Merge pull request #984 from oracle-devrel/km-changes

small changes

Author: KhMoustafa

data-platform/data-integration/README.md

@@ -2,6 +2,10 @@
 
 Oracle provides a fully-fledged solution for Data Integration. Our products support Batch and Real-Time use cases. We provide PaaS and IaaS solutions:
 
+Reviewed: 24.04.2024
+
+# Useful Links
+
 * [OCI GoldenGate](https://docs.oracle.com/en/cloud/paas/goldengate-service/druyg/index.html#articletitle)
 * [OCI Data Integration](https://www.oracle.com/integration/data-integration/)
 * [OCI Data Catalog](https://www.oracle.com/big-data/data-catalog/)

data-platform/data-integration/oci-data-catalog/README.md

@@ -4,18 +4,18 @@ Data Catalog is a metadata management service that helps data consumers discover
 
 With OCI Data Catalog, data analysts, data scientists, data engineers, and data stewards have a single self-service environment to discover the data that is available in the cloud sources. Data Catalog helps data providers create a data dictionary comprising technical and business metadata. Data consumers can easily assess the suitability of data for analytics and data science projects.
 
-
+Reviewed: 24.04.2024
 
 # Useful Links
 
 - [Building Meaningful Catalogs For Data Lakes](https://blogs.oracle.com/dataintegration/post/)
-    - How to use Data Catalog to avoid a Data Swamp
+    - How to use a Data Catalog to avoid a Data Swamp
 
 - [Fast Track data discovery with OCI Data Catalog](https://blogs.oracle.com/cloud-infrastructure/post/fast-track-data-discovery-with-new-release-of-oci-data-catalog)
     - Automated discovery and creation of Data Assets
 
 - [Enrich metadata with OCI Data Catalog](https://blogs.oracle.com/dataintegration/post/enrich-metadata-with-oracle-cloud-infrastructure-data-catalog)
-    - Harvest, enrich, and curate technical and business metadata
+    - Harvest, enrich and curate technical and business metadata
 
 - [Using AI and ML to enrich metadata in OCI Data Catalog](https://blogs.oracle.com/dataintegration/post/using-ai-and-ml-to-enrich-metadata-in-data-catalog)
     - Recommendation engine to enrich your metadata in the data catalog

data-platform/data-integration/oci-data-integration/README.md

@@ -2,9 +2,9 @@
 
 Data Integration is a fully managed, multi-tenant service that helps data engineers and developers with data movement and data loading tasks. Powered by Spark ETL or ELT processes, a large volume of data can be ingested from a variety of data assets; cleansed; transformed and reshaped; and efficiently loaded to Oracle Cloud Infrastructure target data assets.
 
-
+Reviewed: 24.04.2024
 
-## Useful Link
+# Useful Link
 
 - [OCI Data Integration - Extract data from Fusion Apps](https://www.youtube.com/watch?v=r0m1qCG8v5c)
     - Video on how to use OCI Data Integration for extracting data from Oracle Fusion Apps
@@ -25,7 +25,7 @@ Data Integration is a fully managed, multi-tenant service that helps data engine
     - Blog article explaining how to Automate OCI Data Integration Pipelines with parameters
 
 - [Automate Object Store file ingestion to DBCS with OCI DI](https://medium.com/@aporcescu/automating-oracle-object-store-file-loading-with-oci-data-integration-64f8d608601e)
-    - A step-by-step blog article that explains how to trigger OCI Data Integration job everytime a new file was uploaded to the Object Store
+    - A step-by-step blog article that explains how to trigger the OCI Data Integration job every time a new file is uploaded to the Object Store
 
 
 # License

data-platform/data-integration/oci-goldengate/README.md

@@ -1,10 +1,10 @@
 # OCI GoldenGate
 
-Oracle Cloud Infrastructure GoldenGate is a fully managed, native cloud service that moves data in real-time, at scale. OCI GoldenGate processes data as it moves from one or more data management systems to target databases. You can also design, run, orchestrate, and monitor data replication tasks without having to allocate or manage any compute environments.
-
+Oracle Cloud Infrastructure GoldenGate is a fully managed, native cloud service that moves data in real-time, at scale. OCI GoldenGate processes data as it moves from one or more data management systems to target databases. You can also design, run, orchestrate, and monitor data replication tasks without having to allocate or manage any Compute environment.
 
