Open pannhapat opened 4 years ago
Assumptions
Goals Presentation Goals Data Collection - > Analysis -> Data Selection -> Static Presentation
Data Collection - > Analysis -> Report Development -> Dashboard
V------------------------------------------<|
Data Collection - > Analysis -> Process -> Ask Questions -> Review Findings
The Analyst Decision Queue Machine Learning algorithms you have based on analyst input. Peer-review decision and allow analysts to collaborate as much as possible
Events -> Processing & Lookups -> Machine Learning -> Store High Confidence Data
Analyst Decision Queue ->. Analyst Decisions Sampled Raw Data. - > Machine Learning Training Low Confidence Data. -> Categorization Sampled High Confidence. - > Machine Learning Tuning Data Analyst Team Decisions -> Peer Review
Data Sources What to Stream -> Unless Already Log Monitoring Polling CSV
Data Storage Considerations Files Database Document store Distributed storage
Managing Multiple Sources
Statistics, aggregates, groupings, comparisons, and analysis