lorenanda

speech-emotion-recognition

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

movie-recommender

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

Sentimentanalyse-HU-SS20

Sentiment analysis and classification of German/English product reviews

tweets-docker-pipeline

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

data-science-bootcamp

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

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

POEtry-generation

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

rasa-chatbot

A chatbot for student support

alzheimers

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

psych-verbs

Research experiment design and classification of Romanian emotion verbs

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.

election20-tweets

Collection and sentiment analysis of tweets about the US #election2020

fashion-mnist

Classification of clothes images with ANN and CNN

freecodecamp

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

northwind-dashboard

Metabase dashboard built on Postgres and hosted on AWS

spaCy

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

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

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'

world-languages

Data analysis & visualization on the vulnerability status of the world's languages