Bachelor-Level

• Bachelor Informatik/KI

  • **How Do You Authenticate, Mate?** – A definitive guide to authentication for software - do-you-authenticate-mate-f2b70904cc3a)
  • Should I Use **JWT**s For Authentication Tokens?
  • Mastering Session Authentication
  • How to implement **JWT authentication** with the **MERN** stack
  • Securing - node-applications.pdf)[](http://cdn.oreillystatic.com/pdf/securing-node-applications.pdf)[Applications](http://cdn.oreillystatic.com/pdf/securing-node-applications.pdf) (Protecting Against OWASP Top 10 Risks)
  • **Node.js** Security Best Practices - checklist/)
  • **Progressive Enhancement** and the Future of Web Design
  • Getting started with **Progressive Web Apps** - Definition
  • PWABuilder
  • Mastering Progressive Web App iOS Integration
  • Stanford **Android App Development**
  • Battery University
  • **OWASP** Top Ten
  • Holistic **Info-Sec for Web Developers** - for-free/courses/introduction-to-cyber-security)** von Great Learning | Stanford **[Web Security](https://web.stanford.edu/class/cs253/)**
  • **Cyber Security Expert** Roadmap
  • The **CLASP** Application Security Process
  • Secure Coding Practices **Checklist**
  • SEI CERT **Coding Standards** - content/uploads/2022/08/the-dos-and-donts-of-secure-coding.pdf)
  • Secure Coding Practices in Java
  • Syllabus der **A4Q Security Essentials**
  • Security-in-a-Box - security-checklist)**
  • Password Strength
  • **SecList**-Sammlung - Sammlung](https://www.skullsecurity.org/wiki/Passwords) | [**haveibeenowned**-Downloader](https://github.com/HaveIBeenPwned/PwnedPasswordsDownloader) | [weitere…](https://blog.g0tmi1k.com/2011/06/dictionaries-wordlists/)
  • Einführung in die Funktionsweise von **OpenPGP/GnuPG**
  • Phil Zimmermann
  • GnuPG - mit-GnuPG/!5020399/)
  • ProtonMail
  • Standardisierung-Schisma - Standards](https://proton.me/blog/openpgp-crypto-refresh): IETF: [OpenPGP / RFC 9580](https://datatracker.ietf.org/doc/rfc9580/) ([Sequoia-PGP](https://sequoia-pgp.org/), [ProtonMail](https://proton.me/community/open-source): [OpenPGP.js](https://github.com/openpgpjs/openpgpjs) und [GopenPGP](https://github.com/ProtonMail/gopenpgp)) vs. [Werner Koch](https://taz.de/Verschluesselung-mit-GnuPG/!5020399/): [LibrePGP](https://datatracker.ietf.org/doc/draft-koch-librepgp/) ([GnuPG](https://www.gnupg.org/), Thunderbird: [rnp](https://github.com/rnpgp/rnp))
  • Crypto 101
  • Baeldung Deep Dive into **Hashing** - team/BLAKE3-specs/blob/master/blake3.pdf)**)
  • Empfehlungen von **Password4j** - and-key-derivation/argon2)**)
  • **Microsoft** Resources
  • SSL-Zertifikatsketten
  • Explain it Like I’m 5 - knowledge-proofs/) / [Wikipedia](https://en.wikipedia.org/wiki/Zero-knowledge_proof)
  • Confidentiality, Integrity & Availability (**CIA Triad**)
  • **BSI IT-Grundschutz** Schulungen
  • PDF - entry/three-lines-of-defense/))
  • OWASP Top-10 for LLMs - Handreichung [Sicherer, robuster und nachvollziehbarer Einsatz von KI](https://www.bsi.bund.de/SharedDocs/Downloads/DE/BSI/KI/Herausforderungen_und_Massnahmen_KI.pdf) ggf. zzgl. [BSI AIC4 Kriterienkatalog](https://www.bsi.bund.de/SharedDocs/Downloads/EN/BSI/CloudComputing/AIC4/AI-Cloud-Service-Compliance-Criteria-Catalogue_AIC4.pdf)
  • OWASP-Einführung - Einführung](https://www.lakera.ai/blog/guide-to-prompt-injection) zzgl. berühmte **[Gandalf](https://gandalf.lakera.ai/)** Challenge von Lakera (inkl. [Solution](https://www.lakera.ai/blog/who-is-gandalf) sowie [weitere Übungen](https://gandalf.lakera.ai/adventure-8)
  • OWASP-Einführung
  • leaked-system-prompts - prompts-and-models-of-ai-tools](https://github.com/x1xhlol/system-prompts-and-models-of-ai-tools)