+Reviewed: 24.04.2024
 
-## Useful Links
+# Useful Links
 
 - [Install GoldenGate Microservices 21c in silent mode](https://medium.com/@eloi-lopes29/install-goldengate-microservices-21c-in-silent-mode-48a904b97dc3)
     - How to install GoldenGate in SilentMode
@@ -16,33 +16,33 @@ Oracle Cloud Infrastructure GoldenGate is a fully managed, native cloud service
     - Blog article explaining how to connect GG Classic to OCI GoldenGate
 
 - [Using Profiles with OCI GoldenGate](https://blogs.oracle.com/dataintegration/post/using-profiles-with-oci-goldengate)
-    - Blog article explaining the process on how to control encryption in GoldenGate
+    - Blog article explaining the process of how to control encryption in GoldenGate
 
 - [GoldenGate monitoring and sending notifications](https://eloi-lopes29.medium.com/goldengate-monitoring-and-sending-notifications-1faead58c6bd)
     - Blog article explaining how to send notifications in a process fails
 
-- [Configuring GoldenGate For SQL Server and load data into Autonomous Database](https://eloi-lopes29.medium.com/configuring-goldengate-for-sql-server-and-load-data-into-autonomous-database-b8026d2d3e6f)
+- [Configuring GoldenGate For SQL Server and loading data into Autonomous Database](https://eloi-lopes29.medium.com/configuring-goldengate-for-sql-server-and-load-data-into-autonomous-database-b8026d2d3e6f)
     - Blog article explaining how to send data from SQL Server into Autonomous Database using GoldenGate
 
 - [Capture Kafka messages with Oracle Goldengate 21c](https://www.linkedin.com/pulse/capture-kafka-messages-oracle-goldengate-21c-juliana-a-gomes/)
-    - Blog article explaining the process on capturing Kafka messages and loading them to Oracle DB in real-time
+    - Blog article explaining the process of capturing Kafka messages and loading them to Oracle DB in real-time
 
 - [GoldenGate for Big Data — Replication to Oracle Object Storage](https://eloi-lopes29.medium.com/goldengate-for-big-data-replication-to-oracle-object-storage-7dfcd8d2bc63)
-    - Article that explains the steps for loading data into Oracle Object Storage in real-time
+    - An article that explains the steps for loading data into Oracle Object Storage in real-time
 
 - [OCI GoldenGate and VCN Peering](https://www.linkedin.com/pulse/oci-goldengate-vcn-peering-juliana-a-gomes/?lipi=urn%3Ali%3Apage%3Ad_flagship3_profile_view_base_post_details%3Bq5ZGotyxQJq4RCBrHNn%2F0g%3D%3D)
-    - Article that shows on how to connect OCI GoldenGate instances that are in separate VCNs
+    - An article that shows how to connect OCI GoldenGate instances that are in separate VCNs
 
 - [OCI GoldenGate Capture data from Azure Event Hubs to Autonomous Database](https://www.youtube.com/watch?v=IEQrE7wZLXc)
     - Video that guides you through the steps of configuring replication between Azure Event Hubs and Oracle Autonomous Database using OCI GoldenGate
 
 - [Sync data between DBCS and Google BigQuery using Stage and Merge](https://github.com/alexandruporcescu/Articles/blob/main/Sync%20OracleDB%20with%20Google%20BigQuery/Replicate%20data%20from%20Oracle%20DB%20to%20Google%20BigQuery%20using%20GoldenGate%20Stage%20and%20Merge%20handler.md)
-    - GitHub articles that shows a step-by-step guide on how to achieve replication between Oracle Database and Google BigQuery using OCI Goldengate
+    - GitHub articles that show a step-by-step guide on how to achieve replication between Oracle Database and Google BigQuery using OCI Goldengate
 
 - [Access OCI GoldenGate Logs using OCI Logging](https://blogs.oracle.com/dataintegration/post/access-oci-goldengate-logs-using-oci-logging)
-    - Blog article that explains the integration of OCI GoldenGate with OCI Logging
+    - A blog article that explains the integration of OCI GoldenGate with OCI Logging
 
-- [Configuring OCI GoldenGate with Data Guard enabled databases](https://blogs.oracle.com/dataintegration/post/configuring-oci-goldengate-with-data-guard-enabled-databases)
+- [Configuring OCI GoldenGate with Data Guard-enabled databases](https://blogs.oracle.com/dataintegration/post/configuring-oci-goldengate-with-data-guard-enabled-databases)
     - This article intends to explain how to configure OCI GoldenGate connections to Data Guard and how to configure GoldenGate processes to adapt to switchover or failover changing roles
 
