Cover Image
市場調查報告書

現實世界中的預測分析

Predictive Analytics in the Real World

出版商 Frost & Sullivan 商品編碼 343023
出版日期 內容資訊 英文 17 Pages
商品交期: 最快1-2個工作天內
價格
Back to Top
現實世界中的預測分析 Predictive Analytics in the Real World
出版日期: 2015年10月23日 內容資訊: 英文 17 Pages
簡介

預測分析是巨量資料及先進分析市場最複雜且困難的子集之一。

本報告提供商務相關人員的實踐性的概念背景配置預測分析,關於不久將來有前途的解決方案的調查分析。

摘要整理

簡介

將理論上的世界映射到現實世界

預測分析解決方案

  • Dato從開發到生產採用單一編碼基礎,以開發者為目標
  • Nutonian 由於記號回歸、遺傳的編程領導
  • Skytree 最適合企業等級的實行

預測分析的實行

買主、銷售者的影響

結論

圖表

目錄
Product Code: 9A37-00-23-00-00

The field of predictive analytics is one of the most complex and challenging subsets of the Big Data and advanced analytic market. There is also a very wide gap between the practitioners of predictive analytics-most of whom are statisticians, scientific researchers and data scientists-and the people who most want to use predictive analytics for commercial and industrial applications. Bridging this gap with accurate information and clear communication is imperative if predictive applications are to satisfy business users' expectations. The purpose of this report is to assist in building this bridge: first, by placing predictive analytics in a practical conceptual context for business people; then, by exploring several of the promising solutions that are coming to market.

Table of Contents

Executive Summary

Introduction

Mapping the Theoretical World to the Real World

Predictive Analytic Solutions

  • Dato Targets Developers with Single Code Base from Dev to Production
  • Nutonian Leads with Symbolic Regression and Genetic Programming.
  • Skytree Optimizes for Enterprise Grade Implementations

Putting Predictive Analytics into Practice

Implications for Buyers and Sellers

The Last Word

List of Figures

  • Exhibit 1: The Theoretical World of Models and the Real World of Data
  • Exhibit 2: How Theoretical Models are Linked to Real World Data Analysis
  • Exhibit 3: Dato's Platform
  • Exhibit 4: Comparing Eureqa's Model Generation Approach to Traditional Algorithms
  • Exhibit 5: Skytree High Level Architecture
  • Exhibit 6: The Predictive Analytics Process
Back to Top