{"id":33719,"date":"2023-05-03T07:07:58","date_gmt":"2023-05-03T07:07:58","guid":{"rendered":"https:\/\/www.devopsschool.com\/blog\/?p=33719"},"modified":"2023-05-03T07:08:00","modified_gmt":"2023-05-03T07:08:00","slug":"30-comprehensive-list-of-tools-category-in-dataops","status":"publish","type":"post","link":"https:\/\/www.devopsschool.com\/blog\/30-comprehensive-list-of-tools-category-in-dataops\/","title":{"rendered":"30 comprehensive list of tools category in DataOps"},"content":{"rendered":"\n
    \n
  1. Data Integration tools: Apache Nifi, Talend, Informatica, IBM InfoSphere DataStage, Microsoft SQL Server Integration Services (SSIS), AWS Glue.<\/li>\n\n\n\n
  2. Data Management tools: Apache Hadoop, Apache Spark, Apache Kafka, Cloudera, Hortonworks, MapR.<\/li>\n\n\n\n
  3. Data Warehousing tools: Amazon Redshift, Snowflake, Microsoft Azure SQL Data Warehouse, Google BigQuery, Oracle Autonomous Data Warehouse.<\/li>\n\n\n\n
  4. Data Virtualization tools: Denodo, TIBCO Data Virtualization, Delphix, Informatica, Red Hat JBoss Data Virtualization.<\/li>\n\n\n\n
  5. ETL (Extract, Transform, Load) tools: Apache Nifi, Talend, Informatica, IBM InfoSphere DataStage, Microsoft SQL Server Integration Services (SSIS), AWS Glue.<\/li>\n\n\n\n
  6. Data Pipeline tools: AWS Data Pipeline, Apache Airflow, Confluent, Talend Pipeline Designer, StreamSets Data Collector.<\/li>\n\n\n\n
  7. Data Catalog tools: Collibra, Alation, IBM Watson Knowledge Catalog, Informatica Enterprise Data Catalog, AWS Glue Data Catalog.<\/li>\n\n\n\n
  8. Data Quality tools: Talend Data Quality, Informatica Data Quality, Trifacta, IBM InfoSphere Information Analyzer, Talend Data Preparation.<\/li>\n\n\n\n
  9. Data Governance tools: Collibra, Informatica Axon, IBM InfoSphere Information Governance Catalog, Talend Data Fabric, Alation.<\/li>\n\n\n\n
  10. Data Privacy tools: BigID, Collibra, Informatica Privacy Management, Talend Data Fabric, IBM Data Privacy Passports.<\/li>\n\n\n\n
  11. Master Data Management (MDM) tools: Informatica MDM, Talend MDM, IBM InfoSphere MDM, SAP Master Data Governance.<\/li>\n\n\n\n
  12. Data Security tools: IBM Guardium, Informatica Secure@Source, Talend Data Fabric, BigID, AWS Macie.<\/li>\n\n\n\n
  13. Data Lineage tools: Informatica Enterprise Data Catalog, IBM InfoSphere Information Governance Catalog, Talend Data Fabric, Alation.<\/li>\n\n\n\n
  14. Data Archiving tools: Iron Mountain, Hitachi Vantara, Commvault, Rubrik, Dell EMC.<\/li>\n\n\n\n
  15. Data Masking tools: Informatica Persistent Data Masking, IBM InfoSphere Optim Data Privacy, Delphix Dynamic Data Platform.<\/li>\n\n\n\n
  16. Data Analytics tools: Apache Hadoop, Apache Spark, Google Cloud Dataflow, Microsoft Azure Stream Analytics, AWS EMR.<\/li>\n\n\n\n
  17. Business Intelligence (BI) tools: Tableau, Microsoft Power BI, QlikView, SAP BusinessObjects, MicroStrategy.<\/li>\n\n\n\n
  18. Data Visualization tools: Tableau, Microsoft Power BI, QlikView, SAP Lumira, TIBCO Spotfire.<\/li>\n\n\n\n
