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Cloud provider
Data injection
No code data app
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Data streaming transformation
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Productionize DS notebook
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ML UDF function
Provide data schema for Spark
Realtime analytics
Platform observability
Anomaly detection
Dataset level lineage
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Self-service validation
Powered by ML
Workflow orchestration
Designed for K8s
DAG templates
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Analytics engineering
Data visualisation & BI
Support dbt project
Machine learning
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Entity resolution
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Tag-based access control
Anonymize data
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Clear
Close
No code data app
Customer data/engagement platform
Reverse ETL
Support CDC streaming
Kafka topics ingestion
SQL to dataset
Distributed computation
API - Library
Autoscaling
Productionize DS notebook
Support Flink library
Run on YARN
Run on Mesos
Run on K8s
In-Memory Performance
Unified model for batch and streaming
Run on Spark
Run on Flink
Run on Samza
Run on GCP Dataflow
Python library
Compiler technology
Computation optimization
Visual tool
Data quality checks
Spark library
Scala style API
computation middleware
Unified API
Sort Merge Bucket
Text search
ANN search
In-process DB
Time series database
Support evolving schema
Support nested schema
Support HDFS
Column-oriented storage
Query federation
OLAP
Support Hive Metastore
MPP architecture
Design for time series data
Knowledge graphs
Horizontal scalability
Automatic database tuning
Hadoop eco
OLTP
Data fabric
Data versioning
Support transactions
Support Upsert
Audit history
Support data compaction
Federated queries
Computation storage seperation
ML UDF function
Provide data schema for Spark
Anomaly detection
Dataset level lineage
ETL testing
Self-service validation
Powered by ML
Designed for K8s
DAG templates
Model deployment
Support dbt project
Knowledge library/portal
Entity resolution
Feature store
Model governance
Containerized
Automated data classification
Tag-based access control
Anonymize data
Data profiling
Experimentation platform
Metrics store
Databricks SQL
Looker Studio
GCP BigQuery
Syndetic
Dropbase
Castor
Secoda
Datahub
Amundsen
Lightdash
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