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市场调查报告书

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1567301

资料科学平台市场：按组件、按部署类型、按最终用户、按地区

Data Science Platform Market, By Component, By Deployment Mode, By End User, By Geography

出版日期: 2024年09月17日 | 出版商:

Coherent Market Insights | 英文 130 Pages | 商品交期: 2-3个工作天内

价格

简介目录

预计2024年全球资料科学平台市场规模为110.3亿美元，预计到2031年将达到458.6亿美元，2024年至2031年复合年增长率为22.6%。

报告范围		报告详情
基准年	2023年	2024年市场规模	110.3亿美元
实际资料	2019-2023	预测期	2024年至2031年
预测 2024-2031 年复合年增长率：	22.60%	2031年价值预测	458.6亿美元

图：2024 年按地区分類的资料科学平台市场占有率(%)

资料科学平台提供资料视觉化和预测分析功能，使业务用户和资料专家能够协作、开发、测试和部署预测模型。资料科学平台帮助公司加速资料科学流程，将机器学习模型变成实用化。它还包括资料摄取、摄取、分析和视觉化功能，以支援整个资料科学生命週期。随着公司在行销、销售、营运和风险管理等职能领域的应用程式中采用分析和机器学习技术，巨量资料的兴起正在推动对这些平台的需求。越来越多地采用云端基础的服务以及不断增长的从资料中获取可行见解的需求正在推动市场成长。

市场动态：

全球资料科学平台市场的成长是由组织日益增长的需求所推动的，即从每天产生的大量资料中获取可行的见解。利用高阶分析功能的资料科学平台可协助公司做出明智的业务决策、改善客户体验并简化业务。然而，实施这些平台的成本高昂，加上缺乏熟练的工程师，阻碍了它们的广泛使用。企业越来越倾向于基于云端基础的服务，以及人工智慧作为策略性业务优先事项的出现可能会为供应商提供新的机会。资料科学与机器学习、深度学习和物联网等其他新兴技术的整合可能会刺激需求。

本研究的主要特点

该报告对全球资料科学平台市场进行了详细分析，并提供了以2023年为基准年的预测期（2024-2031）的市场规模和年复合成长率（CAGR%）。

它还揭示了各个细分市场的潜在商机，并说明了该市场有吸引力的投资提案矩阵。

它还提供了有关市场驱动因素、限制因素、机会、新产品发布和核准、市场趋势、区域前景、主要企业采取的竞争策略等的重要见解。

根据公司亮点、产品系列、主要亮点、绩效和策略等参数对全球资料科学平台市场的主要企业进行了分析。

本研究涵盖的主要企业包括IBM Corporation、Microsoft Corporation、Google Cloud、SAS Institute Inc.、Oracle Corporation、Tableau Software (Salesforce)、Alteryx, Inc.、RapidMiner, Inc.、DataRobot, Inc.、TIBCO Includes Software Inc. 。

该报告的见解使负责人和公司经营团队能够就未来的产品发布、类型升级、市场扩张和行销策略做出明智的决策。

全球资料科学平台市场报告迎合了该行业的各种相关人员，如投资者、供应商、产品製造商、经销商、新进业者和财务分析师。

透过用于分析全球资料科学平台市场的各种策略矩阵，将促进相关人员的决策。

公司简介
- IBM Corporation
- Microsoft Corporation
- Google Cloud
- SAS Institute Inc.
- Oracle Corporation
- Tableau Software（Salesforce）
- Alteryx, Inc.
- RapidMiner, Inc.
- DataRobot, Inc.
- TIBCO Software Inc.
- QlikTech International AB
- KNIME AG
- Domo, Inc.
- Sisense, Inc.
- Snowflake Inc.

第九章分析师建议

第10章调查方法

参考
调查方法

简介目录

Product Code: CMI4417

Global data science platform market is estimated to be valued at US$ 11.03 Bn in 2024 and is expected to reach US$ 45.86 Bn by 2031, exhibiting a compound annual growth rate (CAGR) of 22.6% from 2024 to 2031.

