Smart data hub
Click here to load reader
-
Upload
ali-belcaid -
Category
Data & Analytics
-
view
161 -
download
1
description
Transcript of Smart data hub
Smart Data HubOverview of service catalogue offer
Ali Belcaid © AB Advisory & Consulting 2014
Smart Data Hub
Data Subscription
What :
Regular scheduled custom data provision for a monthly fee with a setup charge.
This might include pricing data, lead generation data, research data. Monitoring
services for social media and websites. Market data collection.
How :
Scraping /parsing data, Vertical search and workflow setup for Data flow
Solutions :
Nutch, Scrapy, Solr, Elastic search… + Hadoop/Hbase/Mongodb/MySQL… for storage
Data Hub
What :
A collaborative platform for sharing, managing and analyzing your data. This might
be a standalone product where you carry out provision and analysis data
yourselves, or a joint endeavor where we source and analyze data with you.
How :
Single repository to manage data (external & internal)
Solution :
CKAN open source data repository.
Data Collection
What :
Data collection at scale through scraping external or internal resources with
transformation to formats for reuse.
How :
Scraping /parsing data and storage on targeted format
Solution :
Nutch, Scrapy, Solr, Elastic search… + Hadoop/Hbase/Mongodb/MySQL… for storage
Data Analysis
What :
Analysis, visualization and interpretation of data, either acquired through scraping
or ingested via more conventional means.
How :
Machine learning, NLP, custom models, statistics, algorithms, visualization, stories
telling…
Solution :
Knime, R, python, SQL, Hive, Pig, Spark, BI software (BO, Tableau, Qlikview),
Visual JS libraries (D3.js…)
Data Consulting
What :
sessions to help businesses understand methods in data collection, analysis and
management.
How :
Consulting services @ customer site or online
Solution :
Methodologies and best practices on how to gather, transform, analyze, visualize
data and interpret results and findings.