Master-Level

• Master Informatik/KI

  • Awesome Concurrency
  • Stanford CS149, Parallel Computing
  • Amdahl's Law
  • Introduction to **Parallel Computing Tutorial**
  • Applications of Parallel Computers
  • Awesome Parallel Computing Resources
  • GPU architecture and CUDA Programming
  • Programming Massively Parallel Processors: A Hands-on Approach
  • GPU Work Graphs
  • Async and Await - is-no-thread.html)**, **[Don't Block on Async Code](http://blog.stephencleary.com/2012/07/dont-block-on-async-code.html)** sowie sein obiges Buch | CodinGame [Your **Ultimate** async / await **Tutorial** in C#](https://www.codingame.com/playgrounds/4240/your-ultimate-async-await-tutorial-in-c/introduction)
  • Asynchronous Programming in JavaScript for Beginners
  • Awesome (**Python**) asyncio - swift-async-await) |
  • Distributed systems for fun and profit
  • **5 Challenges** in Building Distributed Systems - Technical Readers)
  • **8 Fallacies** of Distributed Computing
  • MVCC
  • RAFT
  • Rich Hickey
  • Catalog of Patterns of Distributed Systems
  • Mind Your State for Your State of Mind
  • Awesome Distributed Systems
  • Awesome GPU - CUDA) | [Awesome WebGPU](https://github.com/mikbry/awesome-webgpu)
  • The System Design Primer - Shortener, Twitter or Facebook timeline and search, Web Crawler, Mint.com, data structures for a social network, key-value store for a search engine, Amazon sales ranking
  • ByteByteGo System Design Interview - value Store, URL-Shortener, Web Crawler, News Feed System, Chat System, YouTube, Hotel Reservation System, Real-time Gaming Leaderboard
  • Documenting Architecture Decisions
  • ADR GitHub Org - Tooling](https://adr.github.io/adr-tooling/))
  • ADR-Template Sammlung - Templates](https://adr.github.io/adr-templates/) von ADR.github.org
  • Automatisierte Architekturprüfungen mit **ArchUnit** – Praxiswissen
  • Manchester Family History **Advanced OWL Tutorial**
  • **Riskiest** Cloud Native AWS **Configurations**
  • **8 Fallacies** of Distributed Computing
  • Grokking the System Design Interview - design-primer) | [18 System Design Concepts Every Engineer Must Know Before the Interview](https://www.designgurus.io/blog/system-design-interview-fundamentals)
  • Architektur-Spicker
  • Enterprise Integration Patterns
  • Clean Architecture
  • Langlebige Software-Architekturen
  • Domain-Driven Design
  • Implementing Domain-Driven Design
  • Patterns of Enterprise Application Architecture
  • UML@Work - wissenschaftlichen Perspektive; etwas älter aber weitestgehend zeitlos
  • Generative Programming - System-Familien
  • V-Modell XT
  • Enterprise Architecture Management - einfach und effektiv: Ein praktischer Leitfaden für die Einführung von EAM
  • Quasar
  • **Applying UML and Patterns**: An Introduction to Object-Oriented Analysis and Design and Iterative Development
  • Eberhard Wolff - architektur.tv](https://software-architektur.tv/chronologisch.html)** | [Carola Lilienthal](https://www.youtube.com/results?search_query=Carola+Lilienthal) (WPS) | [Gernot Starke](https://www.youtube.com/results?search_query=gernot+starke) (INNOQ) | [Stefan Zörner](https://www.youtube.com/results?search_query=stefan+z%C3%B6rner) (embarc)
  • **Test-Driven Development**: By Example
  • Syllabus der ISTQB **Agile Tester**
  • Automatisierte Architekturprüfungen mit **ArchUnit** – Praxiswissen
  • **Agile Engineering Fluency** – Stages of Practice Map
  • IAPM **Project Management** Guide 2.0
  • **PMBOK**® Guide
  • PMP Exam Prep
  • Basiswissen Requirements Engineering
  • **BABOK**© Guide
  • User Stories Applied
  • User Story Mapping
  • What Is IEC 61508?
  • The Safety Critical Systems Handbook
  • SOCRadar **Top-10** - hacker-search-engines) sowie Google Dorking via [**Google** Hacking Database](https://www.exploit-db.com/google-hacking-database)
  • A generalized relational schema for an integrated clinical patient database
  • Analytische Fensterfunktionen - sql.com/caniuse/over_(empty_over_clause)>) in Verbindung mit **[LAG | LEAD](https://learnsql.com/blog/lead-and-lag-functions-in-sql/)** | FIRST | LAST | RANK | DENSE_RANK ⚠️
  • **EXPLAIN** …;
  • Datenbanksysteme: Konzepte und Techniken der Implementierung
  • Database Systems: The Complete Book - Molina, Ullman & Widom
  • Mobile Sites Optimization
  • NGINX Cookbook - admins-handbook) fürs Hardening
  • BPMN 2.0
  • **Praxishandbuch BPMN**: Mit Einführung in **DMN**
  • Semantic Web
  • **Semantic Web for the Working Ontologist**: Effective Modeling for Linked Data, RDFS, and OWL
  • **Semantische Technologien**: Grundlagen. Konzepte. Anwendungen.
  • **Knowledge Graphs**: Methodology, Tools and Selected Use Cases
  • Geospatial Semantic Web
  • **Google** knowledge graph - product-graphs-automatically), etc.
  • **Graph Databases For Dummies**, Neo4j Special Edition
  • Building a Secure Computer System
  • Shared Responsibility Model - rules-for-better-cloud-security/) | [The Shared Responsibility Model for Cloud Security **is Broken**](http://www.linkedin.com/posts/mattdfuller_fwdcloudsec-2020-shared-security-responsibility-activity-6683498210704584704-faPz/) von Matt Fuller | **[Cloud Security Orienteering](https://tldrsec.com/p/blog-cloud-security-orienteering)** von Rami McCarthy | aquasec [cloud native wiki » **cloud security**](https://www.aquasec.com/cloud-native-academy/cspm/cloud-security/)
  • **Best Practices** for Security, Identity, & Compliance - Architected Framework: **Security Pillar**](https://docs.aws.amazon.com/wellarchitected/latest/security-pillar/welcome.html)
  • Amazon **EKS Best Practices** Guide for Security
  • Privacy-preserving Machine Learning - privacy-awesomeness.html) | [Awesome Privacy-Preserving Machine Learning](https://github.com/innovation-cat/awesome-privacy-preserving-machine-learning) | [Awesome Differentlia Privacy #1](https://github.com/menisadi/awesome-differential-privacy) | [Awesome Differentlia Privacy #2](https://github.com/Billy1900/Awesome-Differential-Privacy)
  • Buying Security
  • Nicht so unveränderlich, dezentral und unantastbar-ggb-staatlichem-Eingriff wie man meint
  • Concurrent Object-Oriented Programming
  • Communicating Sequential Processes
  • **POSA2**: Patterns for Concurrent and Networked Objects
  • Concurrency in C# Cookbook
  • Stanford CS149, Parallel Computing
  • GPU Work Graphs
  • Async and Await - is-no-thread.html)**, **[Don't Block on Async Code](http://blog.stephencleary.com/2012/07/dont-block-on-async-code.html)** sowie sein obiges Buch | CodinGame [Your **Ultimate** async / await **Tutorial** in C#](https://www.codingame.com/playgrounds/4240/your-ultimate-async-await-tutorial-in-c/introduction)
  • Asynchronous Programming in JavaScript for Beginners
  • The **Design Patterns for Distributed Systems** Handbook
  • Algorithms for Modern Hardware
  • **Microsoft** Architecture Guides
  • MonetDB/X100: Hyper-**Pipelining** **Query Execution**

