Do you know why "AI, ML, deep learning, and generative AI" aren't just different buzzwords for the same thing, but four distinct layers, each with its own place inside SAP's technology landscape? This is Module 1 of the SAP AI Masterclass, and it starts exactly where every strong foundation should: separating AI from machine learning from deep learning from generative AI in plain language, then connecting each one to real SAP BTP architecture. If you've been nodding along in conversations about "AI in SAP" without fully grasping the technical layers underneath, this session finally makes it click.
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Chapters:
00:00 Introduction
00:58 AI & Machine Learning Basics
10:02 Generative AI Overview
21:00 Course Scope & SAP Joule
28:54 SAP ECC vs S/4HANA
37:50 AI Use Cases
43:16 Python & Course Structure
48:45 Joule & AI Agents Q&A
53:13 SAP & Non-SAP Integration
In this video, you'll learn:
What artificial intelligence really means in a business context: systems that think, learn, and act like humans to automate processes and improve decision-making
The core definition of machine learning, systems that learn patterns from data instead of being explicitly programmed
The three fundamental machine learning approaches: supervised learning (labeled data), unsupervised learning (data-driven pattern discovery), and reinforcement learning (learning through feedback)
What deep learning actually is, how it mimics the human brain using neural networks, and real SAP examples like OCR for invoices and document information extraction
Where generative AI fits into this hierarchy, and how it differs from traditional predictive machine learning models
How SAP BTP acts as the training and execution ground for these models, from data ingestion to prediction output and insights delivered back to business processes
A practical walkthrough connecting theoretical ML concepts (like supervised learning's X-to-Y mapping) to real BTP scenarios and instances
This foundational hierarchy, AI containing ML, containing deep learning, containing generative AI, is the mental model you'll keep returning to throughout the entire masterclass, so it's worth getting rock solid here before moving forward.
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