 - [Configuring the GoldenGate Management Pack / Enterprise Manager with OCI GoldenGate](https://blogs.oracle.com/dataintegration/post/configuring-the-goldengate-management-pack-enterprise-manager-with-oci-goldengate)

data-platform/data-integration/oracle-data-integrator/README.md

@@ -2,9 +2,9 @@
 
 Oracle Data Integrator is a comprehensive data integration platform that covers all data integration requirements: from high-volume, high-performance batch loads, to event-driven, trickle-feed integration processes, to SOA-enabled data services. Oracle Data Integrator (ODI) 12c, the latest version of Oracle’s strategic Data Integration offering, provides superior developer productivity and improved user experience with a redesigned flow-based declarative user interface and deeper integration with Oracle GoldenGate. ODI12c further builds on its flexible and high-performance architecture with comprehensive big data support and added parallelism when executing data integration processes. It includes interoperability with Oracle Warehouse Builder (OWB) for a quick and simple migration for OWB customers to ODI12c. 
 
-
+Reviewed: 24.04.2024
 
-## Useful Links
+# Useful Links
 
 - [Oracle Data Integrator (ODI) Documentation](https://docs.oracle.com/en/middleware/fusion-middleware/data-integrator/12.2.1.4/odiun/overview-oracle-data-integrator.html#GUID-3B2C52A4-8AFB-424A-9964-29838E875433)
 
@@ -15,7 +15,7 @@ Oracle Data Integrator is a comprehensive data integration platform that covers
 
 - [Install ODI Agent on ExaCC with ODI Marketplace](https://eloi-lopes29.medium.com/install-odi-agent-on-exacc-with-odi-marketplace-c98a1a422f55)
 
-- [Changing Autonomous Database wallet in ODI Marketplace](https://eloi-lopes29.medium.com/changing-autonomous-database-wallet-in-odi-marketplace-707a2e2dcf9)
+- [Changing the Autonomous Database wallet in ODI Marketplace](https://eloi-lopes29.medium.com/changing-autonomous-database-wallet-in-odi-marketplace-707a2e2dcf9)
 
 - [ODI — Extracting data from ERP Cloud](https://eloi-lopes29.medium.com/odi-extracting-data-from-erp-cloud-f503baef4499)
 

data-platform/data-integration/oracle-data-transforms/README.md

@@ -2,7 +2,9 @@
 
 Data Transforms is an easy-to-use graphical user interface that Oracle Autonomous Database users can use to design graphical data transformations for data integration.
 
-Data Transforms allows you to design data transformations in the form of data loads, data flows, and workflows, without requiring you to write any code. Data loads provide a convenient way of loading data into Autonomous Database, data flows define how the data is moved and transformed between different systems, while the workflows define the sequence in which the data flows are executed.
+Data Transforms allows you to design data transformations in the form of data loads, data flows, and workflows, without requiring you to write any code. Data Load provides a convenient way of loading data into an Autonomous Database, data flows define how the data is moved and transformed between different systems, while the workflows define the sequence in which the data flows are executed.
+
+Reviewed: 24.04.2024
 
 # Useful Links
 

data-platform/data-integration/oracle-goldengate/README.md

@@ -1,6 +1,8 @@
 # Oracle GoldenGate
 
-Oracle GoldenGate is a comprehensive software package for enabling the replication of data in heterogeneous data environments. The product set enables high availability solutions, real-time data integration, transactional change data capture, data replication, transformations, and verification between operational and analytical enterprise systems.
+Oracle GoldenGate is a comprehensive software package for enabling the replication of data in heterogeneous data environments. The product set enables high-availability solutions, real-time data integration, transactional change data capture, data replication, transformations, and verification between operational and analytical enterprise systems.
+
+Reviewed: 24.04.2024
 
 # Table of Contents
 
@@ -11,7 +13,7 @@ Oracle GoldenGate is a comprehensive software package for enabling the replicati
 # Team Publications
 
 - [On-Demand Video Oracle GoldenGate for Multicloud, Data Lakes, and Big Data Deep Dive](https://go.oracle.com/LP=137345?elqCampaignId=468926&src1=:eng:lw:ie::::Odlwtlw_David_Horgan#On-Demand-Webinars)
-    - Oracle GoldenGate deep dive session discussing various use-cases for Multicloud, Data Lakes, and Big Data
+    - Oracle GoldenGate deep dive session discussing various use cases for Multicloud, Data Lakes, and Big Data
 
 - [Datasheet Oracle GoldenGate Management Pack](https://www.oracle.com/a/ocom/docs/goldengate-management-pack-datasheet.pdf)
     - Oracle GoldenGate Monitoring capabilities
@@ -39,18 +41,15 @@ Oracle GoldenGate is a comprehensive software package for enabling the replicati
 - [GoldenGate Product Blogs](https://blogs.oracle.com/dataintegration/)
     - Oracle GoldenGate Product blogs on various functionality
 
