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Structured learning paths through SAP, AI, and technology fundamentals.

Artificial Intelligence 7 learning series 35 chapters 7 series
Artificial Intelligence

AI Foundations

A ground-up path into how modern AI actually works — separating AI from machine learning and deep learning, understanding the neural network underneath, learning what a large language model is, how it is trained, and how generative AI turns tokens and embeddings into output.

5 chapters · 43 min total
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Artificial Intelligence

Working with LLMs

How to get reliable, controllable output from a language model — writing effective prompts, tuning the sampling parameters that shape responses, engineering the full context window, and understanding how models remember and forget across a conversation.

4 chapters · 32 min total
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Artificial Intelligence

RAG & Grounding LLMs

How to ground a language model in your own data — deciding between fine-tuning, prompt engineering and retrieval, understanding what RAG is, how vector databases make semantic search possible, and the real decisions involved in building a production RAG pipeline.

4 chapters · 35 min total
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Artificial Intelligence

AI Agents

A complete path into agentic AI — what an agent actually is, how it reasons through problems with patterns like ReAct, where it sits on the spectrum from assistant to autonomous system, how multiple agents coordinate, and how MCP connects agents to real tools and data.

5 chapters · 46 min total
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Artificial Intelligence

AI in Production

Moving AI from prototype to production — mapping where AI fits in the enterprise, running it with a real LLMOps operating model, measuring quality beyond misleading benchmarks, and keeping cost and latency under control at scale.

5 chapters · 42 min total
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Artificial Intelligence

Responsible & Safe AI

The trust and safety layer of AI — why models hallucinate, how prompt injection attacks work and how to defend against them, what data sovereignty really means, the essentials of AI ethics, the regulation now shaping the field, and the deeper alignment problem behind it all.

7 chapters · 62 min total
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Artificial Intelligence

The AI Model Landscape

Understanding the range of AI models before you choose one — the trade-offs between open and closed source, when a small language model is the right call, how reasoning models use test-time compute, how multimodal models handle text, image and audio, and a framework for choosing.

5 chapters · 42 min total
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Technology - SAP 12 learning series 54 chapters 12 series
Technology - SAP

SAP Fundamentals

The absolute-beginner path into SAP — what ERP means, what SAP is in plain English, what the HANA in-memory database brings, how S/4HANA works and differs from ECC, and the core modules that run the business.

6 chapters · 57 min total
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Technology - SAP

Moving to S/4HANA

The transformation journey to S/4HANA — choosing between greenfield, brownfield and bluefield migrations, running the project with SAP Activate, understanding what RISE and GROW actually bundle and which fits, and the clean core strategy that governs every build decision.

5 chapters · 41 min total
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Technology - SAP

Building on SAP BTP

How modern SAP development works on the Business Technology Platform — what BTP is, getting hands-on with it, where your code runs across Cloud Foundry and the ABAP environment, and building pro-code apps with CAP and low-code apps with Build.

5 chapters · 36 min total
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Technology - SAP

Modern ABAP Development

The modern ABAP stack for S/4HANA — the fundamentals that still matter, object-oriented ABAP, building the data model with CDS views and the VDM, developing services with the RAP framework, and exposing them over the OData protocol.

5 chapters · 49 min total
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Technology - SAP

SAP Fiori & UX Fundamentals

How the SAP user experience is built and shipped — the difference between SAPUI5, Fiori and Fiori Elements, the design principles behind every Fiori app, configuring the Fiori Launchpad that surfaces them, and deploying with CTMS and CI/CD on BTP.

4 chapters · 52 min total
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Technology - SAP

SAP Fiori & UX Architecture

The architecture-level decisions that sit above Fiori mechanics — choosing the right frontend at all, the Clean Core trade-off between Fiori Elements and freestyle SAPUI5, getting Fiori deployment right across embedded, hub and SAP Build Work Zone for a multi-system landscape, and designing Fiori authorization that scales past one system.

