awesome-basics
Digitaler Ressourcen-Pool für Informatik/KI
https://github.com/cyberlytics/awesome-basics
Last synced: 10 days ago
JSON representation
-
Bachelor-Level
-
B.Sc.: Big Data and Cloud Computing for AI
- SBOM - sboms-strengthen-software-supply-chain)
- Microsoft **.NET History** - dependencies-net-csproj-packagesconfig/)** (2021) von Cristian Taran u.a. zu .csproj, .packages.config und project.json
- Managing output in the .NET SDK projects
- Release It!
- DevOps Engineer, SRE Learning Path
- SRE implements DevOps
- Engineering for Reliability
- A Beginner's Guide to DevOps
- **Release Pipelines** – Terminology und Basiskonzepte am Bsp. TFS/Azure
- Already requires careful considerations
- Not easy at all
- 5 nines - On Infrastructure](https://docs.aws.amazon.com/wellarchitected/latest/reliability-pillar/s-99.999-or-higher-scenario-with-a-recovery-time-under-1-minute.html) = Continuous Availability**
- Künstliche Intelligenz und Wir
- AI-Vorlesungsskript
- **Google** Tech Dev Guide: **Machine Learning**
- Top 15 Machine Learning Algorithms Every Data Scientist Should Know
- Machine Learning Basics … **for Non-Technical Readers** - machine-learning)** | freeCodeCamp **[Machine Learning Handbook](https://www.freecodecamp.org/news/machine-learning-handbook/)**
- Big Book of **Data Science** Use Cases - book-of-machine-learning-use-cases)
- Mops vs. Muffins - learning AIs are so easy to fool](https://www.nature.com/articles/d41586-019-03013-5) (2019) by Douglas Heaven
- Brillengestelle
- State of Process Automation
- Learn Generative AI for Developers
- Google Prompting Essentials
- The 14 Best ChatGPT Prompts on GitHub
- ChatGPT4 – Potential Scenarios For Accelerated Cybercrime
- 20 ChatGPT Prompts - in-one AI Cheat Sheet](https://images.app.goo.gl/uvfr5XsuUdHD2gRYA), [Prompt Engineering Mistakes](https://images.app.goo.gl/ANUTJHrRc6QzM1ak6)
- Bib/OPAC - 3-319-32552-1)\]
- Theory of Linear and Integer Programming
- Computational Optimal Transport
- **AI for TSP** competition
- Understanding Data
- Python Data Science Handbook - lectures.org/)
- HowTo **PostgresML**
- **Guide to Intelligent Data Science** – How to Intelligently Make Use of Real Data
- **5 Ways to Detect Outliers/Anomalies** That Every Data Scientist Should Know
- Why **“1.5“ in IQR Method** of Outlier Detection?
- Understanding the **World Through Data** - to-computational-thinking-and-data-4), [**Machine Learning** with Python: from Linear Models to Deep Learning](https://www.edx.org/course/machine-learning-with-python-from-linear-models-to) und [Computational Thinking for **Modeling and Simulation**](https://www.edx.org/course/computational-thinking-for-modeling-and-simulation) sowie als Anwendungsgebiet per **[Supply Chain Analytics](https://www.edx.org/course/supply-chain-analytics)**
-
B.Sc.: Bonusliste
- Swag opportunities for developers
- roadmap.sh
- Durchstarten zum Traumjob
- Die Humanisierung der Organisation: Wie man dem Menschen gerecht wird, indem man den Großteil seines Wesens ignoriert
- Wikipedia
- Original-Test
- 70-Fragen-Test
- Wikipedia
- Original-Test
- Communication Preferences
- Referenz
