Discover @ztultrebor Open Source projects

Robert Lutz (@ztultrebor)

ztultrebor

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Registered over 11 years ago
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Building-a-Student-Intervention-System

Udacity Machine Learning Nanodegree Project 2. Investigated the factors that affect a student's performance in high school. Trained and tested several supervised machine learning models on a given dataset to predict how likely a student is to pass. Selected the best model based on relative accuracy and efficiency.

Jupyter Notebook

Ditech-Challenge-ANN

Udacity Machine Learning Nanodegree Final Project

Jupyter Notebook

Deep-Learning

Udacity's Deep Learning Class Assignments

Jupyter Notebook

Kaggle-Santander-Challenge

Techniques for predicting ROC-AuC for the Kaggle Santander Challenge

Train-a-Smartcab-to-Drive

Udacity Machine Learning Nanodegree Project 4

Creating-Customer-Segments

Udacity Machine Learning Nanodegree Project 3. Reduced dimensionality from 6 to 2 using PCA. Applied clustering using Gaussian Mixtures. Interpreted results and proposed recommendations for improved business processes.

Jupyter Notebook

Fibonet

A super-fast algorithm for calculating Fibonacci numbers using Binet's Method

VacuumWorld

Norvig's Vacuum Cleaner World for AI. Built agents of varying complexity to interact with the Vacuum World environment. Built some simple environments in which the agents can act.