awesome-bdccai-tools

Werkzeuge für Big Data und Cloud-Computing für KI
https://github.com/cyberlytics/awesome-bdccai-tools

Last synced: 1 day ago
JSON representation

Datenbanksysteme
- DuckDB - Memory-basiertes In-Process-fähiges ACID-konformes RDBMS für analytische Workloads
- Docker Container
- TPC-H Benchmark - Systeme (suite of business oriented ad-hoc decision support queries and concurrent data modifications)
- Embeddable - reasons-duckdb-slaps/)
- Elastic - Stack \[via **[Docker](https://www.elastic.co/guide/en/elasticsearch/reference/current/docker.html)** oder **choco install elasticsearch** sowie **choco install kibana**\]: im Kern eine verteilte Volltext-Suchmaschine, basierend auf Lucene; aber auch als skalierbares NoSQL-System verwendbar
- MySQL
- MariaDB - d -p 3306:3306 -e MYSQL_ROOT_PASSWORD=geheim mariadb:latest**\] sowie [Maria **Galera**](https://mariadb.com/kb/en/galera-cluster/) = Multi-Master-Cluster
- PostgreSQL - -params '"/Password:geheim /Port:5432"' --params-global**\]
- SQLite - studio.portable**\]
- Microsoft **SQL Server** Express - server-express** sowie **choco install sql-server-management-studio**\] ggf. noch statischen Port 1433 konfigurieren
- IBM **Db2** Community Edition
- CouchDB
- BaseX
- Neo4j - community**\]: [Cypher](https://neo4j.com/developer/cypher/) Anfragesprache (Further Reading: [Neo4j GraphAcademy](https://neo4j.com/graphacademy/online-training/))
- bit.io - 1.4))
- **OCI Cloud** Free Tier - Instanzen, je 20GB, verschieden Typen, bspw. Exadata oder NoSQL
- dbfiddle - basierter SQL-Datenbank-Playground (diverse Datenbanksysteme)
- **CockroachDB** SQL-Playground - Variante des NewSQL-Datenbanksystems (s. unten)
- LeanStore - performance OLTP storage engine optimized for many-core CPUs and NVMe SSDs (Prof. Viktor Leis)
- HyPer - memory-based relational DBMS for mixed OLTP and OLAP workloads (aquired by Tableau)
- Umbra - based system with in-memory performance
- Peloton - driving main-memory-based relational DBMS for mixed OLTP and OLAP workloads
- Milvus - U pymilvus**\], [ChromaDB](https://github.com/chroma-core/chroma) \[pip install chromadb\], ...
- KDB
- AWS MemoryDB
- LanceDB
- LanceDB Cloud
- db-engines
- EXASOL - Memory-basiertes MPP-fähiges ACID-konformes RDBMS für analytische Workloads
- **Oracle** Database Free - d -p 1521:1521 -e ORACLE_PASSWORD=geheim gvenzl/oracle-free**\]
- Oracle Docker Images
- MongoDB Atlas - Variante des klassischen NoSQL-Systems (The „M“ in MEAN and MERN) – kostenlos für 512MB
- Couchbase Capella
- neo4j AuraDB
- Peloton - driving main-memory-based relational DBMS for mixed OLTP and OLAP workloads
- EXASOL - Memory-basiertes MPP-fähiges ACID-konformes RDBMS für analytische Workloads
- Community Edition
- IBM **Db2** Community Edition
- Neo4j - community**\]: [Cypher](https://neo4j.com/developer/cypher/) Anfragesprache (Further Reading: [Neo4j GraphAcademy](https://neo4j.com/graphacademy/online-training/))
- **CockroachDB** SQL-Playground - Variante des NewSQL-Datenbanksystems (s. unten)
- HyPer - memory-based relational DBMS for mixed OLTP and OLAP workloads (aquired by Tableau)
Uncategorized
- Uncategorized
  - OTH Amberg-Weiden
  - Chocolatey - n useRememberedArgumentsForUpgrades**
Datenbankwerkzeuge
- DbVisualizer - visualizer**\]: Advanced SQL Editor
- DataGrip
- DbSchema
- SchemaCrawler - Source Database Schema Discovery and Comprehension Tool; generates Schema Diagrams
- SchemaSpy
- Navicat Data Modeler - data-modeler-essentials);
- Ab Initio - UIW-731/images/Gartner-MQ-2022-Quadrant.png) auftaucht)
- Artikel von Atlan
- Artikel von Atlan
- Data Catalog
- Artikel von Atlan
- RelaX
- Dozenten-Werkzeuge
- SQLFlow
- OpenRefine
- DataVault Builder - builder.com/pricing/)
- Functional Dependency Calculator
- Talend Open Studio for Data Quality - US/8.0/studio-user-guide-open-studio-for-data-quality/detecting-anomalies-in-columns-functional-dependency-analysis)
- Awesome Database Tools - Source Data Engineering](https://github.com/gunnarmorling/awesome-opensource-data-engineering) (ähnliche [Liste mit kommerziellen Optionen](https://github.com/igorbarinov/awesome-data-engineering))