  • **Twitter/𝕏**-Disclosure
  • The Full Story of the Stunning **RSA Hack** Can Finally Be Told
  • Stuxnet - hack-north-korea)hack, **[SolarWinds](https://www.npr.org/2021/04/16/985439655/a-worst-nightmare-cyberattack-the-untold-story-of-the-solarwinds-hack)** hack, **[Terra/Luna](https://www.nytimes.com/2022/05/18/technology/terra-luna-cryptocurrency-do-kwon.html)** crash, **[Kaseya](https://en.wikipedia.org/wiki/Kaseya_VSA_ransomware_attack)** ransomware attack, **[log4j](https://en.wikipedia.org/wiki/Log4Shell)** Vulnerability log4shell, **[FTX](https://www.zeit.de/wirtschaft/geldanlage/2022-11/ftx-kryptowaehrungen-usa-senat-bitcoin)** Insolvenz, **[xz](https://www.heise.de/hintergrund/Die-xz-Hintertuer-das-verborgene-Oster-Drama-der-IT-9673038.html)**-Hintertür
  • PoisonGPT
  • Wir wissen, wo dein Auto steht - Video](https://www.youtube.com/watch?v=iHsz6jzjbRc)) aka "Volksdaten"
  • Covert Web-to-App Tracking via Localhost on Android
  • Panama Playlists
  • **HTML5 Security** Cheatssheet
  • **snyk** Warnhinweis
  • IAPM **Agile Project Management** Guide 2.0
  • Agile Manifesto - Arsed** Agile Software Development](https://www.halfarsedagilemanifesto.org/) vs. **[Prog MoFo](http://progmofo.com/)**)
  • The Agile Landscape v3
  • Boris Gloger **Scrum Checklist** - Scrum-Guide-US.pdf)** (2020) by Ken Schwaber and Jeff Sutherland | A **[Scrum Definition](https://www.michaelvizdos.com/interactive-scrum-guide#scrum_definition)** by Michael Vizdos
  • Priming Kanban
  • Retromat
  • Why the **Fibonacci** Sequence Works Well for Estimating
  • Chickens and Pigs Cartoon - and-pigs)
  • **User Story Splitting** Cheat Sheet
  • Software Engineering, Big Tech, and Agile - Interview With Jade Wilson
  • Awesome Agile
  • visualgo.net
  • **Mathematik für Informatiker** (Band 1) - Diskrete Mathematik und Lineare Algebra - Analysis und Statistik](https://www.amazon.de/dp/3642542735/) (2014) von Teschl & Teschl
  • A New Introduction to Modal Logic
  • Introduction to Algorithms - Eintrag
  • Walls and Mirros
  • Cormen - Büchern (s.o.) behandelt
  • Moderne Betriebssysteme
  • Computernetzwerke
  • Lehrbuch der Softwaretechnik
  • **OOD**-Prinzipien
  • Enzyklopädie Philosophie und Wissenschaftstheorie
  • Dependent Type Theory
  • Algorithmen
  • Lehrbuch der Softwaretechnik
  • Master Frontend With These **Projects** - Do List Application, Movie Review Site, Fitness Tracker, E-commerce Site, Real-Time Chat Application, Project Management Dashboard, Social Media Platform
  • Oberon-Variante
  • Non-Greedy Quantifiers
  • Lehrbuch der Softwaretechnik
  • Lehrbuch der Softwaretechnik
  • Lehrbuch der Softwaretechnik
  • Lehrbuch der Softwaretechnik
  • Requirements Engineering » Ein Überblick
  • Wikipedia - Diagramm](https://upload.wikimedia.org/wikipedia/commons/2/23/Kano_Modell_allgemein.svg))
  • Lehrbuch der Softwaretechnik
  • Datenbanksysteme: Eine Einführung
  • The Agile Landscape v3
  • **RegEx**: Einführung in reguläre Ausdrücke - expressions-for-javascript-developers/)
  • Clean Code – Von der Lehre in den Alltag
  • Lehrbuch der Softwaretechnik
  • **Mojo** Docs
  • Lehrbuch der Softwaretechnik
  • Mathematics for Computer Science
  • Learn **Statistics** for Data Science, Machine Learning, and AI
  • 120 Free Online Math Courses from the World’s Top Universities - u/courses/catalog/?f_format%5B%5D=interactive-course&q=&f_button=filters)
  • Dependent Type Theory
  • Theorem Proving in Lean 4
  • LEAN-Entwicklerteam
  • Terence Tao
  • FLACI
  • **RegEx**: Einführung in reguläre Ausdrücke - expressions-for-javascript-developers/)
  • What is **base64 Encoding** and Why is it Necessary?
