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The Power Of The Data Lakehouse: Shaping The Future Of Analytics And Machine Learning
Forbes September 6, 2024
Suri Nuthalapati, Technical Leader – Data & AI at Cloudera | Founder Trida Labs | Founder Farmioc.
In today’s fast-changing data landscape, having a strong data system and advanced analytical tools is key to getting valuable insights and staying ahead of the competition. The data lakehouse architecture is leading this change—particularly for machine learning (ML) and advanced analytics—by combining the strengths of both data lakes and data warehouses.
The Evolution Of Data Architectures
Data warehousing used to be a solution targeting business intelligence, offering structured data storage and fast querying. However, as data volumes soared and became more complex, these systems struggled with issues like cost and scalability. They had a tough time dealing with unstructured data and meeting the...
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