Tamraparni Dasu, Theodore Johnson – Exploratory Data Mining & Data Cleaning

Description

Tamraparni Dasu, Theodore Johnson – Exploratory Data Mining & Data Cleaning

Written for practitioners of data mining, data cleaning and database management.

Presents a technical treatment of data quality including process, metrics, tools and algorithms.

Focuses on developing an evolving modeling strategy through an iterative data exploration loop and incorporation of domain knowledge.

Addresses methods of detecting, quantifying and correcting data quality issues that can have a significant impact on findings and decisions, using commercially available tools as well as new algorithmic approaches.

Uses case studies to illustrate applications in real life scenarios.

Highlights new approaches and methodologies, such as the DataSphere space partitioning and summary based analysis techniques.

Exploratory Data Mining and Data Cleaning will serve as an important reference for serious data analysts who need to analyze large amounts of unfamiliar data, managers of operations databases, and students in undergraduate or graduate level courses dealing with large scale data analys is and data mining.

Get Tamraparni Dasu, Theodore Johnson – Exploratory Data Mining & Data Cleaning on amazon4trader.com

Tamraparni Dasu, Theodore Johnson, Exploratory Data Mining & Data Cleaning, Download Theodore Johnson, Free Theodore Johnson, Theodore Johnson Torrent, Theodore Johnson Review, Theodore Johnson Groupbuy, Download Exploratory Data Mining & Data Cleaning, Free Exploratory Data Mining & Data Cleaning, Exploratory Data Mining & Data Cleaning Torrent, Exploratory Data Mining & Data Cleaning Review, Exploratory Data Mining & Data Cleaning Groupbuy.