Tracking the licenses of useful tools and languages
Amazon Web Services (AWS) Always Free
- https://aws.amazon.com/free/?all-free-tier.sort-by=item.additionalFields.SortRank&all-free-tier.sort-order=asc&awsf.Free%20Tier%20Types=tier%23always-free&awsf.Free%20Tier%20Categories=*all
- DynamoDB NoSQL database
- Lambda serverless functions
- SNS push messaging
- CloudFront content delivery
- CloudWatch monitoring
- Cognito identity services
- SES customer engagement
- SQS scaleable queue for app integration
- SWF task and state management service for app integration
- CodeBuild
- CodeCommit
- CodePipeline (1 per month)
- Glue data catalog
- Does NOT include EC2 or S3 (12-mo trials only)
ArangoDB Community Edition (graph database)
- Apache 2.0
- https://www.arangodb.com/
- https://www.arangodb.com/download-major/
- https://github.com/arangodb/arangodb/blob/devel/LICENSE
- https://www.arangodb.com/data-privacy-policy/
Autopsy / The Sleuth Kit, plugins
Beam (open-source unified programming model)
BinderHub Hosting (Host Jupyter Notebooks)
- BSD 3-Clause License
- https://github.com/jupyterhub/binderhub/blob/main/LICENSE
Delta Lake (open-source storage framework for lakehouse architecture)
Docker Personal / Desktop (containerization)
- https://www.docker.com/pricing/faq/
- Free Docker Desktop for personal, open-source, and education
Flink (compute engine)
Git (version control system)
- GNU General Public License version 2.0
- https://git-scm.com/about/free-and-open-source
Grafana Open Source Software
- Apache 2.0
- https://grafana.com/oss/
Grafana Cloud - Free Forever Cloud
- https://grafana.com/products/cloud/
- Terms & Conditions - https://grafana.com/legal/terms/?pg=play&plcmt=home
- Master Services Agreement - https://grafana.com/legal/msa/?pg=play&plcmt=home
Great Expectations (data quality platform)
- GX OSS (Open-Source)
- Great Expectations GX OSS
Julia
Imhex hex editor
Kafka
Neo4j Community Edition
Notepad++ "Notepad plus plus" (text editor)
- GNU GENERAL PUBLIC LICENSE
- https://github.com/notepad-plus-plus/notepad-plus-plus/blob/master/LICENSE
PowerShell Core (cross-platform command line shell and scripting language)
Python 3.11
- Python Software Foundation ("PSF") License
- https://docs.python.org/3/license.html
Python Examples
- Starting with Python 3.8.6, examples, recipes, and other code in the documentation are dual-licensed
- under the PSF License Agreement and the
- Zero-Clause BSD license - https://docs.python.org/3/license.html#bsd0
Python pip (package manager for Python)
RabbitMQ message broker
- Mozilla Public License Version 2.0
- https://www.rabbitmq.com/mpl.html
Redis (in-memory data store)
- Three clause BSD license
- https://redis.io/docs/about/license/
Spark (compute engine)
SQLite (file-based SQL datastore)
- Public Domain
- https://www.sqlite.org/copyright.html
TortoiseGit (Windows File Explorer git integration)
- GNU General Public License version 2.0
- https://tortoisegit.org/about/
- https://www.gnu.org/licenses/old-licenses/gpl-2.0
VS Code (light-weight cross-platform code editor)
VS Code Extensions (Python, PowerShell, Remote Repositories)
- pathlib - for working with paths (e.g. a data subfolder)
- pip - package manager
- wheel - wheel manager for safe, small, fast installations
- black - formatter
- ruff - linter
- pyright - type checker
- beautifulsoup4 - data from web pages
- bokeh - interactive charts 🌐 📊 BSD-3 - https://github.com/bokeh/bokeh/blob/branch-3.2/LICENSE.txt
- delta-lake - Apache 2.0 - https://github.com/delta-io/delta-rs/blob/main/LICENSE.txt
- dweepy - device feeds
- geopy - geographic information
- imageio - work with images
- jinja2 - templating used by Shiny 🌐
- jupyterlab - very popular web-based analytics environment ⭐
- keras - neural networks machine learning, datasets
- matplotlib - custom charts ⭐ 💹
- nltk - natural language toolkit, datasets
- numpy - 1D Arrays
- openpyxl - work with Excel files 📂
- pandas - 2D panel / sheet data ⭐ https://github.com/pandas-dev/pandas/blob/main/LICENSE
- pathlib - working with file system paths
- pika - RabbitMQ interface - BSD-3 - https://pypi.org/project/pika/
- plotly - MIT - https://plotly.com/python/is-plotly-free/
- polars - fast DataFrame library for Rust and Python - MIT - https://github.com/pola-rs/polars/blob/master/LICENSE
- prospector - static code analysis
- pymongo - work with noSQL datastore MongoDB and Atlas
- pyspark - work with Apache Spark
- scikit-learn - machine learning
- scipy - statistics and scientific computing
- seaborn - quick charts, datasets ⭐ 💹
- shiny - interactive apps 🌐 📊
- shinyswatch - themes for Shiny apps 🌐
- spacy - natural language processing
- sqlite3 - work with relational databases and SQL ⭐
- statsmodels - modeling, datasets
- tensorflow - machine learning
- textatistic - readability metrics
- textblob - text processing
- wordcloud - visualize frequency of text
- xlsxwriter - writing formatted Excel files 📂
Great Expectations
- https://greatexpectations.io/
- https://greatexpectations.io/static/fa9ec1c9941e054bd616fff12d59dee3/GX_Master_Subscription_Agreement_Template_-01_24_2023-.pdf
Neo4J Non-Community Edition
WinHex