AIFLX

Library / Artificial Intelligence

SAP BTP BAS AI Dev: Machine Learning ~ Build, Train, Deploy

On Udemy

About this course

Are you ready to build real Machine Learning applications on SAP BTP like a modern AI developer?

This hands-on course teaches you how to build, train, deploy, and run a complete ML application on SAP’s Business Technology Platform — using an industry-standard tech stack: Python, Scikit-Learn, FastAPI, Streamlit & Cloud Foundry.

You won’t just learn theory — you will build a real-world Heart Disease Prediction App from scratch, including:

  • Data preparation & feature engineering
  • Model training using Logistic Regression
  • Evaluating the model (Accuracy, Precision, Recall, F1, AUC)Saving the trained model
  • Building an API with FastAPICreating a UI with Streamlit

Deploying the backend & frontend to Cloud FoundryRunning everything directly inside SAP Business Application Studio (BAS)This is one of the first and only end-to-end ML project courses built specifically for the SAP BTP ecosystem.

If you're aiming to combine AI skills + SAP skills, this course puts you ahead of 99% of developers.

Whether you're a Python enthusiast, Machine Learning beginner, SAP developer, or a professional looking to enter the AI space — this course gives you the exact skills you need.

Tools & Technologies You Will UsePython 3Pandas, NumPy, Scikit-LearnFastAPIStreamlitJoblibSAP Business Application StudioSAP BTP Cloud FoundryUvicorn, Requests, Matp

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