  19. Machine Learning (ML) tools: TensorFlow, scikit-learn, Keras, PyTorch, Apache MXNet.<\/li>\n\n\n\n
  20. Natural Language Processing (NLP) tools: NLTK, Spacy, Stanford CoreNLP, Google Cloud Natural Language API, Amazon Comprehend.<\/li>\n\n\n\n
  21. Data Exploration tools: Apache Zeppelin, Jupyter Notebook, Microsoft Azure Notebooks, Databricks, IBM Watson Studio.<\/li>\n\n\n\n
  22. Data Science Collaboration tools: Kaggle, Databricks, Dataiku, Domino Data Lab, H2O.ai.<\/li>\n\n\n\n
  23. Data Governance Automation tools: Collibra, Informatica Axon, Talend Data Fabric, Alation.<\/li>\n\n\n\n
  24. Data Engineering tools: Apache Beam, Apache Flink, Apache NiFi, Apache Kafka, AWS Glue.<\/li>\n\n\n\n
  25. Data Transformation tools: Talend, Apache Nifi, Informatica PowerCenter, IBM InfoSphere DataStage, Microsoft SSIS.<\/li>\n\n\n\n
  26. Data Storage tools: Amazon S3, Azure Blob Storage, Google Cloud Storage, IBM Cloud Object Storage, Dell EMC Isilon.<\/li>\n\n\n\n
  27. Data Versioning tools: DVC, Git LFS, Apache Sub<\/li>\n<\/ol>\n","protected":false},"excerpt":{"rendered":"","protected":false},"author":1,"featured_media":0,"comment_status":"open","ping_status":"closed","sticky":false,"template":"","format":"standard","meta":{"_kad_post_transparent":"","_kad_post_title":"","_kad_post_layout":"","_kad_post_sidebar_id":"","_kad_post_content_style":"","_kad_post_vertical_padding":"","_kad_post_feature":"","_kad_post_feature_position":"","_kad_post_header":false,"_kad_post_footer":false,"_kad_post_classname":"","_joinchat":[],"footnotes":""},"categories":[2],"tags":[],"class_list":["post-33719","post","type-post","status-publish","format-standard","hentry","category-uncategorised"],"_links":{"self":[{"href":"https:\/\/www.devopsschool.com\/blog\/wp-json\/wp\/v2\/posts\/33719","targetHints":{"allow":["GET"]}}],"collection":[{"href":"https:\/\/www.devopsschool.com\/blog\/wp-json\/wp\/v2\/posts"}],"about":[{"href":"https:\/\/www.devopsschool.com\/blog\/wp-json\/wp\/v2\/types\/post"}],"author":[{"embeddable":true,"href":"https:\/\/www.devopsschool.com\/blog\/wp-json\/wp\/v2\/users\/1"}],"replies":[{"embeddable":true,"href":"https:\/\/www.devopsschool.com\/blog\/wp-json\/wp\/v2\/comments?post=33719"}],"version-history":[{"count":1,"href":"https:\/\/www.devopsschool.com\/blog\/wp-json\/wp\/v2\/posts\/33719\/revisions"}],"predecessor-version":[{"id":33720,"href":"https:\/\/www.devopsschool.com\/blog\/wp-json\/wp\/v2\/posts\/33719\/revisions\/33720"}],"wp:attachment":[{"href":"https:\/\/www.devopsschool.com\/blog\/wp-json\/wp\/v2\/media?parent=33719"}],"wp:term":[{"taxonomy":"category","embeddable":true,"href":"https:\/\/www.devopsschool.com\/blog\/wp-json\/wp\/v2\/categories?post=33719"},{"taxonomy":"post_tag","embeddable":true,"href":"https:\/\/www.devopsschool.com\/blog\/wp-json\/wp\/v2\/tags?post=33719"}],"curies":[{"name":"wp","href":"https:\/\/api.w.org\/{rel}","templated":true}]}}