Report Coverage		Report Details
Base Year:	2023	Market Size in 2024:	US$ 11.03 Bn
Historical Data for:	2019 to 2023	Forecast Period:	2024 to 2031
Forecast Period 2024 to 2031 CAGR:	22.60%	2031 Value Projection:	US$ 45.86 Bn

Figure. Data Science Platform Market Share (%), By Region, 2024

Data science platform provides data visualization and predictive analytics capabilities to enable business users and data professionals to collaborate, develop, test and deploy predictive models. It helps organizations to accelerate the data science process to operationalize machine learning models. It also features capabilities around data ingestion, wrangling, analytics and visualization to support the entire data science lifecycle. Rise of big data has boosted demand for these platforms as enterprises adopt analytics and machine learning technologies for applications across various functions such as marketing, sales, operations, and risk management. Increased adoption of cloud-based services and need to gain actionable insights from data can drive the market growth.

Market Dynamics:

Global data science platform market growth is driven by growing need for organizations to gain actionable insights from the massive amounts of data generated each day. Leveraging advanced analytical capabilities, data science platforms help companies make informed business decisions, enhance customer experience and streamline operations. However, high costs associated with deploying these platforms, coupled with lack of skilled technical workforce can hamper its widespread adoption. Growing inclination of enterprises towards cloud-based services and emergence of AI as a strategic business priority can offer new opportunities for vendors. Integration of data science with other emerging technologies such as machine learning, deep learning and internet of things can boost demand.

Key features of the study:

This report provides in-depth analysis of the global data science platform market, and provides market size (US$ Bn) and compound annual growth rate (CAGR%) for the forecast period (2024-2031), considering 2023 as the base year

It elucidates potential revenue opportunities across different segments and explains attractive investment proposition matrices for this market

This study also provides key insights about market drivers, restraints, opportunities, new product launches or approval, market trends, regional outlook, and competitive strategies adopted by key players

It profiles key players in the global data science platform market based on the following parameters - company highlights, products portfolio, key highlights, financial performance, and strategies

Key companies covered as a part of this study include IBM Corporation, Microsoft Corporation, Google Cloud, SAS Institute Inc., Oracle Corporation, Tableau Software (Salesforce), Alteryx, Inc., RapidMiner, Inc., DataRobot, Inc., TIBCO Software Inc., QlikTech International AB, KNIME AG, Domo, Inc., Sisense, Inc., and Snowflake Inc.

Insights from this report would allow marketers and the management authorities of the companies to make informed decisions regarding their future product launches, type up-gradation, market expansion, and marketing tactics

Global data science platform market report caters to various stakeholders in this industry including investors, suppliers, product manufacturers, distributors, new entrants, and financial analysts

Stakeholders would have ease in decision-making through various strategy matrices used in analyzing the global data science platform market

Detailed Segmentation-

By Component Insights (Revenue, US$ Bn, 2019 - 2031)
- Software
- Services
By Deployment Mode Insights (Revenue, US$ Bn, 2019 - 2031)
- Cloud-based
- On-premises
By End User Insights (Revenue, US$ Bn, 2019 - 2031)
- BFSI (Banking, Financial Services, and Insurance)
- Healthcare
- Retail
- Telecommunications
- Others
Regional Insights (Revenue, US$ Bn, 2019 - 2031)
- North America
- U.S.
- Canada
- Latin America
- Brazil
- Argentina
- Mexico
- Rest of Latin America
- Europe
- Germany
- U.K.
- Spain
- France
- Italy
- Russia
- Rest of Europe
- Asia Pacific
- China
- India
- Japan
- Australia
- South Korea
- ASEAN
- Rest of Asia Pacific
- Middle East
- GCC Countries
- Israel
- Rest of Middle East
- Africa
- South Africa
- North Africa
- Central Africa
Key Players Insights
- IBM Corporation
- Microsoft Corporation
- Google Cloud
- SAS Institute Inc.
- Oracle Corporation
- Tableau Software (Salesforce)
- Alteryx, Inc.
- RapidMiner, Inc.
- DataRobot, Inc.
- TIBCO Software Inc.
- QlikTech International AB
- KNIME AG
- Domo, Inc.
- Sisense, Inc.
- Snowflake Inc.