  • Ben Eater
  • **Google** Tech Dev Guide: **Data Structure & Algorithms** - to-algorithms-with-javascript-examples/)** (am Bsp. JS)
  • Top Leetcode Questions of All Time - FAANG-Java-Solution)) von [DestinationFAANG‬](https://www.youtube.com/watch?v=T0u5nwSA0w0&t=0s)
  • Batteries and Flashlight Puzzle
  • Advanced Object-Oriented **Programming in Java**
  • How JavaScript Promises Work – Handbook for Beginners
  • **Mojo** Docs
  • Kata-Log - Coding Dojo](https://ccd-school.de/coding-dojo/), **[CodingDojo.org](https://codingdojo.org/kata/)**
  • Lösungen zum Buch **Programmieren trainieren**
  • **How to Write Clean Code** – Tips and Best Practices
  • **0pointer**.net
  • C++ Concurrency in Action
  • **C#** Naming Guidelines - guidelines/coding-style.md)
  • Google Style Guides - awesome.org/NARKOZ/guides)
  • HTTP Networking in JavaScript
  • **Google** Tech Dev Guide: **Software Engineering** Principles
  • Lehrbuch der Softwaretechnik
  • **CPRE** Foundation Level – Handbuch nach dem **IREB**-Standard
  • Requirements- Engineering » Die kleine RE-Fibel
  • Agiles Requirements-Engineering
  • **3Cs** von User Stories
  • Certified Tester **Foundation Level**
  • Testautomatisierungsentwickler - testing-board.info/wp-content/uploads/2022/01/GTB-CTAL-TTA_Lehrplan_v2019_DE.pdf)** (2019)
  • Online-Materialien von Prof. Dr. **Jens Dittrich** an der Universität Saarland - tutorial.html)**
  • **ACID** Databases – Atomicity, Consistency, Isolation & Durability Explained - Levels/) | guru99 [**Transaction Management** in DBMS](https://www.guru99.com/dbms-transaction-management.html)
  • Front End JavaScript Development Handbook – **React, Angular, and Vue Compared** - Fundamentals](https://playfulprogramming.com/collections/framework-field-guide-fundamentals)
  • Rendering vs. **Hydration**
  • Advanced React Patterns - react-component-patterns/)
  • Vue.js Design Patterns
  • svelte.dev Tutorial - Doku: **Svelte Getting Started**](https://developer.mozilla.org/en-US/docs/Learn/Tools_and_testing/Client-side_JavaScript_frameworks/Svelte_getting_started)
  • The Express + Node.js Handbook – Learn the **Express** JavaScript Framework for Beginners
  • Get Started with **Next.js** - js-part-1-creating-your-first-api-5f2a)
  • Securing - node-applications.pdf)[](http://cdn.oreillystatic.com/pdf/securing-node-applications.pdf)[Applications](http://cdn.oreillystatic.com/pdf/securing-node-applications.pdf) (Protecting Against OWASP Top 10 Risks)
  • Getting started with **Progressive Web Apps** - Definition
  • Battery University
  • Hivesystems Password Table
  • Consumer Authentication Strength Maturity Model (**CASMM**)
  • Web3 is Going Just Great

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

  • Understanding Data Engineering
  • The **Data Engineering Cookbook**
  • „T“ for Transformation
  • Data Cleaning with **Python** Cheat Sheet
  • **Data Ingestion** vs. Data Integration: How Are They Different?
  • **Data Pipelines** – Pocket Reference
  • Principles of **Data Integration**
  • 97 Things Every **Data Engineer** Should Know
  • guru99 **Data Warehouse Tutorial**
  • Building the Data Warehouse
  • Dimensional Modelling
  • Building a **Scalable Data Warehouse** with Data Vault 2.0
  • **ETL** vs. **ELT**
  • Bimodal IT - Service BI](https://www.gartner.com/en/information-technology/glossary/self-service-analytics) sowie **[Agile Data](https://agiledata.org/)** von Scott W. Ambler
  • **OLTP** vs. **OLAP** - analytical-processing.html); sowie ROLAP mittels [**Star** vs. **Snowflake**](https://www.guru99.com/star-snowflake-data-warehousing.html))
  • Data Analytics
  • Top 10 **SQL Projects** for Data Analysis - analysis-using-sql)
  • SQL for Data Analysis Cheat Sheet
  • Big Data Landscape - data/) (= Machine Learning, AI & Data)
  • Postgres Scale
  • Data Lake
  • **Data First, Structure Later.** Maybe.
