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COMPLETELY CUSTOMIZABLE Experience Center
Use Cases
Ingestion Limited Sources
Change Data Capture(CDC)
ETL pipelines and dataflows
Machine learning
Data sources
Databases Limited
File systems
FTP
Salesforce
Data warehouses
Message queues
NoSQL
Index stores
Custom
Targets
Databases Limited
File systems
Salesforce
Data warehouses
Message queues
NoSQL
Index stores
Custom
File formats
Text and CSV
AVRO
Parquet
XML
ORC
Job types
Small
Medium
Large
Billing
Credit points 1000 credit points 1000 credit points + additional purchases Unlimited
Collaboration
Multiple teams
Multiple personas
Multiple projects
Integration with GIT
CI/CD
Data pipelines
Multiple sources and targets
Versioning
Auto-scaling
Cloning
Resource allocation
Plugin registration (operators)
Data transformations
String functions
Number functions
Date
Data quality
Aggregation
Data enrichment Limited
Data blending
Lookups
Joins
Windows
Pipeline operations
Job history
Job status
Scheduling
Error logs
Pipeline orchestration
Coordinate multiple pipelines
Design and monitor execution
Trigger conditions on pipelines
Success and failure flows
Built-in operators: File Sensors, database updates, bash commands, email alerts
Test workflows
Schedule workflows
Holiday calendar support
Templates
DataSets
Dataset management
Versioning
Schema rules
Profile analysis
Lineage
Data validation
Data validation jobs
Data Science
Data preparation
Data pre-processing
Model training
Model testing
Hyperparameter tuning
Scheduled retraining
Scoring
Model management
Drift detection
Model and data snapshots
Multiple technologies: Python, H2O, Spark
Notebooks
Auditing
Capture activities in the platform
Event searches
Configurable retention of events
Administration
User management
Configurable roles and groups
Cluster configurations
White labelling
Security
LDAP
Kerberos
Quality
Test cases
Test suites
Deployment
On-premise
Private and public cloud