alejandropuerto Goto Github PK

app-python

https://graphacademy.neo4j.com/courses/app-python

awesome-cv

:page_facing_up: Awesome CV is LaTeX template for your outstanding job application

competing-on-analytics-book-questions

covid-19-death-comparison

credit-card-fraud-detection-classification

Anomaly detection using credit card fraud detection. Classification Models were compared and evaluated, as well as best metrics.

decision-trees-titanic

Exploring Decision Trees for Classification using Titanic dataset

edward-tufte-book-chapter-questions

Series of questions from every chapter of the Edward Tufte's book: The visual display of quantitative information.

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

mi2notes

My notes for Prof. Klaus Obermayer's "Machine Intelligence 2 - Unsupervised Learning" course at the TU Berlin

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.

probability-distributions-with-examples

Implementation from scratch of discrete and continuous probability distributions with examples.

product-market-forecasting-bass-model

Product Market Forecasting using Bass Model

react-d3

Applying React with D3 and APIs

regularized-regression

Exploring linear regression with regularization

road-network

Static and dynamic analysis of the road network of the city of Mérida, Yucatán, México

scott-berinato-good-charts-book-questions

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.

unsupervised-learning-notes

viterbi-hmm-pos-tagging

Step-by-step implementation of Viterbi algorithm to create a Parts-of-Speech (POS) tagging using a Hidden Markov 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.