Alejandro Puerto Castro's repositories
product-market-forecasting-bass-model
Product Market Forecasting using Bass Model
web-scraping-network-analysis
Web scraping and web crawling using Scrapy to extract data from MyAnimeList.net to map a network and perform a Social Network Analysis using NetworkX.
credit-card-fraud-detection-classification
Anomaly detection using credit card fraud detection. Classification Models were compared and evaluated, as well as best metrics.
edward-tufte-book-chapter-questions
Series of questions from every chapter of the Edward Tufte's book: The visual display of quantitative information.
probability-distributions-with-examples
Implementation from scratch of discrete and continuous probability distributions with examples.
road-network
Static and dynamic analysis of the road network of the city of Mérida, Yucatán, México
viterbi-HMM-POS-tagging
Step-by-step implementation of Viterbi algorithm to create a Parts-of-Speech (POS) tagging using a Hidden Markov Model.
app-python
https://graphacademy.neo4j.com/courses/app-python
Awesome-CV
:page_facing_up: Awesome CV is LaTeX template for your outstanding job application
decision-trees-titanic
Exploring Decision Trees for Classification using Titanic dataset
jacques-bertin-book-chapter-questions
Series of questions from part 1 of Jacques Bertin's book: Semiology of Graphics.
linear-regression
Exploring linear regression with python
logistic-regression-breast-cancer
Exploring Logistic Regression prediction using Breast Cancer dataset
ML-From-Scratch
Machine Learning From Scratch. Bare bones NumPy implementations of machine learning models and algorithms with a focus on accessibility. Aims to cover everything from linear regression to deep learning.
mongoGuide
Basic guide for MongoDB
multilinear-regression-boston-house-pricing-dataset
Exploring multilinear regression using Boston House Pricing dataset
multilinear-regression-forest-fires
Exploring multilinear regression models using Forest Fires dataset with Python
polynomial-curve-fitting
Polynomial Curve Fitting applied to a dataset of automobiles.
regularized-regression
Exploring linear regression with regularization
spark-linux-installation
How to install Java, Scala and Apache Spark on Ubuntu/Linux Mint.
spark_weather
Tidy data using Pandas and Koalas on Pyspark
stochastic-gradient-descent
Exploring Stochastic Gradient Descent using python
tweet-classification-visualization-generation-system
COVID-19 real-time tweets classification and generation system.
tweet_scrapper
Scrape the Twitter frontend API without any authentication and restriction.