Extending SAP with Custom AI Models Training

Live Online & Classroom Enterprise Training

Extending SAP with Custom AI Models is a course that teaches how to integrate and deploy custom AI/ML models within SAP environments to enhance business processes with intelligent automation and tailored insights.

Looking for a private batch ?

REQUEST A CALLBACK

Enterprise Reporting
Lifetime Access
CloudLabs
24x7 Support
Real-time code analysis and feedback

What is Extending SAP with Custom AI Models Training about?

This course teaches how to extend SAP applications with custom-built AI/ML models using SAP AI Core, SAP AI Launchpad, and SAP Business Technology Platform (BTP). Participants will explore the full lifecycle of machine learning models—from development and deployment to monitoring—while learning how to operationalize TensorFlow/PyTorch models as SAP AI Business Services and integrate them into SAP applications.

What are the objectives of Extending SAP with Custom AI Models Training ?

Understand and manage the lifecycle of ML models in SAP environments
Use SAP AI Core & AI Launchpad for orchestrating model deployment and inference
Deploy and expose custom TensorFlow/PyTorch models as APIs
Integrate custom models with SAP applications using SAP BTP
Implement MLOps best practices using SAP AI Core and GitHub pipelines
Monitor, retrain, and manage models using SAP’s AI ecosystem

Who is Extending SAP with Custom AI Models Training for?

SAP Developers and Extension Architects
Data Scientists and ML Engineers working with SAP ecosystems
SAP BTP Consultants
Technical Product Owners working on AI-enabled business services
Innovation or AI CoEs within SAP customer/partner organizations

What are the prerequisites for Extending SAP with Custom AI Models Training?

Prerequisites:

Proficiency in Python and basic ML concepts
Familiarity with SAP BTP or cloud-native development
Knowledge of APIs and containerization (Docker/Kubernetes is a plus)

Learning Path:

Introduction to SAP BTP
AI/ML Model Development (TensorFlow, PyTorch)
SAP AI Core Fundamentals
SAP Integration Suite or API Management Basics

Related Courses:

CLD900 – SAP AI Foundation
OpenSAP – Operationalizing Machine Learning with SAP AI Core
SAP BTP Extension Suite Overview
ML Flow / MLOps Fundamentals (optional)

Available Training Modes

Live Online Training

4 Days

Course Outline Expand All

Expand All

Module 1: Introduction to Custom AI in the SAP Ecosystem

Why extend SAP with custom AI

Use cases: Predictive maintenance, fraud detection, personalization, etc.

Overview of SAP BTP, AI Core, and AI Launchpad

Module 2: Machine Learning Model Lifecycle & MLOps

Model development pipeline using TensorFlow/PyTorch

Versioning, packaging, and registering models

Introduction to MLOps and CI/CD for ML

Module 3: SAP AI Core and AI Launchpad Deep Dive

Architecture and components

AI Core project structure and workflows

Deploying inference pipelines

AI Launchpad for model monitoring and re-training

Module 4: Integration with SAP Applications

Exposing models as SAP AI Business Services

Consuming models via API calls in SAP UI5, SAP CAP, or SAP S/4HANA

Authentication and security setup using SAP BTP

Module 5: Hands-On Lab

Train and package a custom model

Create an AI Core project and configure inference pipelines

Expose as a REST API and consume it in a sample SAP Fiori or CAP app

Module 6: Monitoring, Retraining & Scaling

Logging and error tracking

Model drift detection and automation

Integrating GitHub Actions for retraining workflows

Resource scaling and performance tuning

Who is the instructor for this training?

The trainer for this Extending SAP with Custom AI Models Training has extensive experience in this domain, including years of experience training & mentoring professionals.

Extending SAP with Custom AI Models Training - Certification & Exam

Certification:

SAP Certified Development Associate – Extension Developer for SAP BTP
TensorFlow Developer Certification
Microsoft Azure AI Engineer or Google Cloud ML Engineer

Reviews

My outlook on training changed completely after attending SpringPeople BPC training. The content, the trainer and infrastructure at SpringPeople were top notch and perfectly in tune with the industry requirements. Regardless to say, training is now something that I look forward to to. Kudos to everyone at SpringPeople!

Shweta Priya

Sony

I attended the 3-day AngularJs training at SpringPeople. The trainer was an industry veteran with vast experience in the subject. Notably, the hands-on training, and the Q&A session stood out. Overall, I found SpringPeople a great place to learn with excellent facilities and great trainers. Would recommend SpringPeople to my colleagues and friends.

Swati Singh

I attended the training on API Design for Mulesoft. The sessions were well planned and value-laden. I benefited immensely from the hands-on experience enabled through virtual labs. I would like to specifically commend the efficiency of the support team who were always available to resolve my concerns.

Nikhil Kohli

Stryker

I attended the jQuery training batch, conducted by Mr. Vijay, an SME who did a thorough coverage of all the essentials. He took us through concepts such as jQuery animations, event handlers, plugins, and jQuery-UI by small programs, very easily. The sessions were useful and well structured. By the end of the training, I was well equipped to develop a SPA on Product Management System. Overall, the learning experience at SpringPeople was great!

Heena Rajan

Mindtree