- CleverCSV - Code für CSV-Imports, zzgl. Bibliotheksfunktionen für Data Cleaning
- Beekeeper - studio.portable**\]: Advanced SQL Editor
- **DBeaver** Community Edition - Source Hintergrund](https://github.com/dbeaver/dbeaver), **[DbVisualizer](https://www.dbvis.com/pricing/)** \[**choco install db-visualizer**\], etc.
- Alteryx **Trifacta** - license/)
- DbGate - Source Cross-Plattform SQL Editor, inkl. NoSQL-Unterstützung und starkem JSON-Viewer
- Talend Open Studio
- Flyway
- Airbyte
- DbGate - Source Cross-Plattform SQL Editor, inkl. NoSQL-Unterstützung und starkem JSON-Viewer
- Collibra - content/uploads/2022/11/figure1.png), Collibra ist ggf. hier nicht Best-in-Class aber wegen Collibras Überlappung mit DQ und MDM attraktiv)
- Talend Open Studio
- Airbyte
- Talend Open Studio for Data Quality - core)
- WinPure Clean & Match
- RelaX
- Functional Dependency Calculator
Datenvisualisierung
- Tableau - desktop**\]
- kostenlos für Studierende
- Looker
- Qlik Sense
- kostenlos für Studierende
- Eclipse **BIRT** - Installation\]
- **KNOWAGE** Community Edition
- DataWrapper
- Exploratory Desktop
- kostenlos für Studierende
- Metabase - d -p 3000:3000 --name metabase metabase/metabase**\]
- Panel - Werkzeug basierend auf HoloViz, s. unten)
- Seal Report
- HoloViz
- Plotly Dash
- Awesome Business Intelligence
- Awesome DataViz - data-visualization)
- PowerBI - Bundles)
- Qlik Sense
- kostenlos für Studierende
- Zoho Analytics
Data Science
- KNIME
- RapidMiner Studio auch Open Source
- **Juyter** Docker Stacks - p 8888:8888 jupyter/scipy-notebook**\]
- binder - Bindeglied zwischen Jupyter und Ihren git-gehosteten Notebook-Dateien (Obacht: Wenn in den USA die Leute aufstehen, dann geht der globally-shared Infrastruktur von binder ggf. die Puste aus, daher ggf. nicht ausreichend zuverlässig für Lehrveranstaltungen oder Konferenz-Demos)
- CoCalc
- SageMath
- SQL Notebook
- Tad
- Google **Collab**
- **kaggle** Datasets - public-datasets)** ⭐
- **100 interesting data sets** for statistics - public-data-sets-data-science-project/)
- Worldbank Open Data
- **Quick Draw!** The Data - ähnlich; bspw. [Ameisen](https://quickdraw.withgoogle.com/data/ant))
- The Stack - Listing](https://www.numbersstation.ai/post/introducing-nsql-open-source-sql-copilot-foundation-models)
- Rucio
- Awesome Data Science - awesome.org/krzjoa/awesome-python-data-science)
- DBpedia
- CORD-19 - 19/data)
- JASP
- Jamovi Desktop
- SOFA Statistics
- Positron
- VersaTiles
- Laion Open Dataset
Big Data
- Key/Value-Stores - Stores](https://db-engines.com/de/ranking/document+store) | [Wide-Column-Stores](https://db-engines.com/de/ranking/wide+column+store)
- Apache **Hadoop**
- Snowflake - native DWaaS
- CockroachDB - cockroachdb-windows)\]: Open-Source NewSQL; **PostgreSQL**\-compatible; built on a transactional and strongly-consistent key-value store
- YugabyteDB - start/docker/)\]: Open-source NewSQL; **PostgreSQL**\-compatible
- PingCAP **TiDB** - source NewSQL (OLTP/HTAP workloads); **MySQL**\-compatible; built on a transactional key-value store
- Twitter **Summingbird**
- Apache **Flink**
- Stratosphere - dr-volker-markl.html))
- **Kafka** Streams
- Apache **Druid** - time (i.e., sub-second) analytics database, with separation of ingest compute and query compute
- **InfluxDB** Open Source - time (i.e., sub-second) analytics of IoT Data; core component of the [TICK stack](https://www.influxdata.com/time-series-platform/)
- **Splunk** Free
- logz.io
- OpenCL - und/oder datenbasierter Parallelität, als HW-Plattform-Abstraktion für CPUs, GPUs, DSPs, FGPAs, usw.
- JOCL - Abstraktion für OpenGL, OpenAL, OpenCL und OpenVR
- Matano
- ScyllaDB - in replacement for Cassandra, providing the same CQL interface and drivers \[docker run --name scylla -d scylladb/scylla\]
- Big Data Landscape - data/) (= Machine Learning, AI & Data)
- Oracle Big Data Lite Virtual Machine - data-lite)
- HowTo: Big Data Europe
- HowTo: Hadoop 3.x
