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The major technology disruptions to look for in 2022 & beyond

Our strategic research and consulting deliverable are designed to provide comprehensive information and strategic insights to our clients enabling them to achieve business transformation goals.

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Our strategic research and consulting deliverable are designed
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Amazon’s Bezos to Face Unprecedented Protests During India Trip

Promise scholarships cover up to full college tuition for students who’ve attended New Haven Public Schools during some or all of their K-12 years, and the organization also provides scholarship recipients with advice, mentorship, career skill workshops, and connections to paid summer internships in New Haven — many of which are based at Yale.

SPARK Matrix™: Data Science and Machine Learning Platform, 2022

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Data Science and Machine Learning (DSML) platform help users to gather data from various sources and create machine learning models and solutions through the insights generated from those data. It helps organizations in achieving digitalization and automation to gain real-time insights along with reducing complexities occurring due to big data. The platforms also include a variety of analytics and machine learning tools that empower data experts to reveal insights from the data. Thus, these platforms help organizations to streamline business processes and enhance customer experience. 

Quadrant Knowledge Solutions’ DSML platform market research includes detailed global market analysis. It mainly comprises short-term and long-term growth opportunities, emerging technology trends, market trends, and future market outlook. The study provides a comprehensive market forecast analysis of the global market and the overall market adoption rate. It aims to provide strategic information for technology vendors to enhance their understanding of the market and support their growth strategies by evaluating different vendors’ capabilities, competitive differentiation, and market position. 

The research includes detailed competition analysis and vendor evaluation with the proprietary SPARK Matrix analysis. The SPARK Matrix includes ranking and positioning of the leading data science and machine learning platform vendors with a global impact, including – Alibaba Cloud, Altair, Alteryx, Amazon Web Services, Anaconda, Cloudera, Databricks, Dataiku, DataRobot, Domino, Google, H2O.ai, IBM, KNIME, MathWorks, Microsoft, RapidMiner, SAS, Samsung SDS, and TIBCO Software. 

According to Sofia Ali, Analyst at Quadrant Knowledge Solutions, “The DSML platform vendors continue to strengthen their capabilities by utilizing the advantage of AI democratization that allows citizen users to access the power of AI and automation in the model development process. The DSML platform vendors are also making significant investments in adding low-code/ no-code based machine learning for faster model building, and for providing an enhanced user experience with intuitive dashboards that supports deep interoperability with the analytics tools.” 

2022 Data Science and Machine Learning Platform: SPARK Matrix
Source: Quadrant Knowledge Solutions

Data Science and Machine Learning_2022_Quadrant Knowledge Solutions

Table of Contents

Executive Overview

  • Key Research Findings

Market Overview and Technology Trends

Factors Influencing Technology Development and Market Growth

Market Adoption Trends

Competition Landscape and Analysis 

  • Competitive Overview and Analysis
  • Key Competitive Factors and Technology Differentiators

SPARK Matrix™: Data Science and Machine Learning Platform, 2022

Vendor Profiles

Research Methodologies


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Our custom research service is designed to meet the client’s specific requirements by providing a customized in-depth analysis of the technology market to meet your strategic needs. Further, our custom research and consulting services deliverable is uniquely effective, powerful, innovative, and realistic for helping companies successfully address business challenges. Our team of experienced consultants can help you in achieving short-term and long-term business goals in the following ways:

  • Detailed understanding of the industry structure, market participants, and value chain mapping
  • Business potential and opportunities of target markets, economies, and industries
  • Strategic planning and tactical opportunities
  • Go to market strategies

Quadrant Solutions

Quadrant Solutions

Quadrant Solutions

Quadrant Solutions

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