- 17 Life Hacks - Life Cheats-Codes](https://www.boredpanda.com/some-real-life-cheat-codes-msn/)
- 10 Qualities for Happier Marriages
- Einstiegsseite **Rankings** - arbeitgeber-deutschland/)
- Beste Arbeitgeber 2023 (Germany)
- Careerday - wissen.de/ihk-akademie/standorte/amberg/) anrufen/besuchen, 3) unseren **[Studien- und Career-Service](https://www.oth-aw.de/hochschule/ueber-uns/einrichtungen/studien-und-career-service/ueber-uns/)** aufsuchen sowie 4) unsere **[Hochschul-Jobbörse](https://www.hochschuljobboerse.de/studierende)**
- Ghost Jobs
- White Fonting - ki-millionen-von-qualifizierten-bewerbern-herausfiltert)
- i'x **Gehaltsreport** - in-it.de/magazin/gehalt/statistik)
- Informatiker - data-scientist), [IT-Consultant](https://www.gehalt.de/beruf/it-consultant), [Medieninformatiker](https://www.gehalt.de/beruf/medieninformatiker), [Datenbank-Programmierer](https://www.gehalt.de/beruf/datenbank-programmierer-datenbank-programmiererin) (im Vgl.: [Fachinformatiker](https://www.gehalt.de/beruf/fachinformatiker-anwendungsentwicklung))
- **SME** Definition - bonn.org/definitionen/kmu-definition-der-eu-kommission)
- **T-Shaped** / **Star-Shaped**
- Lieber **unterbesetzt** als **fehlbesetzt**
- If you pay **peanuts**, you get **monkeys**
- **As hire As** and **Bs hire Cs**
- **people who struggle to code** don’t just struggle on big problems - cant-programmers-program/) von Coding Horror)
- Bücher
- 5 Tipps - Breakdown-of-Writing-A-Cover-Letter-That-Gets-Results.jpg) von jofido
- Awesome Engineering Ladders - career-ladders)
- Performance Review
- Was "Morbus Bahlsen" und "Hausfrauentest" bedeuten
- Tractatus Logico-Philosophicus - Philosophische Abhandlung) des deutschen Philosophen Ludwig Wittgenstein (1889–1951)
- Gallup-Report
- Frank Breckwoldt
- Recency Effekt
- VW-Referenz in 2024
- Becoming an Entrepreneur - 101-who-is-your-customer), [102: What Can You Do for Your Customer?](https://zdcs.link/73jZn?cd36=Standard&t=deals&m=content_body&e=offer&i=text-link&el=Entrepreneurship%20102%3A%20What%20Can%20You%20Do%20for%20Your%20Customer%3F%28opens%20in%20a%20new%20tab%29&cd62=article&cd63=074merJxzaZthFnADPppqgR&short_url=73jZn&u=https%3A%2F%2Fmashable.com%2Fuk%2Fdeals%2Ffree-online-courses-mit) und [103: Show Me The Money](https://zdcs.link/xmlMp?cd36=Standard&t=deals&m=content_body&e=offer&i=text-link&el=Entrepreneurship%20103%3A%20Show%20Me%20The%20Money%28opens%20in%20a%20new%20tab%29&cd62=article&cd63=074merJxzaZthFnADPppqgR&short_url=xmlMp&u=https%3A%2F%2Fmashable.com%2Fuk%2Fdeals%2Ffree-online-courses-mit)
- Zinsrechner/Finanzrechner
- The **Lean Startup**
- Handelsblatt **Mittelstands-Bibliothek**. Gesamtwerk in 12 Bänden
- Handelsblatt - **Strategien** des Erfolgs: Band 1 bis 6
- Handelsblatt - **Erfolgreich führen**: Band 1 bis 6
- Handelsblatt **Management Bibliothek**. Kompaktes Wirtschafts- und Managementwissen in 12 Bänden
- The Startup **CTO's Handbook**
- Awesome Startup
- zu Big Data
- zu Cloud Computing
- zu KI/ML
- The Science of **Well-Being** - Beitrag](https://www.linkedin.com/pulse/my-takeaways-from-science-well-being-course-imroze-aslam-malik) mit zusammenfassenden Aspekten)