- HowTo: Spark as part of jupyter - p 8888:8888 -e JUPYTER_ENABLE_LAB=yes --name pyspark jupyter/pyspark-notebook\] or [HowTo: Spark Cluster](https://medium.com/@MarinAgli1/setting-up-a-spark-standalone-cluster-on-docker-in-layman-terms-8cbdc9fdd14b)
- HowTo: Spark on Hadoop 3.x - data/how-to-install-apache-spark-on-windows)
- choco install mongodb.install \ - compass\] or [Studio 3T](https://studio3t.com/download/) \[choco install studio3t\]
- Databricks - edition)
- CockroachDB - cockroachdb-windows)\]: Open-Source NewSQL; **PostgreSQL**-compatible; built on a transactional and strongly-consistent key-value store
- Stratosphere - dr-volker-markl.html))
- Spark Shell - it apache/spark /opt/spark/bin/spark-shell`\]
- HowTo: Spark as part of jupyter - p 8888:8888 -e JUPYTER_ENABLE_LAB=yes --name pyspark jupyter/pyspark-notebook\] or [HowTo: Spark Cluster](https://medium.com/@MarinAgli1/setting-up-a-spark-standalone-cluster-on-docker-in-layman-terms-8cbdc9fdd14b)
- Community Edition (CE) - itd --name couchbase-server -p 8091-8094:8091-8094 -p 11210:11210 couchbase:community\]
- **InfluxDB** Open Source - time (i.e., sub-second) analytics of IoT Data; core component of the [TICK stack](https://www.influxdata.com/time-series-platform/)
- Community Edition (CE) - itd --name couchbase-server -p 8091-8094:8091-8094 -p 11210:11210 couchbase:community\]
- Desktop - Managed » Community](https://neo4j.com/deployment-center/?gdb-selfmanaged)
- Databricks - edition)
- JOCL - Abstraktion für OpenGL, OpenAL, OpenCL und OpenVR
- Awesome Big Data #1 - bigdata)
- Snowflake
Moderne Web-Anwendungsentwicklung
- BuildWith
- JHipster - Docu](https://www.jhipster.tech/tech-stack/)) | [**Spring** Initializr](https://start.spring.io/)
- CodebaseShow » **RealWorld** - Repo](https://github.com/gothinkster/realworld)\] | [**JHipster** Non-Java-Blueprints](https://www.jhipster.tech/modules/official-blueprints/)
- Vaadin
- ASP.NET Core - us/aspnet/core/blazor/?view=aspnetcore-6.0)[Py](https://pyscript.net)[: PyScript](https://pyscript.net)
- 11 **Micro Frontends Frameworks** You Should Know
- üblichen Verdächtigen - side):
- ASP.NET Core - aspnetruntime\]
- RoR
- Laravel
- OpenUI5
- Business Technology Platform (**BTP**)
- Fiori
- AppGyver - platform/no-code-app-builder/get-started.html)** (Low-Code-Plattform; technisch losgelöst von OpenUI5/SAPUI5)
- Awesome **Markdown**
- **.htaccess** Generator - echoplex.net/flexyboxes/)
- HTML **Cleaner** - cleaner.com/css/) und [JS](https://html-cleaner.com/js/)) sowie HTML Beautifier **[DirtyMarkup](https://www.10bestdesign.com/dirtymarkup/)**
- URL-Decoder
- List of (free) **Public APIs**
- Obsidian
- ObisdianShell
- MK's Guide **Empfehlungsliste** - **advanced-uri**](https://github.com/Vinzent03/obsidian-advanced-uri), [obsidian-**languagetool**\-plugin](https://github.com/Clemens-E/obsidian-languagetool-plugin)
- Bildmaterialien
- W³Techs - Versions](https://w3techs.com/technologies/details/pl-php), [Wordpress-Versions](https://w3techs.com/technologies/details/cm-wordpress), uvm.)
- **Lorem-Ipsum**\-Generatoren
- neuroflash - gestützte Textgenerierung, kann Deutsch, stilistisch das was man „SEO-optimiert“ nennt (kostenlose 2000 Wörter)
- AI writing assistants - first“, „Give me some ideas for a …“ und weitere: [ChatGPT-**Cheatsheet**](https://www.kdnuggets.com/publications/sheets/ChatGPT_Cheatsheet_Costa.pdf)) aber auch ältere Werkzeuge wie bspw. [rytr.me](https://rytr.me) (kostenlose 10K Zeichen), [copy.ai](https://www.copy.ai/) (kostenlose 2000 Wörter) oder [simplified](https://simplified.com/pricing) (kostenlose 3000 Wörter)
- Awesome Generative AI
- **WebGazer**.js - gaze locations of web visitors on a page in real time
- Metered
- coturn
- Awesome Real Time Communications
- Hetzner
- Google Rank Checker
- Website Analyzer
- Awesome Search Engine Optimization - seo-tools/) | buffer [Free SEO Tools](https://buffer.com/library/free-seo-tools/)
- KrakenD
- Quarkus - native Java Stack
