Post on 16-Jul-2020
transcript
Olivia Klose | Technical Evangelist, Microsoft
@oliviaklose
blogs.technet.com/oliviaklose
Meet Olivia | @oliviaklose
• Microsoft Technical Evangelist– Fokus: Big Data, Hadoop, Hive, etc.
• Machine Learning– Informatik mit Mathematik an der University of Cambridge, TU
München und dem IIT Bombay
– Medizinische Bildgebung
– Nuklearmedizinische Klinik in München
• IT Erfahrungen in Großunternehmen
Agenda
Modul Inhalt
1 Intro & Big Data Buzzwords
- Big Data, Hadoop, MapReduce, HDInsight
2 Big Data Szenario: Twitter-Analyse
3 Manage: Daten extrahieren und speichern- Windows Azure Blob Storage, Windows Azure SQL Database, VM
4 Analyse: Daten analysieren
- HDInsight, Hive
5 Insights: Erkenntnisse aus Daten gewinnen
- ODBC Treiber, PowerPivot & PowerView
Modul 2
Big Data Szenario: Twitter-Analyse
• Big Data Workflow
• Big Data Szenario: Story, Big Picture, Technologien,
Voraussetzungen
Big Data Workflow
Modul 2 – Big Data Szenario
The Big Data Workflow
Modul 2 – Big Data Szenario
Big Data Szenario: Twitter Analyse
Story
• Neue Marketing-Kampagne
• Stimmung in sozialen Netzwerken, genauer: Twitter
• Keywords, z.B. Xbox, Skype, HDInsight,…
• Score: positiv, neutral, negativ
The Big Picture
The Big Picture
Extract
StreamInsight
The Big Picture
Extract
StreamInsight
Real-Time Dashboard
The Big Picture
Extract
StreamInsight
SQL Azure
Real-Time Dashboard
The Big Picture
Extract
StreamInsight
SQL Azure
Azure BlobStorage
Real-Time Dashboard
The Big Picture
Extract
StreamInsight
SQL Azure
Azure BlobStorage
Real-Time Dashboard
Analyze
Hive Tables
…
The Big Picture
Extract
StreamInsight
SQL Azure
Azure BlobStorage
Real-Time Dashboard
Analyze
Hive Tables
…
Mash Up & Visualise
The Big Picture
Virtual Machine
Excel
HDInsight
Voraussetzungen
• Big Data Twitter Source Code: http://twitterbigdata.codeplex.com/
• Windows Azure Konto oder http://aka.ms/azurenow
• PowerPivot Add-In für Excel: http://aka.ms/powerpivot2013
• PowerView Add-In für Excel: http://aka.ms/activatepowerview
• Zusätzliche Setup-Dateien: http://aka.ms/bigdatatwitter-add
DEMOWindows Azure Konto
DEMOExcel Add-Ins: PowerPivot und Power View
DEMOtwitterbigdata.codeplex.com
DEMOBig Data Twitter Demo – zusätzliche Dateien
Agenda
Modul Inhalt
1 Intro & Big Data Buzzwords
- Big Data, Hadoop, MapReduce, HDInsight
2 Big Data Szenario: Twitter-Analyse
3 Manage: Daten extrahieren und speichern- Windows Azure Blob Storage, Windows Azure SQL Database, VM
4 Analyse: Daten analysieren
- HDInsight, Hive
5 Insights: Erkenntnisse aus Daten gewinnen
- ODBC Treiber, PowerPivot & PowerView
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