- Awesome **Mental Health** - Branche-orientiert) | [Awesome **Mental Health**](https://github.com/benstew/awesome-mental-health) #2 (generell)
- Nvidia
- Command Line Interface Guidelines (**CLIG**) - basics), [Arguments and Flags](https://clig.dev/#arguments-and-flags) und [Environment Varibles](https://clig.dev/#environment-variables)
- **12 Factor CLI** Apps
- **GNU** CLI Standards
- awesome-cli-frameworks
- Do something to -- every shape on a slide, every slide in a presentation, every presentation in a folder
- Your Guide to **Data Quality Management**
- DQ-Dimensionen
- TDQM
- IP-MAP - MAP**: Representing the Manufacture of an Information Product](http://mitiq.mit.edu/ICIQ/Documents/IQ%20Conference%202000/Papers/IPMAPRepresentingManufactureofIP.pdf)
- Dissertation von Juliane Blechinger
- **ETL Testing** Tutorial
- **Data Profiling**: Definition, Techniques, Process, and Examples
- **Data Catalog** 101 — The Ultimate Starter Guide
- **Data Lineage** 101 - is-a-data-catalog/) [Importance, Use Cases and Its Role in Governance](https://atlan.com/data-lineage-101/)
- IT-Recht für Software-Entwickler
- Choose an open source license - permission/)
- Submitting **Papers to IEEE** under a Creative Commons Attribution License (**CC BY**)
- ccicons
- **Unicode** Standard includes CC License Symbols - commons-unicode-fallback-font.html))
- Non-Software Licenses
- Umfassende Übersicht zu **Standardisierungsorganisationen**
- rough consensus - editor.org/rfc/rfc7282.html)"
- Übersicht zu **Open Source Organisationen**
- The **SPACE** of Developer Productivity
- **DevEx**, a New Metrics Framework
- About Face: The Essentials of Interaction Design
- Don't Make Me Think, Revisited
- Lean UX
- Laws of UX
- Advanced **Figma Prototyping** Tips & Tricks
- Material Design - interface-guidelines/guidelines/overview) (HIG), Ant Design = **[AntD](https://ant.design)**, Salesforce [**Lightning** Design System](https://www.lightningdesignsystem.com/design-tokens/), Adobe **[Spectrum](https://spectrum.adobe.com/page/design-tokens/)**, Microsoft **[Fluent](https://www.microsoft.com/design/fluent/)**, Shopify **[Polaris](https://polaris.shopify.com/tokens/colors)**, IBM **[Carbon](https://carbondesignsystem.com/)**
- 10 Best Design Systems and **How to Learn (and Steal) From Them**
- **More** Design Systems…
- Design System Repo
- Game UI Database
- The Inmates are Running the Asylum
- **Personas** for Design, Development & Growth
- Auffassung von Stereotypen in der Informatik
- How to Pick a Font
- Three very good standardized UX surveys for industrial use
- SUS - calculator/), [ISO 9241–110](http://www.uselab.tu-berlin.de/wiki/images/6/62/ISONorm_Kurzversion.pdf) sowie [UEQ](https://www.ueq-online.org/), [NPS](https://www.netpromotersystem.com/about/net-promoter-system-framework/), [AttrakDiff](https://www.attrakdiff.de/)
- Laientest
- UX Study Guide - design)
- Farbmodell vs. Farbraum/Farbprofil
- **sRGB**2014.icc
- Das Richtwerk
- sRGB vs. Adobe RGB
- Farbraum-Übersicht
- Branding and colorimetry: The “RGB First“ strategy
- Establishing Consistent Brand Colors Across Media
- Building a Brand Style Guide for All Media
