djirmgard Goto Github PK

arvato-udacity-project

Machine learning project to cluster customer groups and forecast responses.

aws-sagemaker-case-studies

Different case studies for training and deploying ML model using AWS Sagemaker.

disaster_response_pipeline_project

Machine learning project to classify messages sent after a disaster.

djirmgard

Config files for my GitHub profile.

dog-classifier

Udacity data science project to create a convolutional neural network that classifies dog breeds.

machine-learning

Content for Udacity's Machine Learning curriculum

ml_sagemaker_studies

Case studies, examples, and exercises for learning to deploy ML models using AWS SageMaker.

plagiarism-detector

Udacity project to build a plagiarism detector that examines a text file and performs binary classification. Classification models used are Linear Learner, Random Forest Classfier and Neural Network, which are trained and deployed on AWS Sagemaker. The text file is labeled as either plagiarized or not, depending on how similar that text file is to a provided source text.

recipes

reflections

sagemaker-deployment

Code and associated files for the deploying ML models within AWS SageMaker

sagemaker_sentiment_analysis_webapp

Udacity project to create and deploy a web app using Amazon SageMaker and other microservices. RNN is trained as classifier for movie review sentiment analysis.

stackoverflow

Findings from Stackoverflow 2017

ud_ds_blog

Here you can find data, script and results of my blog post on Airbnb Seattle that I wrote for the Udacity Data Science Nanodegree.

udacity-capstone-proposal

A proposal for solving an analytical problem by applying machine learning algorithms and techniques.