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Major Markets
Key Competitors
Databricks
Snowflake
Informatica
Databricks
Unified platform for data
analytics
and AI; Strong open-source commitment (Apache Spark
Delta Lake
MLflow); Scalability and performance for large datasets; Extensive partner ecosystem.
Complexity for smaller organizations; Potentially higher cost for specific use cases; Steeper learning curve for new users; Can be seen as a developer-centric platform.
Growing demand for AI/ML platforms; Expansion into new industry verticals; Further integration with cloud providers; Increased adoption of data lakehouse architecture.
Competition from cloud-native data services (AWS
Azure
GCP); Other specialized AI/ML platforms; Evolving open-source landscape; Data privacy regulations and compliance challenges.
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