Alejandro Castellanos Vargas's repositories
truss_solver
This Python code solves any 2D truss structure using the joints method
video_tracking
This Python Notebook allows you to perform a video tracking of an object and obtain its kinematic information such as displacement, speed and acceleration.
whatsapp_text
This Python Notebook creates word clouds using text information from the two users whatsapp chat
4bar_mechanism
This Python Notebook is a tool to calculate the kinematic model (position, velocity and acceleration) for a 4-bar mechanism in several configurations
chart_material_selection
This Python Notebook code is a tool to select material from a database using the chart and material index method
chicago_crimes
A Jupyter Notebook with the data analysis and data visualization of crimes in Chicago from 2017 to 2023 using libraries such as seaborn and folium
colliding_blocks
This Python code computes the kinematics data (linear momentum and kinetic energy) for the 2D collission between 2 blocks and a rigid wall taking into account the coefficient of restitution but ignoring the friction.
grades_college_analysis
A Jupyter Notebook with the analysis and prediction of Final Grades (Pass/Fail) for students of mechatronics engineering in several mechanic courses.
IBM_Capstone_Project
This project aims to leverage predictive analytics to forecast the outcomes of rocket launches for Space Y, a new player in the commercial space industry.
machine_learning_IBM_project
This notebook presents a Machine Learning Model Comparison for the Prediction of Rain in Australia
mnl_curve_fit
Multi Variable Non linear curve fit apply to material characterization in dynamic behavior.
Sport_Stats
Data analysis of information from the summer and winter Olympic games over the years. UC Davis SQL Specialization Final Project
sudoku_basic
This Python code solves easy-normal sudoku using brute force based on the general rules of this game
tensile_test
This Python notebook is used to compute mechanical properties based on a tensile test data for a metallic material
Titanic_Kaggle
This Python Notebook is a proposal to analyse the Titanic dataset for the Kaggle Competition, using several data science techniques and concepts.
whatsapp_chat_analysis
A Jupyter Notebook with the analysis for a Whatsapp Chat using several techniques of data wrangling, EDA and Sentiment Analysis
wordle_basic
This Python code is a basic vesion of the Wordle 5-Letter words game in english language
IBM-Python-Project-for-Data-Science
Final Project for IBM Course: Python Project for Data Science
tools_for_data_science_course
Repository for the final task in "Tools for Data Science" Course