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Lab 1 File - Personal page
Lab 1 File - Personal page

... department can be chaired by only one professor. Therefore the relationship “PROFESSOR chairs DEPARTAMENT” is labeled 1:1.  One-to-many (1:M or 1..*) relationship: A painter creates many different paintings, but each painting is painted by only one painter. Thus the painter (the “one”) is related t ...
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... Spatial databases such as Oracle Spatial, PostGIS and others similar to these, have also displayed the industry trend towards a spatial warehouse, but similarly fall short, as does ESRI, as there is no full integration (or any real integration to speak of) of 3D data, not in the sense of being able ...
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...  Outliers may be identified using 1.5IQR rule, or by using a modified box plot on calculator.  Mean and standard deviation are NOT resistant. Median and quartiles are resistant.  Use median and IQR as measures of center and spread (respectively) if data is strongly skewed or has outliers.  Gra ...
Ionospheric Weather Forecasting on the Horizon
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... height and density). The net result is that PRISM produces localized density peaks and holes at the coordinates of the measurements, and these features are then scaled back to the IFM background electron density field over some predetermined horizontal scale length. The USU-GAIM models, on the other ...
On-line Analytical Processing OLAP
On-line Analytical Processing OLAP

... growing level of discomfort with legacy applications. Thus, the concept of the data warehouse was born. The data warehouse was a database that stored detailed, integrated, current and historical data. The data warehouse was built from the detailed transaction data that was generated by and aggregate ...
Statistics in the Elementary Grades
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... Youngsters and adults alike are confronted daily with situations involving statistical information. Making sense of data and dealing with uncertainty are skills essential to being a wise consumer, an enlightened citizen, and an effective worker or leader in our data-driven society. The importance of ...
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Bhupesh_Java-hadoop_8Years_resume

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Adolescent Well-Care Visits (AWC)
Adolescent Well-Care Visits (AWC)

... Visits to school-based clinics with practitioner types that the organization would consider PCPs may be counted if documentation that a well-care exam occurred is available in the medical record or administrative system before December 31 of the measurement year. The PCP does not have to be assigned ...
Agriculture Field Survey System
Agriculture Field Survey System

... SuperGIS Desktop 3.1a helps MoA integrate diverse types of spatial data and save these files as projects that can be published as map services by SuperGIS Server 3.1a. In addition, SuperGIS Desktop 3.1a also supports various spatial databases that would not only have data sharing more convenient, bu ...
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Answering the Call of Virtualization for Databases
Answering the Call of Virtualization for Databases

... OLTP workloads have a good mix of read and write operations. It’s latency sensitive and requires high levels of concurrency. Let’s use the example of an Automated Teller Machine (ATM) to clarify the concept of concurrency. Each customer at an ATM generates a connection to an OLTP database to execute ...
Lecture 20 (Mar. 26)
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... i. “Blind” deconvolution methods where both fˆ ( n1, n 2) and hˆ( n1, n 2) must be estimated, the optimal solution can be highly dependent on the initial guess. ii. Under-determined system (i.e. one equation, g = f**h, and 2 unknowns, f and h.) iii. Maximum Likelihood (ML) Blind Deconvolution iv. On ...
Oracle Warehouse Builder - An Overview
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... representation of a marketplace at and for a specific time period. It depicts Gartner's analysis of how certain vendors measure against criteria for that marketplace, as defined by Gartner. Gartner does not endorse any vendor, product or service depicted in the Magic Quadrant, and does not advise te ...
data mining over large datasets using hadoop in cloud
data mining over large datasets using hadoop in cloud

... web applications and social networking and such data’s are said be as Big Data. The Hive queries with the integration of Hadoop are used to generate the report analysis for thousands of datasets. It requires huge amount of time consumption to retrieve those datasets. It lacks in performance analysis ...
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using openaccess sdk to expose erp data
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Data Resource Management

... valuable data assets of the firm. There are many job descriptions in the modern organization associated with the strategic management of data resources. Using the Internet, ...
Spatial Database: Introduction
Spatial Database: Introduction

... • Aimed at enhancing knowledge of geographic concepts and their computational implementations • seeks to redefine geographic concepts and their use in the context of geographic information systems • Dedicated to the development and use of theories, methods, technology, and data for understanding geo ...
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Data analysis



Analysis of data is a process of inspecting, cleaning, transforming, and modeling data with the goal of discovering useful information, suggesting conclusions, and supporting decision-making. Data analysis has multiple facets and approaches, encompassing diverse techniques under a variety of names, in different business, science, and social science domains.Data mining is a particular data analysis technique that focuses on modeling and knowledge discovery for predictive rather than purely descriptive purposes. Business intelligence covers data analysis that relies heavily on aggregation, focusing on business information. In statistical applications, some people divide data analysis into descriptive statistics, exploratory data analysis (EDA), and confirmatory data analysis (CDA). EDA focuses on discovering new features in the data and CDA on confirming or falsifying existing hypotheses. Predictive analytics focuses on application of statistical models for predictive forecasting or classification, while text analytics applies statistical, linguistic, and structural techniques to extract and classify information from textual sources, a species of unstructured data. All are varieties of data analysis.Data integration is a precursor to data analysis, and data analysis is closely linked to data visualization and data dissemination. The term data analysis is sometimes used as a synonym for data modeling.
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