4 chapters · 31 min total
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Technology - SAP

SAP Security & Authorisation

Securing an SAP landscape — how roles and authorisations work, governing access and segregation of duties with GRC, managing cloud identity with IAS and IPS, and the full range of Fiori authentication scenarios.

4 chapters · 41 min total
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Technology - SAP

SAP Basis & Operations

The technical operation of SAP systems — the Basis layer underneath every system, moving changes safely with transport requests, monitoring performance with the right tools, and running modern operations with Cloud ALM.

3 chapters · 25 min total
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Technology - SAP

SAP Data, Analytics & AI

SAP's intelligence stack from the ground up — the data fabric of Datasphere, the unified foundation of Business Data Cloud, analytics and planning in SAP Analytics Cloud, process intelligence with Signavio, and the Joule and Business AI layer on top.

5 chapters · 38 min total
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Technology - SAP

Business AI & Agentic Architecture

What actually makes AI agents work reliably in SAP — the clean-core foundation every agent depends on, how Joule Studio builds them, how the AI Agent Hub governs them, and the identity model underneath that makes them auditable.

4 chapters · 34 min total
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Technology - SAP

SAP Integration

How SAP systems connect to everything else — the classic IDoc, BAPI and RFC mechanisms, the modern Integration Suite, event-driven integration with Event Mesh, and the integration patterns that decide which approach to use.

3 chapters · 32 min total
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Technology - SAP

SAP Solution Architecture Foundations

The baseline for the SAP Solution Architect role — what the job actually covers versus a functional consultant, technical architect or enterprise architect, the core S/4HANA architecture decisions that shape everything downstream, and how SAP's own reference architecture fits inside TOGAF.

6 chapters · 47 min total
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Technology - Non SAP 8 learning series 28 chapters 8 series
Technology - Non SAP

How the Web Works

The mental model every developer needs for the web — how servers actually work, how HTTP requests and responses move, how data travels across networks with TCP/IP, and how DNS turns names into addresses.

3 chapters · 23 min total
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Technology - Non SAP

Web Security Essentials

The building blocks of securing web systems — encryption fundamentals, how HTTPS establishes trust through certificate chains and the TLS handshake, how JSON Web Tokens carry identity, how OAuth and OpenID Connect handle modern login, and the essentials of API security.

3 chapters · 35 min total
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Technology - Non SAP

Working with APIs

A practical path through API design — what an API is, the principles of good REST design, how GraphQL compares as an alternative, and how to document APIs so others can actually use them.

4 chapters · 34 min total
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Technology - Non SAP

Event-Driven & Messaging

How modern systems communicate asynchronously — the concept of event-driven architecture, the difference between webhook push and REST pull, and choosing between Kafka and RabbitMQ for enterprise messaging.

3 chapters · 24 min total
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Technology - Non SAP

Data Formats

The data formats every developer meets — JSON from zero to confident, XML and where SAP still uses it, and YAML and when to choose it over JSON.

3 chapters · 26 min total
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Technology - Non SAP

Cloud-Native Architecture

How modern applications are built and run — the cloud service models of IaaS, PaaS and SaaS, why containers and Docker matter, how Kubernetes orchestrates them, the serverless model, and the microservices architecture it all enables.

4 chapters · 35 min total
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Technology - Non SAP

Developer Toolchain

The everyday tools that get code from your machine to production — the Linux command line, version control with Git, GitHub and VS Code, the deeper mental model of Git, automated testing, and CI/CD pipelines.

6 chapters · 55 min total
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Technology - Non SAP

Databases

The database foundations every developer needs — the SQL queries that cover most of what you need, how transactions and ACID guarantee correctness, how indexing keeps queries fast, and what the SQL vs NoSQL difference actually means.

2 chapters · 17 min total
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Program Delivery 1 learning series 4 chapters 1 series
Program Delivery

Program Delivery Skills

The 'soft' architecture skills that decide whether a program actually ships — running a discovery workshop that produces real decisions, turning fit-gap output into a blueprint freeze that holds, facilitating disagreement between business, IT and finance, and getting architecture decisions signed off in terms a sponsor actually owns.

4 chapters · 36 min total
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