- Color Psychology in Marketing and Branding is All About Context
- Video-Tutorials von Adobe
- Einstiegsseite von Adobe
- Video-Tutorials von Adobe - classic/tutorials.html))
- Video-Tutorials von Adobe
- Video-Tutorials von Adobe
- Video-Tutorials von Adobe
- Video-Tutorials von Adobe
- Video-Tutorials von Adobe
- Video-Tutorials von Adobe
- Awesome OSS Monetization
- Online Donations: The Best Tools for **Nonprofits** - Fi](https://ko-fi.com/)** wegen „0% fee on Donations“ (daher besser als Patreon)
- Shopify Dropshipping
- The 7 Types of Freemium - Taktik und kein Geschäftsmodell“ – [Lincoln Murphy](https://sixteenventures.com/))
- Steady
- tekom
- **Unity** Education
- Ludum Dare 48h Competitions
- How to fix/turn on your browser’s hardware acceleration
- **Game Engine Markt** aus Sicht Unity
- **Konsolen-Entwicklung** am Bsp. Godot
- A Comparison of Modern **Graphics APIs**
- Diligent Engine - Forge](https://github.com/ConfettiFX/The-Forge)
- Awesome **3D Machine Learning**
- Awesome **Creative Coding** - creative-technology), [Awesome Audio Visualization](https://github.com/willianjusten/awesome-audio-visualization)
- Awesome **Graphics** - computer-vision) (u.a. mit Links auf weitere Awesome-Listen), [Awesome **Visualization Research**](https://github.com/mathisonian/awesome-visualization-research), [Awesome **Game Engine Development**](https://github.com/stevinz/awesome-game-engine-dev), [Awesome OpenGL](https://github.com/eug/awesome-opengl), [Awesome WebGL](https://github.com/sjfricke/awesome-webgl), [Awesome Canvas](https://github.com/raphamorim/awesome-canvas) (= HTML5), Awesome Game Development [Magic tools](https://github.com/ellisonleao/magictools), uvm.
- stepstone
- indeed Worldwide
- Welcome to the Jungle
- solcom.de
- freelancer.com
- instaffo.com
- magnet.me
- Kununu
- Glassdoor
- Einstiegsseite **Awards & Lists** - Places-to-Work-LST_KQ0,19.htm)
- Hochschul-Jobbörse Auslandspraktika
- Einstiegsseite von Adobe
- **T-Shaped** / **Star-Shaped**
- The **Lean Startup**
- Handelsblatt - **Erfolgreich führen**: Band 1 bis 6
- Die Humanisierung der Organisation: Wie man dem Menschen gerecht wird, indem man den Großteil seines Wesens ignoriert
- 70-Fragen-Test
- Bücher
- Frank Breckwoldt
- Auffassung von Stereotypen in der Informatik
- 70-Fragen-Test
- Becoming an Entrepreneur - 101-who-is-your-customer), [102: What Can You Do for Your Customer?](https://zdcs.link/73jZn?cd36=Standard&t=deals&m=content_body&e=offer&i=text-link&el=Entrepreneurship%20102%3A%20What%20Can%20You%20Do%20for%20Your%20Customer%3F%28opens%20in%20a%20new%20tab%29&cd62=article&cd63=074merJxzaZthFnADPppqgR&short_url=73jZn&u=https%3A%2F%2Fmashable.com%2Fuk%2Fdeals%2Ffree-online-courses-mit) und [103: Show Me The Money](https://zdcs.link/xmlMp?cd36=Standard&t=deals&m=content_body&e=offer&i=text-link&el=Entrepreneurship%20103%3A%20Show%20Me%20The%20Money%28opens%20in%20a%20new%20tab%29&cd62=article&cd63=074merJxzaZthFnADPppqgR&short_url=xmlMp&u=https%3A%2F%2Fmashable.com%2Fuk%2Fdeals%2Ffree-online-courses-mit)
- solcom.de
- Einstiegsseite **Awards & Lists** - Places-to-Work-LST_KQ0,19.htm)
- academics (Die Zeit)
