# Modern Data Engineering Stack for Cyber --- [ETL (Extract Transform Load) & Data Integration & Data Replication](Modern%20Data%20Engineering%20Stack%20for%20Cyber/ETL%20(Extract%20Transform%20Load)%20&%20Data%20Integration%20&%20%20ea43ab9cc663403caf7ae9b16faa3c36.md) [Pandas](Modern%20Data%20Engineering%20Stack%20for%20Cyber/Pandas.md) [APIs & Integrations](Modern%20Data%20Engineering%20Stack%20for%20Cyber/APIs%20&%20Integrations%203e7ff7dfd02e485dacde375e815537aa.md) [Deploying Python Servers](Modern%20Data%20Engineering%20Stack%20for%20Cyber/Deploying%20Python%20Servers.md) [Excel for Cyber](Modern%20Data%20Engineering%20Stack%20for%20Cyber/Excel%20for%20Cyber.md) [Data Integration](Modern%20Data%20Engineering%20Stack%20for%20Cyber/Data%20Integration.md) [SSOT - Single Source of Truth Approach & Integration](Modern%20Data%20Engineering%20Stack%20for%20Cyber/SSOT%20-%20Single%20Source%20of%20Truth%20Approach%20&%20Integrati%2052ae0bcc766244f9899d5ec4e2600a94.md) [Misc Curated Data Solutions](Modern%20Data%20Engineering%20Stack%20for%20Cyber/Misc%20Curated%20Data%20Solutions.md) --- # Random Tools, Platforms, etc. - [Cloud Database Platform | Compose](https://www.compose.com/) - https://github.com/sosedoff/pgweb - connecting to postgres and looking at tables - [https://pgdash.io/blog/postgres-gui-tools.html](https://pgdash.io/blog/postgres-gui-tools.html) # Data Engineering Ontology ## Related Acronyms or Terms ### Data Activities - ETL - Extract Transform Load - ELT - Extract Load Transform - Data orchestration - [Data processing](https://www.bmc.com/blogs/batch-processing-stream-processing-real-time/) - Data replication - [Data ingestion](https://www.bmc.com/blogs/automate-data-ingestion/) - [Data pipelining](https://www.bmc.com/blogs/data-pipeline/) - Stream data integration - Data Integration - [Data fabrics](https://www.bmc.com/blogs/data-fabric/) - Data virtualization - [Data engineering](https://www.bmc.com/blogs/data-engineer-vs-data-scientist/) - Data provisioning - Data privacy - Data governance - Data mining - Data mapping - Data discovery - Data wrangling - data streaming