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Name: Philip Witte
Type: User
Philip Witte's Projects
azureml-template
Template project for Azure ML using Python SDK v2
classification_with_titanic_data
Prediction of survival using several ML models with scikit-learn
cnns_for_dino_detection
Use CNNs to classify different dinosaurs - i) CNN from scratch and ii) pertained mobilenet cnn optimized with transfer learning
cookiecutter-data-science
A logical, reasonably standardized, but flexible project structure for doing and sharing data science work.
dockerized_twitter_app
Built a twitter sentiment app with streamlit based on a dockerized pipeline using mongodb, postgresdb and tweepy.
funkagent
Experimental agent using OpenAI Functions
gap_minder_gif
Produced a gif leveraging gap minder data
my_drone_project
Implemented several image recognition use cases for the Tello drone
nlp_for_lyrics
Implementation of different NLP techniques using web scraped lyrics
nmf_movie_recommender
Built a movie recommender app with flask and bootstrap and deployed it on Heroku.
philip_witte
My data science portfolio
prediction_of_bike_rentals
Prediction of daily bike rentals using different ML models with skit-learn
psql_and_dashboard_aws
Metabase dashboard with Northwind data from a postgreSQL DB is build using AWS (RDS/EC2)
sample-app-aoai-chatgpt
[PREVIEW] Sample code for a simple web chat experience targeting chatGPT through AOAI.
supermarket_simulation
Simulated and visualized customer behavior in a supermarket with Pygame using Markov chains and OOP
timeseries_analysis_temperature
Performed step-by-step time series analysis of temperature data using i) combination of linear regression models ii) AR model iii) ARIMA model
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