- Awesome Webdesign - dev-bookmarks/blob/master/TOTALLY-GIGANTIC-FILE.md) | [Awesome Microservices](https://github.com/mfornos/awesome-microservices) | [Awesome CRDT](https://github.com/alangibson/awesome-crdt)
- CommonMark Implementations
- OpenJS - Engines](https://db-engines.com/en/ranking), [ThoughtWorks **Technology Radar**](https://www.thoughtworks.com/radar)
- Svelte - side) sowie **[SvelteKit](https://kit.svelte.dev)** (Server-side): Newcommer Web-Framework und Alternative zu Angular/React/Vue
- ASP.NET Core - us/aspnet/core/blazor/?view=aspnetcore-6.0)[Py](https://pyscript.net)[: PyScript](https://pyscript.net)
- wasmtime
- Tools for Web Designers #1 - little-web-based-tools-web-designers/), [CSS-Tools](https://speckyboy.com/free-tools-apps-css/)
- W³Techs - Versions](https://w3techs.com/technologies/details/pl-php), [Wordpress-Versions](https://w3techs.com/technologies/details/cm-wordpress), uvm.)
- AI writing assistants - first“, „Give me some ideas for a …“ und weitere: [ChatGPT-**Cheatsheet**](https://www.kdnuggets.com/publications/sheets/ChatGPT_Cheatsheet_Costa.pdf)) aber auch ältere Werkzeuge wie bspw. [rytr.me](https://rytr.me) (kostenlose 10K Zeichen), [copy.ai](https://www.copy.ai/) (kostenlose 2000 Wörter) oder [simplified](https://simplified.com/pricing) (kostenlose 3000 Wörter)
- Wikipedia
- Awesome-LocalStack - localstack))
- Phoenix
- 11 **Micro Frontends Frameworks** You Should Know
- MarkText
- Can I use
- favic-o-matic - echoplex.net/flexyboxes/)
- PWABuilder
- miTT PWA Asset Generator
- electron.js Showcase
- Electron Forge
- neutralinojs
- Vergleich mit Electron
- NodeGui - nodegui), [Vue NodeGUI](https://github.com/nodegui/vue-nodegui), [Svelte NodeGUI](https://github.com/nodegui/svelte-nodegui)
- Tauri
- Wail
- Web to Desktop Framework Comparison
- Website Analyzer
Cloud-Computing
- Micronaut
- Vercel - service/static/) \[**[Awesome JAMstack](https://github.com/automata/awesome-jamstack)**\]
- 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)
- podman - Gehversuche](https://github.com/containers/podman/blob/main/docs/tutorials/podman-for-windows.md)) sowie ggf. [buildah](https://buildah.io/) direkt
- KataContainers - microvm.GitHub.io/), google [gVisor](https://gvisor.dev/) (und historisch: CoreOS [rkt](https://github.com/rkt/rkt), später per [CNCF archived](https://www.cncf.io/archived-projects/))
- CRI-O
- Play with Docker - basierte Docker-Umgebung
- hadolint - -rm -i hadolint/hadolint < Dockerfile**\]
- . - ignore-dockerignore-2/)\-Generator!?)
- Divio - basierte Proof-of-Concept WebApps
- Alpine
- Quay
- Play with K8s - basierte Kubernetes-Umgebung
- **OpenShift** Playground - basierte OpenShift-Umgebung
- Rancher Desktop - desktop**\]: Runs Kubernetes and container management on your desktop
- RKE1 - Container-basiert, über [RancherOS](https://github.com/rancher/os), mit Docker als Container Engine) \[**choco install rke**\]
- K8sGPT
- Waypoint
- Resilience4j
- Arkade - of-apps) for Kubernetes
- Portainer
- cAdvisor
- Quarkus
- Val Town
- Apache **OpenWhisk**
- Knative - sponsored Open Source Serverless Cloud Platform
- OpenFaaS - based [Scale to Zero](https://docs.openfaas.com/openfaas-pro/scale-to-zero/)
- Cellery - based [Knative](https://knative.dev/)
- Cold-Start - Zeiten:
- SWE » DevOps
- Kepler - Metriken exportierbar
- Nubenetes - awesome-lists/) | [Awesome Sysadmin](https://github.com/awesome-foss/awesome-sysadmin) | [Awesome Chaos Engineering](https://github.com/dastergon/awesome-chaos-engineering) | [Awesome AWS](https://github.com/donnemartin/awesome-aws) | [Awesome Serverless](https://github.com/anaibol/awesome-serverless) | [Awesome Lambda Essentials](https://github.com/danteata/awesome-aws-lambda) | [Awesome Lambda Layers](https://github.com/mthenw/awesome-layers)
- Kubernetes Failure Stories
- Azure for Students
- Alpine
- k3d
- k3s
- RKE2
- KEDA - based Event-Driven Autoscaler
- dockur
- docker run … [docker.io/registry:2
- Funky Penguin's Geek Cookbook
Mobile Apps
- Android Studio
- JetBrains **AppCode**
- Ionic
- Flutter
- Instabug
- GoNative
