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Hi, Iā€™m Angela, a Data Scientist (forever in the making)

I'm currently working on these projects:

  • a dashboard to visualize data collected with Google Analytics 4 šŸ“Š
  • a movie recommender app (Webscraping, APIs, NLP, MLOps). šŸŽ„

I have published the following materials:

I'm learning and interested in exchanging about:

  • Data Science for Digital Marketing
  • Creating business value from data

Get in touch with me on LinkedIn.

Angela Niederberger's Projects

aws_webscraping_automation icon aws_webscraping_automation

Tutorial: How to develop a webscraping script, save the data to an AWS S3 bucket and automate this process using an EC2 instance

ecoinvent_auto_viz icon ecoinvent_auto_viz

Automating the static visualization of 20'000 life cycle impact assessment data sets from the ecoinvent data base for integration into the existing pdf generator (Propulsion Capstone Project)

legoset_classification icon legoset_classification

Classifying images from three types of lego sets with the help of a neural network built on the basis of ResNet50.

predicting_pirate_attack_success icon predicting_pirate_attack_success

Using machine learning to predict the success or failure of pirate attacks; elaborated during the Data Science Bootcamp at Propulsion Academy

swiss_rents icon swiss_rents

Streamlit App to showcase and explore how different factors influence rental prices in Switzerland

tidytuesday-visualizations icon tidytuesday-visualizations

R code and example plots for all of my #TidyTuesday contributions, an initiative by the R4DS online learning community.

tiny_python_projects icon tiny_python_projects

Code for Tiny Python Projects (Manning, 2020, ISBN 1617297518). Learning Python through test-driven development of games and puzzles.

zurich_movie_recommender icon zurich_movie_recommender

Streamlit app which recommends a movie currently running in at least one of Zurich's theatres, based on the similarity with the user's favorite film

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