  • **Big Data** Analytics & Advanced Big Data Analytics
  • **AWS Big Data** Technology Fundamentals - de/learn/browse/)
  • Hadoop Illuminated - tutorials.html)
  • guru99 **NoSQL Tutorial** - tutorial) | **[neo4j Developer Guides](https://neo4j.com/developer/get-started/)** | **[Redis University](https://university.redis.com/)**
  • tutorialspoint **Big Data Tutorials**
  • Art. 5 GDPR - gesetz.de/art-5-dsgvo/) \[DE\]
  • Datenschutz: Wie kann ich ein **Kontaktformular** datenschutzkonform erstellen?
  • EuGH: **Cookie**-basierte Anwendungen weitgehend einwilligungspflichtig
  • **TrustPid**: Baking ad tracking into the internet infrastructure
  • **Cloud Computing** nach der Datenschutz-Grundverordnung
  • Cloud Computing Tutorial
  • Amazon **AWS** - services/), [**Google** Cloud](https://cloud.google.com/free), [**Alibaba** Cloud](https://www.alibabacloud.com/free), [**IBM** Cloud](https://www.ibm.com/cloud/free), [**Tencent** Cloud](https://www.tencentcloud.com/campaign/freetier), [Oracle **OCI**](https://www.oracle.com/cloud/free/), Heroku (no free tier anymore \*sigh\*), **[DigitalOcean](https://www.digitalocean.com/pricing/app-platform)**, [**SAP** BTP](https://www.sap.com/products/technology-platform/trial.html)
  • Alibaba Cloud Product Comparison for AWS Professionals
  • Prime Video: From distributed microservices to a monolith application
  • The Illustrated Children's Guide to Kubernetes
  • LinuxFoundation **Introduction to Kubernetes**
  • 15 Kubernetes **Best Practices** Every Developer Should Know - challenges) (2023) von James Walker
  • **kubectl** Spickzettel
  • **Kubernetes Networking** Teil 1: Networking Essentials von Simon Kurth - networking-2-calico-cilium-weavenet/) | Webartikel [Container richtig vernetzen](https://www.linux-magazin.de/ausgaben/2017/08/netz-in-kubernetes/) von Thomas Fricke | Kubernetes [Networking Design Document](https://github.com/kubernetes/design-proposals-archive/blob/main/network/networking.md) | [Kubernetes **Security** Best Practices Part 2: **Network Policies**](https://engineering.dynatrace.com/blog/kubernetes-security-best-practices-part-2-network-policies/) von Renato Schosser
  • Kubernetes Failure Stories
  • Infrastructure as Code
  • **TerraForm** Curriculum - certified-associate-003-study-notes/) | [Awesome Terraform](https://github.com/cloud-architecture/awesome-terraform)
  • Firebase - server-less-web-application-using-aws-amplify-c25aaff3cf82) (für Einsteiger eher ungeeignet, dafür mehr Funktionalitäten und Features)
  • A crash course on (AWS and) **Serverless with Node.js** - to-serverless-aws/)
  • jamstack - is-the-jamstack-and-how-do-i-host-my-website-on-it/) | **[Awesome JAMstack](https://github.com/BolajiAyodeji/awesome-jamstack)** | [**Awesome Static** Web **Site Generators**](https://github.com/myles/awesome-static-generators) (SSG)
  • Formal Definition of **Edge Computing**: An Emphasis on Mobile Cloud and IoT Composition
  • Fog computing and its role in the internet of things
  • IEEE DAC 2014 Keynote
  • What is **Edge Computing**: The Network Edge Explained - driving car.“ Oder **[CDNs](https://people.cs.umass.edu/~ramesh/Site/PUBLICATIONS_files/DMPPSW02.pdf)** wie Akamai oder Cloudflare, etc. pp.)
  • Patrick Debois
  • **10+ Deploys per Day**: Dev and Ops Cooperation at Flickr
  • Gartner
  • The DevOps Handbook
  • The Twelve-Factor App
  • Google Site Reliability Engineering - IT)
  • DevOps **Capabilities**
  • **Modern DevOps**: Reliable and Blameless
  • Google DevOps - Seite