- Adapty - Code Plattform und SDK um In-App Subscriptions einfach in Mobile Apps zu integrieren
- MakeAppIcon
Semantic Web / Knowledge Representation
- Protégé Desktop - started/))
- WebProtégé
- Schema.org - knowledge.org/graph/) | [SparQL on **YAGO**](http://www.yago-knowledge.org/sparql) | [SparQL on **Wikidata**](https://query.wikidata.org/) | [SparQL on **DBpedia**](https://dbpedia.org/sparql) | [**prefix**.cc](https://prefix.cc/)
- OpenLink **Virtuoso** - Source Edition (VOS)](http://vos.openlinksw.com/owiki/wiki/VOS/VOSDownload) \[via [Docker](https://hub.docker.com/r/openlink/virtuoso-opensource-7)\]: SPARQL- und SQL-fähiges Multi-Modell-Datenbanksystem / RDF Database
- Apache **Jena** - fähiger Triple Store / RDF Database
- Ontotext **GraphDB** - fähiger Triple Store / RDF Database \[with OWL reasoning, forward-chaining\]
- Awesome Semantic Web - knowledge-graph), [Awesome Linked Data](https://github.com/nandana/awesome-linkeddata)
- WebProtégé
Verteilte Systeme
- parallel-ssh - ssh\]: asynchronous parallel SSH client library
- Apache **Kafka** - source pub/sub event streaming, Pull-based approach (open-sourced by LinkedIn in 2011, based on Java/Scala)
- Akka.NET - based Actor Model for C# and F# (see also [petabridge.cmd](https://cmd.petabridge.com) \[choco install petabridge-cmd\])
- ZeroMQ - source universal messaging library
- NetMQ
- Datomic - Implementierung von [Rich Hickey](https://github.com/tallesl/Rich-Hickey-fanclub), dabei architekturell interessant weil Distributed, Transactional und Immutable
- Conflict-free Replicated Data Types (**CRDT**)
- Awesome Distributed System Projects - crdt)
- RabbitMQ - source message broker, Push-based approach (based on Erlang)
- Akka
Operations Research (OR) / Optimization
- OPTIMA 103
- for Optimizaton Software
- CBC - OR CLP/**[CBC](https://github.com/coin-or/Cbc)**, **[HiGHS](https://highs.dev/)**, **[SCIP](https://www.scipopt.org/)**
- Pulp - or.org/Cmpl)**, …
ML / AI
- LibreChat - Compose-fähig](https://www.librechat.ai/docs/local/docker) sowie [local source code](https://www.librechat.ai/docs/local/npm) (via npm)
- dify - Compose-fähig](https://docs.dify.ai/en/self-host/quick-start/docker-compose) sowie [local source code](https://docs.dify.ai/en/self-host/advanced-deployments/local-source-code) (via uv and npm)
- uvm.
- PostgresML
- Apache **Flink ML**
- Exasol UDF - Classification](https://docs.Exasol.com/advanced_analytics/python_classification_example.htm)-Beispiel)
- Amazon **Redshift ML**
- Google **BigQuery ML**
- MindsDB
- **SQLFlow**.org
- Spring AI
- **perplexity**.ai
- ChatGPT
- Comet
- Dia
- Msty
- Witsy
- Google **BigQuery ML**
- 6 Best **Open-Source LLMs** to Watch Out For in 2024
- **Jan**.ai - equivalent API at https://localhost:1337)
- Iterative **Studio**
- Apache **Marvin-AI** - Source MLOps Plattform
- PyPDF2 - based PDF files into text readable by Python
- Giskard
- Xorbits Inference - equivalent API](https://inference.readthedocs.io/en/stable/user_guide/client_api.html) at http://localhost:9997/v1)
- **Jan**.ai - equivalent API at https://localhost:1337)
- LM Studio - studio**\]
- Open WebUI
- OpenLLM
- stable-diffusin-webui
- Fooocus
- CompyUI - diffusion-art.com/comfyui/))
- OWASP Top-10 for LLMs
- LLM Guard
- Awesome LLM
- IBM Watson Studio Desktop
- MLflow - Source ML Plattform (Self-Hosted)
- AWS ML - learning/)**, [**Google** GCP AI & **ML**](https://cloud.google.com/products/ai), …
- ClearML - Tier-Angebot in der Cloud
- Dataiku
- Iterative - source Version Control System for Machine Learning Projects
- Sacred
- Apache **Marvin-AI** - Source MLOps Plattform
- Dify - powered applications
- Coze
- spaCy - source library for advanced Natural Language Processing (NLP) in Python
- nltk
- doccano
- Awesome NLP - dl4nlp) | [Awesome Sentiment Analysis](https://github.com/laugustyniak/awesome-sentiment-analysis)
- AI-Benchmark
- Hugging Face
- Awesome Robotics Libraries - robotics)
