Global Machine Learning Data Catalog Software Market Research Report 2023

Publication ID:

PB510240441

Publication Date:

October 27, 2023

Pages:

Publisher:

MRRPB5

Countries:

Global [1]

USD 2,900.00

IT Services [2]

Computing & Electronics [3]

Description:

Machine Learning Data Catalog Software is a type of software that provides data scientists and analysts with a platform to discover, organize, and document data sets that are suitable for machine learning projects. Machine Learning Data Catalog Software aims to improve the quality, efficiency, and reliability of machine learning data preparation, as well as enhance the collaboration and governance of data teams.
The global Machine Learning Data Catalog Software market is projected to reach US$ 867.9 million in 2029, increasing from US$ 476 million in 2022, with the CAGR of 8.5% during the period of 2023 to 2029.
The industry trend of Machine Learning Data Catalog Software is driven by the changing consumer behavior and expectations, the increasing competition and innovation in the market, and the advancement of technology and digitalization. Some of the key trends are:
Artificial Intelligence (AI): AI is a technology that enables machines to perform tasks that require human intelligence, such as reasoning, learning, decision making, and natural language processing. AI can help improve the quality and efficiency of machine learning data catalog by automating tasks, providing insights, enhancing security, and personalizing experiences.
Cloud Computing: Cloud computing is a technology that provides on-demand access to shared computing resources over the internet. Cloud computing can help reduce the cost and complexity of machine learning data catalog by offering scalability, flexibility, reliability, and accessibility.
Data Governance: Data governance is a set of policies, procedures, and standards that define how data is collected, stored, used, and shared within an organization or across organizations. Data governance can help enhance the visibility and control of machine learning data catalog by ensuring data quality, consistency, compliance, and security.
Data Literacy: Data literacy is the ability to read, understand, analyze, and communicate with data effectively. Data literacy can help increase the value and impact of machine learning data catalog by empowering users to make informed decisions based on data evidence.
Report Scope
This report, based on historical analysis (2018-2022) and forecast calculation (2023-2029), aims to help readers to get a comprehensive understanding of global Machine Learning Data Catalog Software market with multiple angles, which provides sufficient supports to readers鈥� strategy and decision making.
By Company
IBM
Alation
Oracle
Cloudera
Unifi
Anzo Smart Data Lake (ASDL)
Collibra
Informatica
Hortonworks
Reltio
Talend
Segment by Type
Cloud Based
Web Based
Segment by Application
Large Enterprises
SMEs
By Region
North America
United States
Canada
Europe
Germany
France
UK
Italy
Russia
Nordic Countries
Rest of Europe
Asia-Pacific
China
Japan
South Korea
Southeast Asia
India
Australia
Rest of Asia
Latin America
Mexico
Brazil
Rest of Latin America
Middle East & Africa
Turkey
Saudi Arabia
UAE
Rest of MEA
The Machine Learning Data Catalog Software report covers below items:
Chapter 1: Product Basic Information (Definition, Type and Application)
Chapter 2: Global market size, regional market size. Market Opportunities and Challenges
Chapter 3: Companies鈥� Competition Patterns
Chapter 4: Product Type Analysis
Chapter 5: Product Application Analysis
Chapter 6 to 10: Country Level Value Analysis
Chapter 11: Companies鈥� Outline
Chapter 12: Market Conclusions
Chapter 13: Research Methodology and Data Source

Please Note - This is an on demand report and will be delivered in 2 business days (48 hours) post payment.

Table Of Contents:

