ConradKleykamp

Loan-Approval-Prediction

Leveraging and tuning a LightGBM model to predict whether or not a loan will be approved

Histopathologic-Cancer-Detection-with-CNN

Developing a convolutional neural network using Keras to identify metastatic tissue in histopathologic scans of lymph node sections

Age-and-Gender-Prediction-with-CNN

Using a CNN to predict age and gender of face images

Bank-Churn-Binary-Classification

Predicting whether or not a bank customer will churn (close their account) by using an XGBoost classifier

ConradKleykamp

Disaster-Tweets-Classification-NLP-and-LSTM

Using a RNN with LSTM to predict whether or not a Tweet contains language which identifies a disaster

IBM-Applied-Data-Science-Capstone

Leveraging machine learning to predict whether a SpaceX first stage rocket will successfully land

Johns-Hopkins-COVID19-Data-Analysis

Simple data analysis project as part of CU Boulder's MS Data Science Program

Monet-and-CycleGAN

Using GANs to Create Monet Style Art (CycleGAN)

NYPD-Shooting-Incident-Data-Analysis

Simple data analysis project as part of CU Boulder's MS Data Science Program

ConradKleykamp/Loan-Approval-Prediction

Leveraging and tuning a LightGBM model to predict whether or not a loan will be approved

ConradKleykamp/Twitter-Network-Analysis

Twitter network analysis: mentions & semantics

ConradKleykamp/Used-Car-Price-Regression-Neural-Network

Building a neural network to predict the prices of used cars

ConradKleykamp/Poisonous-Mushroom-Prediction-with-LGBM

Building and leveraging a LGBM model to predict whether a mushroom is edible or poisonous

ConradKleykamp/Age-and-Gender-Prediction-with-CNN

Using a CNN to predict age and gender of face images

ConradKleykamp/Prediction-of-Cirrhosis-Outcomes-with-XGB

Predicting the multi-class outcomes of cirrhosis patients using an XGB classifier

ConradKleykamp/Bank-Churn-Binary-Classification

Predicting whether or not a bank customer will churn (close their account) by using an XGBoost classifier

ConradKleykamp/Wine-Analysis-Clustering

Employing unsupervised learning techniques to cluster Italian wines grown by three different cultivars

ConradKleykamp/Supervised-News-Text-Classification-with-DistilBERT

Classifying news articles about 'health' or 'wellness' using DistilBERT

ConradKleykamp/Obesity-Classification-with-LightGBM

Multi-class classification task of determining an individual's level (or lack) of obesity, using LightGBM

ConradKleykamp/Wine-Quality-Supervised-Learning

Binary classification task of determining whether a red wine is 'good' or 'bad'

ConradKleykamp/Monet-and-CycleGAN

Using GANs to Create Monet Style Art (CycleGAN)

ConradKleykamp/Disaster-Tweets-Classification-NLP-and-LSTM

Using a RNN with LSTM to predict whether or not a Tweet contains language which identifies a disaster

ConradKleykamp/Histopathologic-Cancer-Detection-with-CNN

Developing a convolutional neural network using Keras to identify metastatic tissue in histopathologic scans of lymph node sections

ConradKleykamp/IBM-Applied-Data-Science-Capstone

Leveraging machine learning to predict whether a SpaceX first stage rocket will successfully land

ConradKleykamp/ConradKleykamp

ConradKleykamp/Johns-Hopkins-COVID19-Data-Analysis

Simple data analysis project as part of CU Boulder's MS Data Science Program

ConradKleykamp/NYPD-Shooting-Incident-Data-Analysis

Simple data analysis project as part of CU Boulder's MS Data Science Program