- OpenAI - 3](https://openai.com/blog/openai-api/), [DALL·E](https://openai.com/dall-e-2/), [ChatGPT](https://chat.openai.com/)), Alphabet **[DeepMind](https://en.wikipedia.org/wiki/DeepMind)** (z.B. [AlphaGo](https://www.deepmind.com/research/highlighted-research/alphago)), **[Google AI](https://www.ai.google/)** ([TensorFlow](https://www.tensorflow.org/), [LaMDA](https://blog.google/technology/ai/lamda/), [Imagen](https://imagen.research.google/)), Facebook Artificial Intelligence Research (FAIR) = **[Meta AI](https://www.wikiwand.com/en/Meta_AI)** (z.B. [PyTorch](https://pytorch.org/)), **[Tesla AI](https://www.tesla.com/AI)** (z.B. [autopilot](https://www.tesla.com/autopilot)), **[Ueber AI](http://uber.ai/)** (z.B. [Pyro](https://pyro.ai/))
- **stability**.ai - diffusion)), **[Midjourney](https://www.midjourney.com/)** ([Midjourney Bot](https://docs.midjourney.com/docs/midjourney-discord)), **[Craiyon](https://www.craiyon.com/)** (früher: DALL-E Mini), **[artbreeder](https://www.artbreeder.com/)**
- Awesome AI - deep-learning) | [Awesome AI-ML-DL](https://github.com/neomatrix369/awesome-ai-ml-dl) | [MLOps.toys](https://mlops.toys/) | [Awesome MLOps](https://github.com/kelvins/awesome-mlops) (and [references](https://ml-ops.org/content/references.html)) | [Awesome Software Engineering for Machine Learning](https://github.com/SE-ML/awesome-seml)
DevOps
- The DevOps 2.6 Toolkit: Jenkins X Cloud-Native Kubernetes-First Continuous Delivery
- Awesome CI - ciandcd)**
- Vagrant
- Packer
- TerraForm
- Vault
- Consul - tools)**
- Nomad
- Waypoint
- OpenTofu - in replacement for Terraform
- JFrog **Artifactory**
- OpenTelemetry
- Prometheus
- Jaeger
- Chaos Monkey
- Pumba
- clumsy
- Awesome SRE Tools - chaos-engineering)
- Spinnaker
- Cloud Operations Sandbox
- Acorn
- Jenkins X
Operations Research / Optimization
- OR-Tools - OR](https://www.coin-or.org/)**, **[HiGHS](https://www.maths.ed.ac.uk/hall/HiGHS/)**, **[UG](https://ug.zib.de/)**, **[GEKKO](https://gekko.readthedocs.io/en/latest/)**
- OPTIMA 103
- CPLEX - MP](http://www.fico.com/en/products/fico-xpress-optimization-suite/)**, **[MOSEK](https://www.mosek.com/)**
- Pulp - or.org/Cmpl)**, …
- CVXOPT
Security
- Professional Security
  - OpenSSL - -ignore-dependencies**\]: Open Source toolkit for SSL/TLS
  - KeyStore Explorer - explorer.portable**\]: handle various X.509 certificates and KeyStore types (PKCS#12, BKS, UBER, JKS, JCEKS)
  - Certify the Web - -ignore-dependencies**\]: Easily manage SSL/TLS certificates from letsencrypt.org and other ACME Certificate Authorities
  - Überblicksartikel zu **Auth0** sowie **Firebase** Alternativen
  - Password4j
  - **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/)
  - Wireshark
  - nmap
  - **Nessus** Essentials
  - Tenable Essentials for Education
  - OpenVAS
  - Hack the Box - basierter Hacking Playground
  - Threat Dragon
  - TMT
  - Security Technical Implementation Guides (**STIGs**)
  - automatisierte Ausführung (**SCAP**)
  - STIG Viewer
  - Überblicksartikel zu **Auth0** sowie **Firebase** Alternativen
  - Password4j
  - Tenable Essentials for Education
  - OpenVAS
  - TMT
  - snyk
  - Oxygen Forensic Viewer
  - OpenSCAP
  - **BurpSuite** Community Edition - suite-free-edition**\]: web security testing
  - Nikto2
  - sqlmap
  - Puma Scan
  - Security Code Scan
  - snyk
  - Trivy
  - Docker Bench Security - practices
  - ScoutSuite - cloud security-auditing tool
  - TruffleHog - Cleaner](https://rtyley.GitHub.io/bfg-repo-cleaner/), etc.)
  - Autopsy - Werkzeug, als GUI für [The Sleuth Kit](https://www.sleuthkit.org/sleuthkit/)
  - Mobile Verification Toolkit (**MVT**)
  - Oxygen Forensic Viewer
  - OpenText EnCase - list-page/smartphone-forensic-system-professional/), […](https://www.computerwoche.de/a/tools-fuer-die-mobile-forensik)
  - Awesome Cybersecurity Blueteam - security) | [Awesome Web Security](https://project-awesome.org/qazbnm456/awesome-web-security) | [Awesome Security Hardening](https://github.com/decalage2/awesome-security-hardening) | [Awesome Embedded and IoT Security](https://project-awesome.org/fkie-cad/awesome-embedded-and-iot-security) | [Awesome Forensics](https://github.com/cugu/awesome-forensics) | [Awesome Incident Response](https://github.com/meirwah/awesome-incident-response)
