1、GTC China , Dec 2020 NVIDIA E2E ETHERNET SOLUTION ACCELERATE DATA SCIENCE 2 WHAT IS DATA SCIENCE Data Science is a blend of various tools, algorithms, and machine learning principles with the goal to discover hidden patterns from the raw data. Data Science Life Cycle Capture data acquisition, data e
2、ntry, signal reception, data extraction Maintain data warehousing, data cleansing, data staging, data processing, data architecture Process data mining, clustering/classification, data modeling, data summarization Analyze exploratory/confirmatory, predictive analysis, regression, text mining, qualit
3、ative analysis Communicate data reporting, data visualization, business intelligence, decision making Maintain Process AnalyzeCommunicate Capture 3 DATA SCIENCE WITH NVIDIA NBU Capture Remote Data Center Edge site infrastructure High data rate sensor Roaming/Autonomous system Maintain High performance storage cluster All flash storage system Massive scale DC infrastructure Process High bandwidth l
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