• K-Means

    Separating data into distinct clusters, organizing diverse information and simplifying complexity with vibrant clarity

  • Principal Components Analysis

    Making high dimensions comprehensible and actionable, it captures the maximum amount of variance in the data with a reduced number of features

  • Random Forest for Regression

    Combining decision trees, it provides predictive accuracy that illuminates the path to regression analysis

  • Support Vector Machines for Regression

    Leveraging mathematical precision, it excels in predicting values by carving precise pathways through data complexities

Monday, July 24, 2023

Particle Swarm Optimization

The Concept of "Optimization"Optimization is a fundamental aspect of many scientific and engineering disciplines. It involves finding the best solution from a set of possible solutions, often with the goal of minimizing or maximizing a particular function. Optimization algorithms...
Share:

About Me

My photo
I am a Physics Engineer graduated with academic excellence as the first in my generation. I have experience programming in several languages, like C++, Matlab and especially Python, using the last two I have worked on projects in the area of Image and signal processing, as well as machine learning and data analysis projects.

Recent Post

Particle Swarm Optimization

The Concept of "Optimization" Optimization is a fundamental aspect of many scientific and engineering disciplines. It involves fi...

Pages