1 Report Overview
1.1 Study Scope
1.2 Market Analysis by Type
1.2.1 Global Machine Learning Data Catalog Software Market Size Growth Rate by Type: 2018 VS 2022 VS 2029
1.2.2 Cloud Based
1.2.3 Web Based
1.3 Market by Application
1.3.1 Global Machine Learning Data Catalog Software Market Growth by Application: 2018 VS 2022 VS 2029
1.3.2 Large Enterprises
1.3.3 SMEs
1.4 Study Objectives
1.5 Years Considered
1.6 Years Considered
2 Global Growth Trends
2.1 Global Machine Learning Data Catalog Software Market Perspective (2018-2029)
2.2 Machine Learning Data Catalog Software Growth Trends by Region
2.2.1 Global Machine Learning Data Catalog Software Market Size by Region: 2018 VS 2022 VS 2029
2.2.2 Machine Learning Data Catalog Software Historic Market Size by Region (2018-2023)
2.2.3 Machine Learning Data Catalog Software Forecasted Market Size by Region (2024-2029)
2.3 Machine Learning Data Catalog Software Market Dynamics
2.3.1 Machine Learning Data Catalog Software Industry Trends
2.3.2 Machine Learning Data Catalog Software Market Drivers
2.3.3 Machine Learning Data Catalog Software Market Challenges
2.3.4 Machine Learning Data Catalog Software Market Restraints
3 Competition Landscape by Key Players
3.1 Global Top Machine Learning Data Catalog Software Players by Revenue
3.1.1 Global Top Machine Learning Data Catalog Software Players by Revenue (2018-2023)
3.1.2 Global Machine Learning Data Catalog Software Revenue Market Share by Players (2018-2023)
3.2 Global Machine Learning Data Catalog Software Market Share by Company Type (Tier 1, Tier 2, and Tier 3)
3.3 Players Covered: Ranking by Machine Learning Data Catalog Software Revenue
3.4 Global Machine Learning Data Catalog Software Market Concentration Ratio
3.4.1 Global Machine Learning Data Catalog Software Market Concentration Ratio (CR5 and HHI)
3.4.2 Global Top 10 and Top 5 Companies by Machine Learning Data Catalog Software Revenue in 2022
3.5 Machine Learning Data Catalog Software Key Players Head office and Area Served
3.6 Key Players Machine Learning Data Catalog Software Product Solution and Service
3.7 Date of Enter into Machine Learning Data Catalog Software Market
3.8 Mergers & Acquisitions, Expansion Plans
4 Machine Learning Data Catalog Software Breakdown Data by Type
4.1 Global Machine Learning Data Catalog Software Historic Market Size by Type (2018-2023)
4.2 Global Machine Learning Data Catalog Software Forecasted Market Size by Type (2024-2029)
5 Machine Learning Data Catalog Software Breakdown Data by Application
5.1 Global Machine Learning Data Catalog Software Historic Market Size by Application (2018-2023)
5.2 Global Machine Learning Data Catalog Software Forecasted Market Size by Application (2024-2029)
6 North America
6.1 North America Machine Learning Data Catalog Software Market Size (2018-2029)
6.2 North America Machine Learning Data Catalog Software Market Growth Rate by Country: 2018 VS 2022 VS 2029
6.3 North America Machine Learning Data Catalog Software Market Size by Country (2018-2023)
6.4 North America Machine Learning Data Catalog Software Market Size by Country (2024-2029)
6.5 United States
6.6 Canada
7 Europe
7.1 Europe Machine Learning Data Catalog Software Market Size (2018-2029)
7.2 Europe Machine Learning Data Catalog Software Market Growth Rate by Country: 2018 VS 2022 VS 2029
7.3 Europe Machine Learning Data Catalog Software Market Size by Country (2018-2023)
7.4 Europe Machine Learning Data Catalog Software Market Size by Country (2024-2029)
7.5 Germany
7.6 France
7.7 U.K.
7.8 Italy
7.9 Russia
7.10 Nordic Countries
8 Asia-Pacific
8.1 Asia-Pacific Machine Learning Data Catalog Software Market Size (2018-2029)
8.2 Asia-Pacific Machine Learning Data Catalog Software Market Growth Rate by Region: 2018 VS 2022 VS 2029
8.3 Asia-Pacific Machine Learning Data Catalog Software Market Size by Region (2018-2023)
8.4 Asia-Pacific Machine Learning Data Catalog Software Market Size by Region (2024-2029)
8.5 China
8.6 Japan
8.7 South Korea
8.8 Southeast Asia
8.9 India
8.10 Australia
9 Latin America
9.1 Latin America Machine Learning Data Catalog Software Market Size (2018-2029)
