Five Data Collection Methods for AnalyticsTable Of Contents OVERVIEW DATA WAREHOUSE DATA LAKE BIG EVENT LOG STREAM PROCESSING LAMBDA ARCHITECTURE CONCLUSION 1 2 3 4 5 6 7 2The answer, of course, is: it depends. It depends on your needs, budget, and what you plan to do with the data. Choosing the right method to collect data is important, so this whitepaper will present the various methods for collecting data for analytics, and it will help you to understand how they work and identify which one is right for your Data needs. Is the data warehouse dead? Are data lakes the next big thing? Or is streaming where it’s at? The answer, of course, is: it depends. OVERVIEW 01 302 DATA WAREHOUSE It is a logical entity that can reside on one physical relational database management system (RDBMS

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