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Data analysis with open source tools

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Terdapat indeks.

Table of Contents:
Chapter 1 Introduction
Chapter 2 A Single Variable: Shape and Distribution
Chapter 3 Two Variables: Establishing Relationships
Chapter 4 Time As a Variable: Time-Series Analysis
Chapter 5 More Than Two Variables: Graphical Multivariate Analysis
Chapter 6 Intermezzo: A Data Analysis Session
Chapter 7 Guesstimation and the Back of the Envelope
Chapter 8 Models from Scaling Arguments
Chapter 9 Arguments from Probability Models
Chapter 10 What You Really Need to Know About Classical Statistics
Chapter 11 Intermezzo: Mythbusting—Bigfoot, Least Squares, and All That
Chapter 12 Simulations
Chapter 13 Finding Clusters
Chapter 14 Seeing the Forest for the Trees: Finding Important Attributes
Chapter 15 Intermezzo: When More Is Different
Chapter 16 Reporting, Business Intelligence, and Dashboards
Chapter 17 Financial Calculations and Modeling
Chapter 18 Predictive Analytics
Chapter 19 Epilogue: Facts Are Not Reality

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Availability

Detail Information

Series Title

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Call Number

006.312 JAN d

Publisher

California : O'Reilly Media., 2011

Collation

xviii, 509 hal.; ilus.; 24 cm

Language

English

ISBN/ISSN

9780596802356

Classification

006.312

Content Type

-

Media Type

-

Carrier Type

-

Edition

First edition

Subject(s)

Database management
Data mining -- Computer programs
Open source software
Mathematical statistics -- Data processing

Specific Detail Info

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Statement of Responsibility

Philipp K. Janert

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