• M.Sc.: Big Data and Cloud Computing for AI

  • Enabling Fast **Differentially Private** SGD via Just-in-Time Compilation and Vectorization
  • Awesome GDPR - privacy)
  • **Big Data** Disclaimer
  • Data Mesh - mesh-principles.html)
  • BEAM✲
  • Einordnung - Data-Warehouse-Design-Sampler.pdf) aus dem Buch
  • Handbook of Big Data Technologies
  • Mining of Massive Datasets (**MMDS**)
  • Kafka by Example - docs-stable/)** » Learn Flink: Hands-on Training | **[Kafka vs. RabbitMQ](https://www.upsolver.com/blog/kafka-versus-rabbitmq-architecture-performance-use-case)**
  • How to beat the CAP theorem
  • Questioning the Lambda Architecture
  • Awesome **Log Analysis**
  • A Drill-Down Into Exasol
  • The Snowflake Elastic Data Warehouse - spent-another-6-hours-understanding-the-design-principles-of-snowflake-heres-what-i-found-dea9fd74ae96) (2024) von Vu Trinh
  • Embedded Analytics
  • Kubernetes **Learning Roadmap**
  • Certified Kubernetes Administrator Study Guide
  • **Martin Fowler** über Serverless
  • The Scale to Zero Problem - to-zero-with-kubernetes)
  • Parse
  • Container Security - to-improve-your-docker-containers-security-cheat-sheet/)** | **[Best practices for managing and storing secrets](https://blog.gitguardian.com/secrets-api-management/)** | **[Kubernetes Hardening Tutorial](https://blog.gitguardian.com/kubernetes-tutorial-part-1-pods/)**
  • Awesome **Cloud Native Tutorials**
  • **BlockChain Developer** Roadmap
  • Polkadot Whitepaper
  • Dev-Doku
  • Awesome Blockchain
  • SAE J3016 Levels of Driving Automation
  • tensorflow.org Tutorials
  • Understanding **Large Language Models** – A Transformative Reading List
  • Awesome **Machine-Learning Tutorials** - production-machine-learning) | [My Self-Created **Artificial Intelligence Masters Degree**](https://hackernoon.com/my-self-created-ai-masters-degree-ddc7aae92d0e?source=linkShare-dbc019e228f5-1513738324) | [Awesome AI Awesomeness](https://github.com/amusi/awesome-ai-awesomeness)
  • Learn Spark from Experts - spark-python#gs.fMIIqxM)** | datacamp [Getting Started with **Pyspark**](https://www.datacamp.com/tutorial/pyspark-tutorial-getting-started-with-pyspark#gs.fMIIqxM)
  • R for Data Science
  • Awesome **Data Science #1** - datascience.html)
  • Einordnung - Data-Warehouse-Design-Sampler.pdf) aus dem Buch
  • Kafka by Example - docs-stable/)** » Learn Flink: Hands-on Training | **[Kafka vs. RabbitMQ](https://www.upsolver.com/blog/kafka-versus-rabbitmq-architecture-performance-use-case)**
  • A Drill-Down Into Exasol
  • The efficient way to publish **multi-arch containers** from GitHub Actions
  • Certified Kubernetes Administrator Study Guide
  • Auth0 - management-with-aws-cognito-1-3-initial-setup-a1a692a657b3/)**
  • Polkadot Whitepaper
  • Dev-Doku

