Andrés Salinas's repositories
dmeyf2023
data mining en economia y finanzas
getting_stock_data
scrape stock data from google finance store it in supabase and make the reports available via endpoints
fight-churn
Code from the book Fighting Churn With Data
command_line_crypto_app
given a cryptocurrency and a daterange get the data from coingecko API, persist the data in a database and output reports and forecasts
covid-19_sentiment_analysis
sentiment analysis of covid-19 related tweets using bidirectional LSTM
forecasting_the_number_of_sunspot_with_LSTM
forecasting the number on sunspot based on historical data
flower_classifier
classification of flowers using CNN
sign_language_classifier
classification of sign language with deep learning
employee_churn
determine which employees will leave the company based on historical data
marketing_campaign
marketing campaign analysis to determine which clients will deposit their savings as a fixed-term
real_time_twitter_sentiment_map
shows in a map how people are reacting to certain topics in Twitter using a pre-trained BERT
glassdoor_reviews_scraping
scraping reviews from glassdoor companies
ml-basics
Exercise notebooks for Machine Learning modules on Microsoft Learn
diabetes_hospital_readmissions
US hospital dataset analysis to determine which patients are going to be readmitted whitin a certain time frame
slack_query_bot
a bot that can query a database and return xlsx files as output
Coursera-Deep-Learning
My notes / works on deep learning from Coursera
AB_Testing
A/B Testing — A complete guide to statistical testing
nb_black
A simple extension for Jupyter Notebook and Jupyter Lab to beautify Python code automatically using black.
NLP-Tutorial-8---Sentiment-Classification-using-SpaCy-for-IMDB-and-Amazon-Review-Dataset
NLP Tutorial 8 - Sentiment Classification using SpaCy for IMDB and Amazon Review Dataset
Machine-Learning-by-Andrew-Ng-in-Python
Documenting my python implementation of Andrew Ng's Machine Learning course
sample-projects
Sample projects showcasing Scrapinghub tech
wow-vanilla-addons
My Personal add ons for warcraft 1.12
angular-for-rubyists
Companion materials for the "AngularJS For Rubyists" video series.
tweets_map
Notebooks explaining how to plot a tweets heatmap of a city