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市場調查報告書

商品編碼

1567301

資料科學平台市場：按組件、按部署類型、按最終用戶、按地區

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個工作天內

價格

簡介目錄

預計2024年全球資料科學平台市場規模為110.3億美元，預計到2031年將達到458.6億美元，2024年至2031年複合年成長率為22.6%。

報告範圍		報告詳情
基準年	2023年	2024年市場規模	110.3億美元
實際資料	2019-2023	預測期	2024年至2031年
預測 2024-2031 年複合年成長率：	22.60%	2031年價值預測	458.6億美元

圖：2024 年按地區分類的資料科學平台市場佔有率(%)

資料科學平台提供資料視覺化和預測分析功能，使業務用戶和資料專家能夠協作、開發、測試和部署預測模型。資料科學平台幫助公司加速資料科學流程，將機器學習模型變成實用化。它還包括資料攝取、攝取、分析和視覺化功能，以支援整個資料科學生命週期。隨著公司在行銷、銷售、營運和風險管理等職能領域的應用程式中採用分析和機器學習技術，巨量資料的興起正在推動對這些平台的需求。擴大採用雲端基礎的服務以及不斷成長的從資料中獲取可行見解的需求正在推動市場成長。

市場動態：

全球資料科學平台市場的成長是由組織日益成長的需求所推動的，即從每天產生的大量資料中獲取可行的見解。利用高階分析功能的資料科學平台可協助公司做出明智的業務決策、改善客戶體驗並簡化業務。然而，實施這些平台的成本高昂，加上缺乏熟練的工程師，阻礙了它們的廣泛使用。企業越來越傾向於基於雲端基礎的服務，以及人工智慧作為策略性業務優先事項的出現可能會為供應商提供新的機會。資料科學與機器學習、深度學習和物聯網等其他新興技術的整合可能會刺激需求。

本研究的主要特點

該報告對全球資料科學平台市場進行了詳細分析，並提供了以2023年為基準年的預測期（2024-2031）的市場規模和年複合成長率（CAGR%）。

它還揭示了各個細分市場的潛在商機，並說明了該市場有吸引力的投資提案矩陣。

它還提供了有關市場促進因素、限制因素、機會、新產品發布和核准、市場趨勢、區域前景、主要企業採取的競爭策略等的重要見解。

根據公司亮點、產品系列、主要亮點、績效和策略等參數對全球資料科學平台市場的主要企業進行了分析。

本研究涵蓋的主要企業包括IBM Corporation、Microsoft Corporation、Google Cloud、SAS Institute Inc.、Oracle Corporation、Tableau Software (Salesforce)、Alteryx, Inc.、RapidMiner, Inc.、DataRobot, Inc.、TIBCO Includes Software Inc. 。

該報告的見解使負責人和公司經營團隊能夠就未來的產品發布、類型升級、市場擴張和行銷策略做出明智的決策。

全球資料科學平台市場報告迎合了該行業的各種相關人員，如投資者、供應商、產品製造商、經銷商、新進業者和財務分析師。

透過用於分析全球資料科學平台市場的各種策略矩陣，將促進相關人員的決策。

公司簡介
- 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9章分析師建議

第10章調查方法

參考
調查方法

簡介目錄

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