Sebastian1981
“It doesn't matter how beautiful your theory is, it doesn't matter how smart you are. If it doesn't agree with experiment, it's wrong.” ― Richard P. Feynman
Physicist | Data Scientist | Machine Learning ExpertHeidelberg
Pinned Repositories
AWS_Sagemaker_CVD_Prediction
predict cardiovascular desease in aws using sagemaker
CustomerAnalytics_CLV
ML Based CLV Estimation
CustomerAnalytics_CreditDefaultPrediction
credit default prediction app
DataAnalytics
Sebastian´s personal website
Healthrisk_Modeling
diabetis risk prediction api
natural_language_processing
topic modeling API
NLP_Text_Generation_Webapp
select topic and use ChatGPT to generate articles
Object_Detection
detect objects in image using custom trained model applying azure cognitive serices
Sales_Prediction
Use machine learning to find out what drives sales and predict sales
Time_Series_Sales_Prediction
predict sales based on time series data explicitely using deep learning
Sebastian1981's Repositories
Sebastian1981/CustomerAnalytics_CLV
ML Based CLV Estimation
Sebastian1981/Time_Series_Sales_Prediction
predict sales based on time series data explicitely using deep learning
Sebastian1981/AWS_Sagemaker_CVD_Prediction
predict cardiovascular desease in aws using sagemaker
Sebastian1981/CustomerAnalytics_CreditDefaultPrediction
credit default prediction app
Sebastian1981/DataAnalytics
Sebastian´s personal website
Sebastian1981/Healthrisk_Modeling
diabetis risk prediction api
Sebastian1981/natural_language_processing
topic modeling API
Sebastian1981/NLP_Text_Generation_Webapp
select topic and use ChatGPT to generate articles
Sebastian1981/Object_Detection
detect objects in image using custom trained model applying azure cognitive serices
Sebastian1981/Sales_Prediction
Use machine learning to find out what drives sales and predict sales
Sebastian1981/Text_Analysis
Analyse text using Azure Cognitive Services
Sebastian1981/AWS_Sagemaker_Abalone_Age_Prediction
predict age of abalone using sagemaker ´s scriptmode xgb model
Sebastian1981/AWS_Sagemaker_Clarify_4Responsible_AI
build a fair and explainable model with sagemaker clarify
Sebastian1981/AWS_Sagemaker_Customer_Segmentation
segment customers based on their behaviours
Sebastian1981/AWS_Sagemaker_Insurance_Premium_Prediction
predict insurance premium based on client data
Sebastian1981/AWS_Sagemaker_Marketing_XGB_Classifier_Tuning
implement a hyperparameter tuned model to predict the bank customers likely to sign a loan
Sebastian1981/AWS_Sagemaker_Pipeline
inference pipeline to predict abalone age
Sebastian1981/AWS_Sagemaker_Salary_Prediction
predict salary using aws sagemaker
Sebastian1981/AWS_Sagemaker_Sales_Prediction
predict retail sailes
Sebastian1981/CBM_DataSimulator
Synthetic Data Simulator for CBM (=Condition-Based-Maintenance)
Sebastian1981/CBM_Survival_Analysis
Survival Analysis for Customer Churn and more...
Sebastian1981/Churn_Prediction_AutoML
implementation of a customer churn model using auto-ml
Sebastian1981/covid_prediction
covid prediction app
Sebastian1981/Insurance_Bill_Prediction
web app to predict insurance bills
Sebastian1981/Marketing-Sales-Conversion-Prediction-Webapp
predict conversion probability to optimize marketing campaign
Sebastian1981/Marketing-Sales-Customer-Churn-Prediction-Webapp
predict customer churn
Sebastian1981/Marketing-Sales-Customer-Segmentation-Webapp
web app to segment customers using ai based approach
Sebastian1981/Operations_Research
optimize operations
Sebastian1981/Stock_Prediction
predict stock prices
Sebastian1981/Traffic_Sign_Classification
classify trafic signs for autonomous driving