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1. Loan-Approval-Logistic-Regression Loan-Approval-Logistic-Regression Public

   A Logistic Regression Analysis to explain why a loan is approved or not based on numerous variables from a dataset of 45k observations. Final in Advanced Programming Languages for Advanced Data Ana…

   Jupyter Notebook

2. Customer-Segmentation-Analysis Customer-Segmentation-Analysis Public

   Based on a customer segmentation analysis with the features Gender, Age, Annual Income (USD in thousands), and Spending Score (1-100), I conduct PCA and K-Means Clustering to showcase patterns and …

   Jupyter Notebook

3. Language-Prediction-Models Language-Prediction-Models Public

   Comparing the accuracy of SVM, MLP, and KNN of which performs best on language prediction. After training each model (with an 80/20 spilt) the three dictionaries for French, German, and English, we…

   Python

4. LSTM-Text-Generator-Model LSTM-Text-Generator-Model Public

   After training the model on the book Metamorphosis found for free on Project Gutenberg, we successfully create a LSTM text generator model. Machine Learning, Assignment 4.

   Jupyter Notebook

5. Happiness-Linear-Regression Happiness-Linear-Regression Public

   A Ladder Score Linear Regression, with data from The Gallup World Poll, which explains what and how variables impact the average happiness score of a country.

   Jupyter Notebook

6. Animal-Classification-Decision-Tree Animal-Classification-Decision-Tree Public

   Animal classification decision tree model and visualization. Dataset provided by University of California Irvine.

   Jupyter Notebook