amper overview slide share
TRANSCRIPT
www.amperdata.com
According to
data scientists spend
over 80%
of their time on
data preparation.
Why Amper
www.amperdata.com
Amper solves the big data
preparation problem by
giving analysts a friendly UI
to parse, transform, and
blend big data.
Why Amper
www.amperdata.com
Big Data is locked inside log files.Large amounts of granular data is collected in log files, which piles up and is never utilized.
Log File Parsing
PROBLEM #1
www.amperdata.com
Amper liberates Big Data from logs.Amper turns unstructured logs and other data files into structured data, ready to be filtered and transformed.
Log File Parsing
SOLUTION
• Adobe• Apache• XML• JSON• CSV• SQL
www.amperdata.com
Big Data requires transformation.Newly arriving data must be cleaned, filtered, mapped, and transformed according to business rules.
Transformation
PROBLEM #2
www.amperdata.com
Amper easily transforms data.Amper offers a wide range of built-in data transformation functions and the ability to create custom functions.
Transformation
SOLUTION
• Bot Detection• IP Mapping• URL parsing• Aggregation• Concatenation• String
manipulation• Custom functions
using SQL/Hive
www.amperdata.com
Data does not conform to one schema.Data arrives from disparate sources and in disparate schema, and cannot be easily analyzed unless blended.
Data Blending
PROBLEM #3
www.amperdata.com
Amper makes data blending easy.Amper’s data blending functionality offers full control while dramatically speeding up the data blending process.
Data Blending
SOLUTION
• Web Data
• Mobile Data
• POS Data
• Customer Support Data
• Finance Data
Single View of
the Customer