1. Research Objectives and Assumptions

Research Objectives
Assumptions
Abbreviations

2. Market Purview

Report Description
- Market Definition and Scope
Executive Summary
- Market Snippet, By Component
- Market Snippet, By Deployment Mode
- Market Snippet, By End User
- Market Snippet, By Region

3. Market Dynamics, Regulations, and Trends Analysis

Market Dynamics
- Drivers
- Restraints
- Market Opportunities
Regulatory Scenario
Industry Trend
Merger and Acquisitions
New System Launches/Approvals
Impact of COVID-19 Pandemic

4. Global Data Science Platform Market, By Component, 2019-2031, (US$ Bn)

Introduction
- Market Share Analysis, 2024 and 2031 (%)
- Y-o-Y Growth Analysis, 2020-2031
- Segment Trends
Software
- Introduction
- Market Size and Forecast, 2019-2031, (US$ Bn)
Services
- Introduction
- Market Size and Forecast, 2019-2031, (US$ Bn)

5. Global Data Science Platform Market, By Deployment Mode, 2019-2031, (US$ Bn)

Introduction
- Market Share Analysis, 2024 and 2031 (%)
- Y-o-Y Growth Analysis, 2020-2031
- Segment Trends
Cloud-based
- Introduction
- Market Size and Forecast, 2019-2031, (US$ Bn)
On-premises
- Introduction
- Market Size and Forecast, 2019-2031, (US$ Bn)

6. Global Data Science Platform Market, By End User, 2019-2031, (US$ Bn)

Introduction
- Market Share Analysis, 2024 and 2031 (%)
- Y-o-Y Growth Analysis, 2020-2031
- Segment Trends
BFSI (Banking, Financial Services, and Insurance)
- Introduction
- Market Size and Forecast, 2019-2031, (US$ Bn)
Healthcare
- Introduction
- Market Size and Forecast, 2019-2031, (US$ Bn)
Retail
- Introduction
- Market Size and Forecast, 2019-2031, (US$ Bn)
Telecommunications
- Introduction
- Market Size and Forecast, 2019-2031, (US$ Bn)
Others
- Introduction
- Market Size and Forecast, 2019-2031, (US$ Bn)

