scratch: A Comparison

Aug 27, 2023

Published in

TDS Archive

Dynamic Pricing with Reinforcement Learning from Scratch: Q-Learning

An introduction to Q-Learning with a practical Python example

Aug 26, 2023

Dynamic Pricing with Reinforcement Learning from Scratch: Q-Learning

Aug 26, 2023

Published in

TDS Archive

Optimization: Capacitated Facility Location Problem in Python

Find the optimal number and location of warehouses to reduce costs and meet demand

Feb 28, 2023

Optimization: Capacitated Facility Location Problem in Python

Feb 28, 2023

Published in

TDS Archive

Implementing the Steepest Descent Algorithm in Python from Scratch

Feb 20, 2023

Implementing the Steepest Descent Algorithm in Python from Scratch

Feb 20, 2023

Published in

TDS Archive

Introduction to Optimization Constraints with SciPy

Explore bounds, linear and nonlinear constraints with practical Python examples

Jan 31, 2023

Introduction to Optimization Constraints with SciPy

Jan 31, 2023

Published in

TDS Archive

Survival Analysis: Optimize the Partial Likelihood of the Cox Model

Finding the coefficients that maximize the log-partial likelihood in Python

Dec 9, 2022

Survival Analysis: Optimize the Partial Likelihood of the Cox Model

Dec 9, 2022

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TDS Archive

Topic Modeling with LSA, pLSA, LDA, NMF, BERTopic, Top2Vec: a Comparison

A comparison between different topic modeling strategies including practical Python examples

Sep 19, 2022

Topic Modeling with LSA, pLSA, LDA, NMF, BERTopic, Top2Vec: a Comparison

Sep 19, 2022

Published in

TDS Archive

Introduction to Deep Learning with Keras in R

A step-by-step tutorial

Aug 23, 2022

Introduction to Deep Learning with Keras in R

Aug 23, 2022

Published in

Towards AI

Explore and Validate Datasets with TensorFlow Extended

Introduction to TensorFlow Data Validation with a practical example

Jun 11, 2022

Explore and Validate Datasets with TensorFlow Extended

Jun 11, 2022

Create and Deploy a REST API Extracting Predominant Colors from Images

Using unsupervised machine learning, FastAPI and Docker

Steepest Descent and Newton’s Method in Python, from Scratch: A Comparison

Table of contents

Dynamic Pricing with Reinforcement Learning from Scratch: Q-Learning

An introduction to Q-Learning with a practical Python example

Optimization: Capacitated Facility Location Problem in Python

Find the optimal number and location of warehouses to reduce costs and meet demand

Implementing the Steepest Descent Algorithm in Python from Scratch

Table of contents

Introduction to Optimization Constraints with SciPy

Explore bounds, linear and nonlinear constraints with practical Python examples

Survival Analysis: Optimize the Partial Likelihood of the Cox Model

Finding the coefficients that maximize the log-partial likelihood in Python

Topic Modeling with LSA, pLSA, LDA, NMF, BERTopic, Top2Vec: a Comparison

A comparison between different topic modeling strategies including practical Python examples

Introduction to Deep Learning with Keras in R

A step-by-step tutorial

Explore and Validate Datasets with TensorFlow Extended

Introduction to TensorFlow Data Validation with a practical example

Nicolo Cosimo Albanese