Join Snowflake Training in India Snowflake Training
                     The Snowflake 
Ecosystem: Tools and 
Integrations
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Introduction to the 
Ecosystem
• - Snowflake is not just a data warehouse 
— it's a powerful data cloud ecosystem.
• - Enables data integration, sharing, 
analytics, and application development.
• - Open architecture allows seamless 
integration with leading tools across 
industries Snowflake Training.
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Key Components of the 
Ecosystem
• - Ingestion Tools
• - ETL/ELT Pipelines
• - Business Intelligence (BI) Tools
• - Data Science & ML Platforms
• - Data Governance Tools
• - Cloud Storage Services
• - Snowflake Native Features & APIs
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Data Ingestion Tools
• - Fivetran, Stitch, Matillion – Simplify ELT 
pipelines
• - Snowpipe – Native, continuous data 
ingestion service
• - Kafka Connectors – Stream real-time 
data
• - AWS Lambda / Azure Functions – 
Custom ingest workflows
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ETL/ELT & Data 
Integration Tools
• - Informatica, Talend, Apache Nifi – 
Enterprise ETL platforms
• - dbt (data build tool) – SQL-based 
transformation, version-controlled
• - Apache Airflow – Workflow 
orchestration and scheduling
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Cloud Storage 
Integrations
• - Supports Amazon S3, Azure Blob 
Storage, Google Cloud Storage
• - Manual loading and automated 
streaming from cloud buckets
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Business Intelligence (BI) 
Tools
• - Connects with Tableau, Power BI, 
Looker, Qlik, ThoughtSpot, Sisense
• - Supports live querying via ODBC/JDBC 
or Snowflake-native connectors
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Data Science & ML 
Integrations
• - Python (via Snowpark), R, Julia via 
external connectors
• - Jupyter Notebooks integration
• - ML platforms: DataRobot, H2O.ai, 
SageMaker, Azure ML
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Snowpark & UDFs
• - Snowpark: Developer framework for 
Python, Java, Scala
• - Write code once, run where the data 
lives
• - Support for UDFs and Stored 
Procedures
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Data Governance Tools
• - Tools: Collibra, Alation, Informatica for 
metadata/cataloging
• - Immuta, Privacera for policy-based 
access control
• - Native role-based access, masking, 
tagging in Snowflake
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Snowflake Marketplace & 
Data Sharing
• - Discover and use third-party datasets 
via Marketplace
• - Integrate shared datasets with internal 
tools
• - Secure Data Sharing across clouds 
without data movement
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Ecosystem in Action – 
Example Use Case
• Marketing Analytics Pipeline Example:
• - Data Source: Google Ads, Facebook Ads
• - Ingestion: Fivetran loads into Snowflake
• - Transformation: dbt models ad 
performance
• - BI: Tableau dashboard for insights
• - ML: Predict churn using Snowpark + Python
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Conclusion
• - Snowflake ecosystem is open, flexible, 
and powerful
• - Seamless integration across the data 
lifecycle
• - Supports real-time, scalable, and 
secure data solutions 
Snowflake Training in India
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Visualpath is the Leading and 
Best Institute for learning in 
Hyderabad. We provide
 Snowflake Online Training. You 
will get the best course at an 
affordable cost.
For more Details 
Contact +91 7032290546
Visit: 
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ake-training.html
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