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Databricks
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Databricks
Leading data lakehouse platform
Strong machine learning and AI capabilities
Extensive ecosystem and integrations
Complexity for new users
High cost for large-scale deployments
Steeper learning curve
Growing demand for unified data platforms
Expansion into new industry verticals
AI/ML adoption acceleration
Competition from cloud providers' native services
Open-source alternatives
Data governance and privacy regulations
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