- i'x **Gehaltsreport** - in-it.de/magazin/gehalt/statistik)
- **SME** Definition - bonn.org/definitionen/kmu-definition-der-eu-kommission)
- If you pay **peanuts**, you get **monkeys**
- Tractatus Logico-Philosophicus - Philosophische Abhandlung) des deutschen Philosophen Ludwig Wittgenstein (1889–1951)
- VW-Referenz in 2024
- Becoming an Entrepreneur - 101-who-is-your-customer), [102: What Can You Do for Your Customer?](https://zdcs.link/73jZn?cd36=Standard&t=deals&m=content_body&e=offer&i=text-link&el=Entrepreneurship%20102%3A%20What%20Can%20You%20Do%20for%20Your%20Customer%3F%28opens%20in%20a%20new%20tab%29&cd62=article&cd63=074merJxzaZthFnADPppqgR&short_url=73jZn&u=https%3A%2F%2Fmashable.com%2Fuk%2Fdeals%2Ffree-online-courses-mit) und [103: Show Me The Money](https://zdcs.link/xmlMp?cd36=Standard&t=deals&m=content_body&e=offer&i=text-link&el=Entrepreneurship%20103%3A%20Show%20Me%20The%20Money%28opens%20in%20a%20new%20tab%29&cd62=article&cd63=074merJxzaZthFnADPppqgR&short_url=xmlMp&u=https%3A%2F%2Fmashable.com%2Fuk%2Fdeals%2Ffree-online-courses-mit)
- Handelsblatt - **Strategien** des Erfolgs: Band 1 bis 6
- lernOS **BarCamp** Leitfaden
- Your Guide to **Data Quality Management**
- Dissertation von Juliane Blechinger
-
Programming Languages
Categories
Bachelor-Level
818
Master-Level
324
Kinder und Jugendliche
123
Vor einer wiss. Abschlussarbeit (Informatik/KI)
122
Vor einer PhD-Phase
115
Vor einer Post-Doc-Phase oder Professur
90
Informatik-Nachrichten
34
Forschungsdatenmanagement
33
Vor Eintritt in ein Bachelorstudium
27
Vor Eintritt in ein Informatik- oder KI-Studium
24
Für Kinder und Jugendliche
23
Vor Eintritt in ein **Informatik**\- oder **KI**\-Studium
21
U-Literatur
18
State Actors
17
Humor
17
Job-Interview Training
11
Kultur
6
Appendix: Course Recommendations & Repos
6
Filme und TV-Serien
4
Footer
4
MINT
3
China-Aufenthalt
2
Öffentlichkeitsarbeit
1
Sub Categories
Bachelor Informatik/KI
334
M.Sc.: Bonusliste
328
B.Sc.: Big Data and Cloud Computing for AI
297
B.Sc.: Bonusliste
200
Master Informatik/KI
184
Handwerkszeug: Schreiben
76
Deutsche High-Tech Unternehmen (Informtik/KI)
65
Post-Doc-Bonusliste
43
M.Sc.: Big Data and Cloud Computing for AI
33
Handwerkszeug: Getting Sh\*t Done
26
Orientierung
20
Handwerkszeug: Getting S#\*t Done
20
Schulischer Informatik- und KI-Stoff
9
Web-Terminologie
7
Gymnasialer Informatik- und KI-Stoff
6
Fundament
5
Handwerkszeug
3
Regionale Gruppen
3
Informatik-Podcasts
2
Wissenschaftliche Mailinglisten
2
Backers
2
License
2
Keywords
awesome-list
26
awesome
25
list
8
programming
6
free
6
machine-learning
6
security
5
computer-science
4
students
4
resources
3
infosec
3
data-structures
3
engineering
3
ai
3
deep-learning
3
data-visualization
3
artificial-intelligence
3
best-practices
3
tools
3
data-science
3
data-mining
3
tutorial
3
pentest
2
algorithm
2
papers
2
tree
2
graph
2
kubernetes
2
java
2
software-engineering
2
devops
2
software-testing
2
prompt
2
visualization
2
graphics-programming
2
hacking
2
python
2
big-data
2
tor
2
science
2
text-to-image
2
penetration-testing
2
darknet
2
distributed-systems
2
llm
2
javascript
2
generative-art
2
open-source
2
outlier-detection
2
paper
2