  - Checkov
  - Awesome Container Security
  - InSpec
  - Volatility
  - Awesome DevSecOps - container-security) | [Kubernetes Security](https://kubernetes-security.info/) | [Open Source Tools for AWS Security](https://github.com/toniblyx/my-arsenal-of-aws-security-tools)
- Personal Security
  - **PasswordCard**.org - password-card/cards) | [Password Cards by helight.com](https://password-cards.helight.dev/)
  - 0patch
  - HardeningKitty
  - Windows-Optimize-Harden-Debloat Script - useb 'https://simeononsecurity.com/scripts/windowsoptimizeandharden.ps1'|iex**\]
  - lmgtfy
  - Mullvad - Provider mit diversen DNS-Varianten
  - XKPasswd
  - **PasswordCard**.org - password-card/cards) | [Password Cards by helight.com](https://password-cards.helight.dev/)
  - Have I Been Pwned
  - HPI Identity Checker
  - search.0t.rocks
  - **kostenlose Anti-Virus**-Möglichkeiten - promotion/?reg=DE&campaign=free2007C) \[**choco install pandafreeantivirus**\] und **[Bitdefender](https://www.bitdefender.com/consumer/free-antivirus)** \[**choco install bitdefenderavfree**\]
  - 0patch
  - hardentools
  - Windows-Optimize-Harden-Debloat Script - useb 'https://simeononsecurity.com/scripts/windowsoptimizeandharden.ps1'|iex**\]
  - lmgtfy
  - Brave
  - Mini-Guide
  - TrafficLight
  - Guide
  - LibreWolf - browser) verwenden
  - FireFox-Privacy-Script - STIG-Script](https://github.com/simeononsecurity/FireFox-STIG-Script), [ffprofile](https://ffprofile.com/), [privacytools.io](https://www.privacytools.io/browsers/#about_config), [SimeonOnSecurity: Plugin Recommendations](https://simeononsecurity.ch/recommendations/browser_plugins/)
  - Betterbird
  - HorlogeSkynet Thunderbird user.js
  - etliche
  - Portmaster - source application that puts you back in charge over all your computer's network connections
  - gpg4win - compendium_33.html)
  - openpgp.org Übersicht
  - Mullvad - Provider mit diversen DNS-Varianten
  - Control D - Provider; Obacht wegen Anforderungen der US-Administration
  - DNS-Server
  - IsLegitSite
  - Qubes OS - feature-comparison)
  - GrapheneOS
  - Dangerzone - untrusted-pdfs-into-trusted.html))
  - **Sandboxie** Plus - plus.install**\], Microsoft **[Windows Sandbox](https://learn.microsoft.com/windows/security/threat-protection/windows-sandbox/windows-sandbox-overview)**, \[**Enable-WindowsOptionalFeature -FeatureName "Containers-DisposableClientVM" -All -Online**\]
  - mAid
- LLM-Security
Privacy
- Personal Privacy
  - Linux-only
  - Data Requests Generator - source/))
  - Brave
  - Cloudflare - Sicht fragwürdig: Obacht vor Anforderungen der US-Administration
  - Awesome Alternatives
  - Unroll.me - Suche nach Alternativen zu Unroll.me suchen und dann so etwas wie Leave Me Alone finden…\]
  - sdelete - -version=1.61.0.20160210**\]: Sicheres Löschen von Dateien
  - Privacy Tools - privacy) #1 | [Awesome Privacy](https://github.com/paulaime/awesome-privacy) #2 | [Awesome Privacy](https://github.com/KevinColemanInc/awesome-privacy) #3
  - Shoviv IMAP Email Backup and Restore - gebundener Lizenz!)
  - Awesome OSINT
  - Have I been Trained?
  - WhatsMyName Web - plugin-search-results/) » Check Usernames
  - sherlockeye.io
  - blackbird - project/sherlock)
  - WhatsMyName
  - justdeleteaccount - lukas/justdeleteaccount_com)), US-zentrisch: [accountkiller](https://www.accountkiller.com/en/popular)
  - Holehe
  - Data Requests Generator - source/))
  - Privacy ReClaim
  - Mine
  - Incogni - identity-protection) (iOS-only: [Kanary](https://www.thekanary.com/))
  - WPD - Telemetrie, Verwendende Level "Standard"
  - toptout - Telemetry für eine Unzahl an Applikationen und Diensten, jenseits von Windows-per-se
  - privacy.sexy - Script-Ausführung, Verwendende Level "Standard"
  - W10Privacy
  - Techlore Video
  - The Ultimate iOS Hardening Guide
  - Privacy Badger
  - eBlocker
  - Tor Browser - browser**\]: explore the internet with privacy
  - Vivaldi
  - Brave
  - Anleitung
  - Firefox Klar
