Magnus's repositories
AgarVision_2024
Project from Novo Nordisk's AgarVision hackathon, utilizing DenseNet-121 & YOLOv8 for agar plate analysis and colony counting.
movie-rec-system
The project extracts movie data using TheMovieDB API, processes it using TF-IDF and cosine similarity for generating recommendations, and stores the data in a DuckDB database. The system is encapsulated within a FastAPI web application and can be deployed using Docker. It provides movie recommendations in JSON format.
Cardio-Good-Fitness
Predicting Customer Product Preference
Data-Science-For-Beginners
10 Weeks, 20 Lessons, Data Science for All!
employees-analysis
This project analyzes employee data from the Employees Sample Database, using SQL and Tableau.
Foundations-of-Data-Science-Final-Exam
Exam project in foundations of data science. It includes three main components: Sub-Numpy, a Python library mimicking Numpy functionalities; Hamming's Code, focusing on error detection and correction in data transmission; and Text Document Similarity, which explores various algorithms to assess textual similarities.
HuginnHears
Huginn Hears is a local app that transcribes and summarizes your meetings in Norwegian and English, using state-of-the-art models and open-source libraries. No cloud needed, run everything offline.
Nearly-New-Nautical
Trained machine learning models to forecast used boat listing views, enabling a marketplace to optimize inventory by identifying low traction listings. Key techniques included data preprocessing, feature engineering, model evaluation, and hyperparameter tuning.
tumor-segmentation
Advanced tumor segmentation using Attention U-Net on MIP-PET images for DM i AI 2023.