lorenanda Goto Github PK

alzheimers

Data analysis on a dataset of patients with Alzheimer's.

animated-scatterplot

An animated scatterplot on Gapminder data. (bootcamp project)

bike-demand-prediction

Use of different regression models to predict bike demand.

customer-churn-prediction

Classification models to predict the churn rate of bank customers.

data-science-bootcamp

Projects I have completed during the Data Science Bootcamp at Spiced Academy in Berlin

election20-tweets

Collection and sentiment analysis of tweets about the US #election2020

fashion-mnist

Classification of clothes images with ANN and CNN

freecodecamp

goodreads

Data analysis on my goodreads library since 2012

holidays

Fun small programs to automate and create holiday wishes

imdb

Web-scraping and data visualization of IMDb's most popular movies in 2018

kaggle-playground

Monthly challenges from Kaggle 2021

lorenanda.github.io

Personal website built with Jekyll

lyrics-classification

A friendly command-line bot that scrapes song lyrics and guesses the artist from input lyrics, trained with a Multinomial Naive Bayes Classifier

movie-recommender

Movie recommender system based on Non-Negative Matrix Factorization and Singular Value Decomposition, with a Flask web interface

northwind-dashboard

Metabase dashboard built on Postgres and hosted on AWS

poetry-generation

Generating poems in the style of E.A. Poe with Tensorflow

psych-verbs

Research experiment design and classification of Romanian emotion verbs

rasa-chatbot

A chatbot for student support

sentimentanalyse-hu-ss20

Sentiment analysis and classification of German/English product reviews

spacy

💫 Industrial-strength Natural Language Processing (NLP) with Python and Cython

speech-emotion-recognition

A program that uses neural networks to detect emotions from pre-recorded and real-time speech

split-the-bill

A GUI calculator to help you split the bill incl. tip evenly with your friends

supermarket_mcmc_simulation

task-automation

python scripts to automate various tasks

titanic

Classification models for passenger survival

tldr

Text summarization, sentiment analysis, and entity extraction from speeches of the German government

tweets-docker-pipeline

Docker pipeline for streaming tweets and their sentiment score to a Slack channel

weather-forecast

ARIMA models to predict the daily temperature in October in Berlin Mitte

wheat-seeds

A data analysis project from the edX course 'Programming with Python for Data Science'