  - Click&Clean
  - DNSPerf
  - DNS Privacy Project
  - Startpage - ev.de/eine-aera-geht-zu-ende/))
  - Invidious
  - Nitter - hub.net/)
  - Teddit
  - Pixelfed
  - Diaspora
  - last.fm
  - Cusdis
  - AGB Check-Tool
  - Privacy Policy Checker - Datenschutzrichtlinie auf Übereinstimmung mit der GDPR-Verordnung
  - OVH Mail Migrator
  - imapsync - Tool](https://github.com/imapsync/imapsync) oder als [Cloud-Dienst](https://imapsync.lamiral.info/X/)
  - OfflineIMAP
  - lokaler Dovecot IMAP-Server - v "${PWD}:/srv/vmail" -p 143:31143 -p 993:31993 dovecot/dovecot:latest`)
  - temp-mail.io - Ext., u.a. [Opera](https://addons.opera.com/extensions/details/temp-mail/)), [temp-mail.org](https://temp-mail.org/de/), (Browser-Ext., u.a. [Opera](https://addons.opera.com/extensions/details/temp-mail-disposable-temporary-email/)), [FakesMail](https://fakesmail.com/de) (Browser-Ext., u.a. [Opera](https://fakesmail.com/de)), [tempr.email](https://tempr.email/) (aus DE, aber ohne Browser-Integration), [uvm.](https://praxistipps.chip.de/wegwerf-email-adressen-diese-anbieter-gibts_1674)
  - ManyMe - Integration), [TrashMail](https://trashmail.com/) (Browser-Ext., u.a. [Opera](https://addons.opera.com/extensions/details/trashmailcom-create-disposable-address/)), etc. pp.
  - unsubscribe-gmail
  - 2FA - Kontos)
  - Unroll.me - Suche nach Alternativen zu Unroll.me suchen und dann so etwas wie Leave Me Alone finden…\]
  - ExifTool
  - BatchPurifier - Tiefenreinigung („Sanitize“) von Büro- und Multimedia-Dateien
- Professional Privacy
  - Anonimatron - Source Data Anonymization
  - DataBunker - Source Data Protection Platform
  - Protegrity
  - **Kodex** Community Edition - Source Toolkit for Privacy and Security Engineering
  - TensorFlow Privacy
  - Awesome Privacy Engineering - gdpr) #1 | [Awesome GDPR](https://github.com/erichard/awesome-gdpr) #2
Footer
- License
  - ![Creative Commons License
  - CC BY 4.0
- Backers
  - ![Donate via PayPal
  - ![Support on Ko‑fi - fi.com/cyberlytics)
dApps
- Substrate
- LBRY - based file-sharing, social networks and video platform („open, free, and fair network for digital content“)
- DappRadar
- Awesome dApps - web3)
Edge / Fog / IoT
- ThingsBoard
- Awesome IoT & Hybrid - edge-computing)
- Amazon **IoT Greengrass** - in/services/iot-edge/) | [Google **Cloud IoT**](https://cloud.google.com/solutions/iot/)
- NVIDIA **EGX**
- balenaCloud - Management, u.a. für Raspberry Pi
- EdgeX
- OpenRemote
- Eclipse IoT Projects
- Eclipse Automotive Projects - defined vehicle (SDV) mittels **[Eclipse Leda](https://projects.eclipse.org/projects/automotive.leda)**
- Yocto Project - based systems / custom embedded Linux distributions
Low-Code / No-Code
- OutSystems - Code Application Building
- Amplication - generates an app based on TypeScript and Node.js (NestJS, Prisma, REST & GraphQL API, React Admin UI)
- Mendix - driven development platform for large-scale projects,
- Appian
- n8n
- APITable
- DataRobots - Code ML; mit einem „[Academic Program](https://www.datarobot.com/education/academic-support-program/)“
- Amazon **SageMaker**
- Build Apps
- Awesome low-code - vogel/awesome-nocode-lowcode) | [Mapping the no-code AI landscape](https://levity.ai/blog/no-code-ai-map)
Appendix: More Free Student Stuff
- Personal Privacy

Programming Languages

Python 18 Go 11 JavaScript 5 C# 5 Shell 4 TypeScript 4 C 3 Java 3 C++ 2 PowerShell 1

ecosyste.ms

Data

Tools

Indexes

Applications

Experiments

Awesome

awesome-bdccai-tools

Datenbanksysteme

Uncategorized

Uncategorized

Datenbankwerkzeuge

Datenvisualisierung

Data Science

Big Data

Moderne Web-Anwendungsentwicklung

Cloud-Computing

Mobile Apps

Semantic Web / Knowledge Representation

Verteilte Systeme

Operations Research (OR) / Optimization

ML / AI

DevOps

Operations Research / Optimization

Security

Professional Security

Personal Security

LLM-Security

Privacy

Personal Privacy

Professional Privacy

Footer

License

Backers

dApps

Edge / Fog / IoT

Low-Code / No-Code

Appendix: More Free Student Stuff

Personal Privacy