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

Python, FastAPI, Streamlit UI – Step by step ML Model Creation, Training Model and Deployment using Business App Studio

What you’ll learn
Hands-on Project: Data Prep, Model Training, API Creation & UI Deployment
End-to-End ML App Development using Python
Creating API , using FastAPI
Creating UI using StreamLit
Deployment to SAP BTP cloud foundry

Requirements
Basic Python Programming knowledge
SAP BTP Trial account

Description
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 engineeringModel training using Logistic RegressionEvaluating the model (Accuracy, Precision, Recall, F1, AUC)Saving the trained modelBuilding an API with FastAPICreating a UI with StreamlitDeploying 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, Matplotlib, SeabornBy the end, you will have a cloud-deployed ML application that you built entirely by yourself.Happy Learning !!

Who this course is for
AI ML Enthusiasts
SAP Consultants
Data scientists
Data engineers
Beginners

https://www.udemy.com/course/sap-btp-bas-ai-dev-machine-learning-build-train-deploy/