-- [GoldenGate Product Youtube Channel](https://www.youtube.com/channel/UCQZN-1TrusmKNLgJbq5SxNQ)
-    - Oracle GoldenGate Product Youtube channel with how to use videos
+- [GoldenGate Product YouTube Channel](https://www.youtube.com/channel/UCQZN-1TrusmKNLgJbq5SxNQ)
+    - Oracle GoldenGate Product YouTube channel with how to use videos
 
-- [GoldenGate Community help forum](https://forums.oracle.com/ords/apexds/domain/dev-community/category/goldengatenested?tags=goldengate)
-    - Oracle GoldenGate Product community help center
+- [GoldenGate Community Help Forum](https://forums.oracle.com/ords/apexds/domain/dev-community/category/goldengatenested?tags=goldengate)
+    - Oracle GoldenGate Product Community Help Center
 
 - [GoldenGate 23C Free](https://docs.oracle.com/en/middleware/goldengate/free/23/uggfe/what-is-goldengate-free.html#GUID-27DF4E00-4359-4266-81E7-2972DC3BE498)
     - What is Oracle GoldenGate 23C Free Version?
 
- 
-# Reusable Assets Overview
-
 - [GoldenGate High Availability Overview and Best Practices](https://docs.oracle.com/en/database/oracle/oracle-database/19/haovw/overview-oracle-goldengate-high-availability-best-practices.html#GUID-BF26CB63-31FE-42F9-A418-CF9725A3CD72)
     - Oracle GoldenGate High Availability Overview and Best Practices
 
@@ -70,13 +69,13 @@ Oracle GoldenGate is a comprehensive software package for enabling the replicati
     - Application Failover Options for Oracle GoldenGate
 
 - [Oracle GoldenGate Best Practices: Active-Active Configuration](https://www.oracle.com/a/ocom/docs/ogg-best-practices-active-active.pdf)
-    - How to configure and manage GoldenGate in Active-Active use-case?
+    - How to configure and manage GoldenGate in an Active-Active use case?
 
 - [Set Up Bidirectional Replication for Oracle GoldenGate Microservices Architecture](https://docs.oracle.com/en/middleware/goldengate/core/21.3/coredoc/quickstart-bidirectional-replication.html)
-    - How to configure GoldenGate Microservices Architecture in Active-Active scenario?
+    - How to Configure GoldenGate Microservices Architecture in an Active-Active Scenario?
 
 - [Set up Bidirectional Replication for Oracle GoldenGate Classic Architecture](https://docs.oracle.com/en/middleware/goldengate/core/19.1/admin/configuring-oracle-goldengate-active-active-high-availability.html)
-    - How to configure GoldenGate Classic Architecture in Active-Active scenario?
+    - How to Configure GoldenGate Classic Architecture in an Active-Active Scenario?
 
 - [Oracle GoldenGate Performance Best Practices](https://www.oracle.com/technetwork/database/availability/maa-gg-performance-1969630.pdf)
     - How to use GoldenGate to achieve the maximum performance
@@ -94,16 +93,16 @@ Oracle GoldenGate is a comprehensive software package for enabling the replicati
     - How to create connections, groups, compare pairs and repair the data in Veridata?
 
 - [Configuring Partitions in Oracle GoldenGate Veridata](https://www.youtube.com/watch?v=N28CsAr5kjw&autoplay=0&html5=1)
-    - How to configure partitions for comparision in the Veridata?
+    - How to configure partitions for comparison in the Veridata?
 
 - [Five Cs of Oracle GoldenGate Veridata: Connect, Create Groups, Compare Pairs, Configure Partition, and Correct Jobs](https://blogs.oracle.com/dataintegration/five-cs-in-oracle-goldengate-veridata:-connect-create-groups-compare-pairs-configure-partitions-and-correct-jobs)
-    - The GoldenGate Veridata blog mentioning about various stages of comparison
+    - The GoldenGate Veridata blog mentions various stages of comparison
 
 - [The Magic of Delta Comparison in Oracle GoldenGate Veridata](https://blogs.oracle.com/dataintegration/post/the-magic-of-delta-comparison-in-oracle-goldengate-veridata)
     - Explaining the Delta comparison in Veridata
 
 - [Veridata Automatic Partition](https://blogs.oracle.com/dataintegration/oracle-goldengate-veridata-automatic-row-partitioning-feature)
-    - How to configure Automatic Partition in Veridata?
+    - How to Configure Automatic Partition in Veridata?
 
 - [How to set Credential in GoldenGate OEM PlugIn](https://www.youtube.com/watch?v=zFaX348_LiA)
     - How to set Credential in GoldenGate OEM PlugIn