Projects & Notebooks of Coursera's Self-Driving Cars Specialization.

Jupyter Notebooks demonstrating Optimization using Python with case studies

This repository provides practical implementations, examples, and insights into various optimization methods, making it easier to understand and apply these concepts.

Jupyter notebooks, scripts, and results associated with the paper Visualization of Optimization Algorithms by Marco Morais (Morais, 2020).

Python data structures and algorithms. Machine learning Jupyter Notebook, Numpy, Keras, TensorFlow, Neural Network, etc. Application of Python in engineering and data science.

Experiments and notes on Machine Learning.

This repository contains four optimization algoritms using Python and Jupyter Notebook. Portuguese: Este repositório contém quatro algoritmos de otimização utilizando Python e Jupyter Notebook.

Notebook with several optimization algorithms used to find the minimum of the Rosenbrock function

Collection of notebooks performing analysis of data and visualisations of outputs for a research paper on evaluation of GHG emissions in Burmese reservoirs

This project develops and implements algorithms to optimize airplane flight routes, aiming to minimize fuel consumption, reduce travel time, and enhance air traffic efficiency. The Jupyter Notebook details using graph theory, shortest path algorithms, and optimization methods for this purpose.

[FRENCH VERSION] The goal of this school project was to conceptualize an algorithm to define one of the most optimal path (for delivery trucks). I mainly used Python and Jupyter Notebook. During this project, I improved my knowledge of advanced complexity. I evolved in a group of 3, which gave us the opportunity to improve our teamwork skills.