9.2 Latin America Machine Learning Data Catalog Software Market Growth Rate by Country: 2018 VS 2022 VS 2029
9.3 Latin America Machine Learning Data Catalog Software Market Size by Country (2018-2023)
9.4 Latin America Machine Learning Data Catalog Software Market Size by Country (2024-2029)
9.5 Mexico
9.6 Brazil
10 Middle East & Africa
10.1 Middle East & Africa Machine Learning Data Catalog Software Market Size (2018-2029)
10.2 Middle East & Africa Machine Learning Data Catalog Software Market Growth Rate by Country: 2018 VS 2022 VS 2029
10.3 Middle East & Africa Machine Learning Data Catalog Software Market Size by Country (2018-2023)
10.4 Middle East & Africa Machine Learning Data Catalog Software Market Size by Country (2024-2029)
10.5 Turkey
10.6 Saudi Arabia
10.7 UAE
11 Key Players Profiles
11.1 IBM
11.1.1 IBM Company Detail
11.1.2 IBM Business Overview
11.1.3 IBM Machine Learning Data Catalog Software Introduction
11.1.4 IBM Revenue in Machine Learning Data Catalog Software Business (2018-2023)
11.1.5 IBM Recent Development
11.2 Alation
11.2.1 Alation Company Detail
11.2.2 Alation Business Overview
11.2.3 Alation Machine Learning Data Catalog Software Introduction
11.2.4 Alation Revenue in Machine Learning Data Catalog Software Business (2018-2023)
11.2.5 Alation Recent Development
11.3 Oracle
11.3.1 Oracle Company Detail
11.3.2 Oracle Business Overview
11.3.3 Oracle Machine Learning Data Catalog Software Introduction
11.3.4 Oracle Revenue in Machine Learning Data Catalog Software Business (2018-2023)
11.3.5 Oracle Recent Development
11.4 Cloudera
11.4.1 Cloudera Company Detail
11.4.2 Cloudera Business Overview
11.4.3 Cloudera Machine Learning Data Catalog Software Introduction
11.4.4 Cloudera Revenue in Machine Learning Data Catalog Software Business (2018-2023)
11.4.5 Cloudera Recent Development
11.5 Unifi
11.5.1 Unifi Company Detail
11.5.2 Unifi Business Overview
11.5.3 Unifi Machine Learning Data Catalog Software Introduction
11.5.4 Unifi Revenue in Machine Learning Data Catalog Software Business (2018-2023)
11.5.5 Unifi Recent Development
11.6 Anzo Smart Data Lake (ASDL)
11.6.1 Anzo Smart Data Lake (ASDL) Company Detail
11.6.2 Anzo Smart Data Lake (ASDL) Business Overview
11.6.3 Anzo Smart Data Lake (ASDL) Machine Learning Data Catalog Software Introduction
11.6.4 Anzo Smart Data Lake (ASDL) Revenue in Machine Learning Data Catalog Software Business (2018-2023)
11.6.5 Anzo Smart Data Lake (ASDL) Recent Development
11.7 Collibra
11.7.1 Collibra Company Detail
11.7.2 Collibra Business Overview
11.7.3 Collibra Machine Learning Data Catalog Software Introduction
11.7.4 Collibra Revenue in Machine Learning Data Catalog Software Business (2018-2023)
11.7.5 Collibra Recent Development
11.8 Informatica
11.8.1 Informatica Company Detail
11.8.2 Informatica Business Overview
11.8.3 Informatica Machine Learning Data Catalog Software Introduction
11.8.4 Informatica Revenue in Machine Learning Data Catalog Software Business (2018-2023)
11.8.5 Informatica Recent Development
11.9 Hortonworks
11.9.1 Hortonworks Company Detail
11.9.2 Hortonworks Business Overview
11.9.3 Hortonworks Machine Learning Data Catalog Software Introduction
11.9.4 Hortonworks Revenue in Machine Learning Data Catalog Software Business (2018-2023)
11.9.5 Hortonworks Recent Development
11.10 Reltio
11.10.1 Reltio Company Detail
11.10.2 Reltio Business Overview
11.10.3 Reltio Machine Learning Data Catalog Software Introduction
11.10.4 Reltio Revenue in Machine Learning Data Catalog Software Business (2018-2023)
11.10.5 Reltio Recent Development
11.11 Talend
11.11.1 Talend Company Detail
11.11.2 Talend Business Overview
11.11.3 Talend Machine Learning Data Catalog Software Introduction
11.11.4 Talend Revenue in Machine Learning Data Catalog Software Business (2018-2023)
11.11.5 Talend Recent Development
12 Analyst's Viewpoints/Conclusions
13 Appendix
13.1 Research Methodology
13.1.1 Methodology/Research Approach
13.1.2 Data Source
13.2 Disclaimer
13.3 Author Details

Companies Mentioned:

IBM
Alation
Oracle
Cloudera
Unifi
Anzo Smart Data Lake (ASDL)
Collibra
Informatica
Hortonworks
Reltio
Talend

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