Data & ML Tech Radar

Languages

USE

38. Go

39. Python

40. Standard SQL

TRIAL

ASSESS

HOLD

Frameworks And Tooling

USE

5. BigQuery Geo Viz

7. Colaboratory

10. dbt-core

11. Elementary

12. Looker Studio

15. ruff

17. Poetry

22. ruff

23. sqlfluff

TRIAL

3. Apache Beam Python SDK

4. Apache Beam

20. PyTorch

24. Stitch

25. Streamlit

26. TensorFlow

ASSESS

2. Apache Beam Go SDK

8. Data Catalog

16. Openrouteservice

21. QGIS

HOLD

1. Airflow

6. Black

9. Dataform

13. Looker

14. Mode

18. Power BI

19. PySpark

Techniques

USE

41. Data Mesh

42. ML Ops

43. Transactional Outbox Microservice Pattern

TRIAL

ASSESS

HOLD

Infrastructure

USE

28. BigQuery

29. Cloud Pub/Sub

30. Cloud Run Jobs

31. Cloud Run

32. Cloud Storage

37. Vertex AI

TRIAL

33. Dataflow

ASSESS

27. BigQuery ML

34. Dataplex

HOLD

35. Dataproc

36. GitHub Actions