• M.Sc.: Bonusliste

  • Die Organisation des Wissens
  • dt. Liste - Z](https://www.anti-bias.eu/wissen/biases-von-a-z/)
  • Kognitive Dissonanz - brain/paradox-of-human-expertise-why-experts-get-it-wrong/D7D9DCD8E0074ACA9C66B2C044177A74), [Dunning-Kruger-Effekt](https://de.wikipedia.org/wiki/Dunning-Kruger-Effekt), [Brandolinis Gesetz](https://de.wikipedia.org/wiki/Brandolinis_Gesetz)
  • Widerlegen, aber richtig
  • Programs, life cycles, and laws of **software evolution** - classification](https://www.expressionsofchange.org/lehman-spe-classification/)**
  • **BPR implementation process**: an analysis of key success and failure factors
  • Six Sigma - defectives-six-sigma/)
  • Distracting software engineers is much more harmful than you think
  • Mit der **5-Satz-Technik** zur perfekten Rede
  • **Presentation Zen**: Simple Ideas on Presentation Design and Delivery
  • Die 10 Besten Tricks von Steve Jobs
  • slide:ology
  • Takahashi - Methode / [Lessig](https://presentationzen.blogs.com/presentationzen/2005/10/the_lessig_meth.html)-Methode
  • Pecha Kucha
  • Einführung in die **Systemtheorie**
  • Zurück an die Arbeit
  • Wir führen anders!
  • Befreiende Impulse für Manager
  • Holocrazy
  • The Practice of Management
  • Club of Rome
  • New Work
  • Eine kompakte Einführung in die Systemtheorie
  • Wie C-Level Funktionen Dein Führungsteam zerstören können
  • Was ist eine gute Strategie?
  • Glaubenssätze in traditionellen Unternehmen
  • Welches Spiel spielt Dich?
  • Wie lassen sich Organisationen wirksam irritieren?
  • Beliebte Denkfehler und -fallen
  • Wie diese Unternehmen die individuellen Zielvereinbarungen abgeschafft haben
  • Welche Rolle spielt HR in der neuen Arbeitswelt?
  • 5 Anzeichen, dass Eure Mitarbeiter doch noch motiviert sind
  • Die Ämterfalle: Wie Du Talente verheizt
  • Warum eine Führungskraft kein Coach sein kann
  • Der Talent-Irrtum
  • Magische Emergenz
  • Work early, Hire late, Fire slow
  • Wie ich mich in der Generation Y getäuscht habe
  • Mein perfekter Chef (den ich nie hatte)
  • Immer gegen die Wand gelaufen
  • Meeting-Wahnsinn: Wieso die üblichen Tipps nichts bringen
  • Die 6 Phasen zur Führungsmeisterschaft
  • Möge die Macht mit euch sein
  • Chris Croft
  • **Objectives & Key Results (OKR)**: Das agile Betriebssystem für moderne Organisationen
  • Die größten Fake News Rund um OKR
  • i-nexus **Hoshin Kanri** Guide
  • **SWOT**-Analyse
  • 1979 internal presentation at IBM
  • The **engineering KPIs** that actually matter
  • Sunk-Cost fallacy
  • Base-Rate Fallacy
  • Planning Fallacy
  • Escalation of Commitment
  • Asymmetrically Dominated Choice
  • Loss Aversion
  • Decoy Effect
  • 10 Tipps zur wirksamen Transformation im Mittelstand
  • 3 konkrete Ideen um mit einem unlösbaren Problem umzugehen
  • Der schädliche Zielreflex
  • Wieso wirksame Veränderung auf Appelle verzichtet
  • Verkündet Entscheidungen, keine Vorhaben
  • Wie man ein Unternehmen erfolgreich verändert
  • Mit meinen Leuten geht das nicht