7. Global Data Science Platform Market, By Region, 2019-2031, (US$ Bn)

Introduction
- Market Share Analysis, By Region, 2024 and 2031 (%)
- Y-o-Y Growth Analysis, 2020-2031
North America
- Regional Trends
- Market Size and Forecast, By Component, 2019-2031, (US$ Bn)
- Market Size and Forecast, By Deployment Mode, 2019-2031, (US$ Bn)
- Market Size and Forecast, By End User, 2019-2031, (US$ Bn)
- Market Size and Forecast, By Country, 2019-2031, (US$ Bn)
  - U.S.
  - Canada
Europe
- Regional Trends
- Market Size and Forecast, By Component, 2019-2031, (US$ Bn)
- Market Size and Forecast, By Deployment Mode, 2019-2031, (US$ Bn)
- Market Size and Forecast, By End User, 2019-2031, (US$ Bn)
- Market Size and Forecast, By Country, 2019-2031, (US$ Bn)
  - Germany
  - U.K.
  - Spain
  - France
  - Italy
  - Russia
  - Rest of Europe
Asia Pacific
- Regional Trends
- Market Size and Forecast, By Component, 2019-2031, (US$ Bn)
- Market Size and Forecast, By Deployment Mode, 2019-2031, (US$ Bn)
- Market Size and Forecast, By End User, 2019-2031, (US$ Bn)
- Market Size and Forecast, By Country, 2019-2031, (US$ Bn)
  - China
  - India
  - Japan
  - ASEAN
  - Australia
  - South Korea
  - Rest of Asia Pacific
Latin America
- Regional Trends
- Market Size and Forecast, By Component, 2019-2031, (US$ Bn)
- Market Size and Forecast, By Deployment Mode, 2019-2031, (US$ Bn)
- Market Size and Forecast, By End User, 2019-2031, (US$ Bn)
- Market Size and Forecast, By Country, 2019-2031, (US$ Bn)
  - Brazil
  - Argentina
  - Mexico
  - Rest of Latin America
Middle East
- Regional Trends
- Market Size and Forecast, By Component, 2019-2031, (US$ Bn)
- Market Size and Forecast, By Deployment Mode, 2019-2031, (US$ Bn)
- Market Size and Forecast, By End User, 2019-2031, (US$ Bn)
- Market Size and Forecast, By Country, 2019-2031, (US$ Bn)
  - Israel
  - GCC Countries
  - Rest of the Middle East
Africa
- Regional Trends
- Market Size and Forecast, By Component, 2019-2031, (US$ Bn)
- Market Size and Forecast, By Deployment Mode, 2019-2031, (US$ Bn)
- Market Size and Forecast, By End User, 2019-2031, (US$ Bn)
- Market Size and Forecast, By Country/Region, 2019-2031, (US$ Bn)
  - South Africa
  - North Africa
  - Central Africa

8. Competitive Landscape

Company Profiles
- IBM Corporation
  - Company Overview
  - Product Portfolio
  - Financial Performance
  - Key Strategies
  - Recent Developments/Updates
- Microsoft Corporation
  - Company Overview
  - Product Portfolio
  - Financial Performance
  - Key Strategies
  - Recent Developments/Updates
- Google Cloud
  - Company Overview
  - Product Portfolio
  - Financial Performance
  - Key Strategies
  - Recent Developments/Updates
- SAS Institute Inc.
  - Company Overview
  - Product Portfolio
  - Financial Performance
  - Key Strategies
  - Recent Developments/Updates
- Oracle Corporation
  - Company Overview
  - Product Portfolio
  - Financial Performance
  - Key Strategies
  - Recent Developments/Updates
- Tableau Software (Salesforce)
  - Company Overview
  - Product Portfolio
  - Financial Performance
  - Key Strategies
  - Recent Developments/Updates
- Alteryx, Inc.
  - Company Overview
  - Product Portfolio
  - Financial Performance
  - Key Strategies
  - Recent Developments/Updates
- RapidMiner, Inc.
  - Company Overview
  - Product Portfolio
  - Financial Performance
  - Key Strategies
  - Recent Developments/Updates
- DataRobot, Inc.
  - Company Overview
  - Product Portfolio
  - Financial Performance
  - Key Strategies
  - Recent Developments/Updates
- TIBCO Software Inc.
  - Company Overview
  - Product Portfolio
  - Financial Performance
  - Key Strategies
  - Recent Developments/Updates
- QlikTech International AB
  - Company Overview
  - Product Portfolio
  - Financial Performance
  - Key Strategies
  - Recent Developments/Updates
- KNIME AG
  - Company Overview
  - Product Portfolio
  - Financial Performance
  - Key Strategies
  - Recent Developments/Updates
- Domo, Inc.
  - Company Overview
  - Product Portfolio
  - Financial Performance
  - Key Strategies
  - Recent Developments/Updates
- Sisense, Inc.
  - Company Overview
  - Product Portfolio
  - Financial Performance
  - Key Strategies
  - Recent Developments/Updates
- Snowflake Inc.
  - Company Overview
  - Product Portfolio
  - Financial Performance
  - Key Strategies
  - Recent Developments/Updates

9. Analyst Recommendations

Wheel of Fortune
Analyst View
Coherent Opportunity Map

10. Research Methodology

References
Research Methodology
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资料科学平台市场：按组件、按部署类型、按最终用户、按地区