Pinned Repositories
fraud_detection
fraud detection/anomaly detection on client transactions by fitting a Gaussian model to data on a per client basis
handson-ml
A series of Jupyter notebooks that walk you through the fundamentals of Machine Learning and Deep Learning in python using Scikit-Learn and TensorFlow.
linear_regression_visualization
Linear Regression with batch Gradient Descet from scratch (No scikit-learn)
movie_recommender_pyspark
Movie recomender system using the movie lens 100k using MLlib from Spark, under construction...
pixel_avatars_scraper
Pixel art avatars web scraper built using Selenium WebDriver
py_twitter_crawler
This is a Flask REST-API written in python using Flask-Restful framework and SQLAlchemy, it also incorporates the twitter's own API to mine tweets from public profiles. It then retrieves a given number of tweets, classifies them by sentiment ('Positive' or 'Negative') and stores them on a database along with the class probability.
recipe_search_engine
Recipes search engine for over 20k recipes using inverted indexes, original dataset from https://www.kaggle.com/hugodarwood/epirecipes/version/2
sequence_card_game
This is a sequence card game (in progress...), the aim of this project will be to teach an agent how to play the game via reinforcement learning.
student_grade_performance
Regression problem based on student dataset
tweets_sentiment_analysis
Classification task for tweets
SergioRams's Repositories
SergioRams/pixel_avatars_scraper
Pixel art avatars web scraper built using Selenium WebDriver
SergioRams/fraud_detection
fraud detection/anomaly detection on client transactions by fitting a Gaussian model to data on a per client basis
SergioRams/handson-ml
A series of Jupyter notebooks that walk you through the fundamentals of Machine Learning and Deep Learning in python using Scikit-Learn and TensorFlow.
SergioRams/linear_regression_visualization
Linear Regression with batch Gradient Descet from scratch (No scikit-learn)
SergioRams/movie_recommender_pyspark
Movie recomender system using the movie lens 100k using MLlib from Spark, under construction...
SergioRams/py_twitter_crawler
This is a Flask REST-API written in python using Flask-Restful framework and SQLAlchemy, it also incorporates the twitter's own API to mine tweets from public profiles. It then retrieves a given number of tweets, classifies them by sentiment ('Positive' or 'Negative') and stores them on a database along with the class probability.
SergioRams/recipe_search_engine
Recipes search engine for over 20k recipes using inverted indexes, original dataset from https://www.kaggle.com/hugodarwood/epirecipes/version/2
SergioRams/sequence_card_game
This is a sequence card game (in progress...), the aim of this project will be to teach an agent how to play the game via reinforcement learning.
SergioRams/student_grade_performance
Regression problem based on student dataset
SergioRams/tweets_sentiment_analysis
Classification task for tweets