Best Data Science and Machine Learning Platforms - Page 84

How Many Data Science and Machine Learning Platforms Products Does G2 Track?

Total Products under this Category: 1,540

Category Stats (Sep 2026)

  • Average Rating: 4.46/5 The average rating of products in this category, based on all submitted ratings
  • Top Trending Product: Anyscale (+4.14%) - Among all products in this category, Anyscale recorded the largest rating increase compared to last month

Last updated: September 01, 2026

How Does G2 Rank Data Science and Machine Learning Platforms Products?

Why You Can Trust G2's Software Rankings:

  • 30 Analysts and Data Experts
  • 14,500+ Authentic Reviews
  • 1,540+ Products
  • Unbiased Rankings

G2's software rankings are built on verified user reviews, rigorous moderation, and a consistent research methodology maintained by a team of analysts and data experts. Each product is measured using the same transparent criteria, with no paid placement or vendor influence. While reviews reflect real user experiences, which can be subjective, they offer valuable insight into how software performs in the hands of professionals. Together, these inputs power the G2 Score, a standardized way to compare tools within every category.

G2 Grid® for Data Science and Machine Learning Platforms

G2 Grid® for Data Science and Machine Learning Platforms plotting products by satisfaction and market presence

Highlighted products: Databricks, Gemini Enterprise Agent Platform, SAS Viya, Google Cloud AutoML, IBM watsonx.data, Snowflake, MATLAB, and Hex.

Underlying data: [Grid® JSON](https://www.g2.com/categories/data-science-and-machine-learning-platforms/grids.json?focus%5B%5D=databricks&focus%5B%5D=gemini-enterprise-agent-platform&focus%5B%5D=sas-sas-viya&focus%5B%5D=google-cloud-automl&focus%5B%5D=ibm-watsonx-data&focus%5B%5D=snowflake&focus%5B%5D=matlab&focus%5B%5D=hex-tech-hex)

Scrutari AI

Scrutari AI is an advanced artificial intelligence platform designed to enhance data analysis and decision-making processes for businesses across various industries. By leveraging cutting-edge machine learning algorithms, Scrutari AI enables organizations to extract meaningful insights from complex datasets, facilitating informed strategic decisions and operational efficiencies. Key Features and Functionality: - Automated Data Processing: Streamlines the ingestion, cleaning, and transformation of raw data, reducing manual effort and minimizing errors. - Predictive Analytics: Utilizes sophisticated models to forecast trends and outcomes, aiding in proactive business planning. - Natural Language Processing (NLP): Interprets and analyzes unstructured text data, enabling sentiment analysis, topic modeling, and more. - Customizable Dashboards: Offers interactive visualizations and reports tailored to specific business needs, enhancing data comprehension. - Scalability: Adapts to varying data volumes and complexities, ensuring consistent performance as business requirements evolve. Primary Value and User Solutions: Scrutari AI empowers organizations to harness the full potential of their data by providing tools that simplify complex analyses and reveal actionable insights. By automating routine tasks and offering predictive capabilities, it allows businesses to focus on strategic initiatives, improve operational efficiency, and gain a competitive edge in their respective markets.

Who Is the Company Behind Scrutari AI?

Scya

Scya is an advanced AI-driven platform designed to revolutionize the way businesses manage and analyze their data. By leveraging cutting-edge machine learning algorithms, Scya enables organizations to extract meaningful insights, automate complex processes, and enhance decision-making capabilities. Its intuitive interface ensures that users, regardless of technical expertise, can harness the full potential of their data assets. Key Features and Functionality: - Data Integration: Seamlessly connects with various data sources, ensuring a unified view of all organizational data. - Automated Analytics: Employs machine learning to identify patterns, trends, and anomalies without manual intervention. - Customizable Dashboards: Offers interactive dashboards that can be tailored to display key performance indicators relevant to specific business needs. - Predictive Modeling: Provides tools to build and deploy predictive models, aiding in forecasting and strategic planning. - Collaboration Tools: Facilitates team collaboration by allowing multiple users to access, share, and comment on reports and analyses in real-time. Primary Value and Solutions Provided: Scya addresses the common challenges businesses face in managing vast amounts of data by offering a centralized platform that simplifies data analysis and interpretation. It eliminates the need for extensive technical expertise, enabling teams to make data-driven decisions swiftly. By automating routine analytical tasks, Scya reduces operational costs and minimizes human error. Ultimately, it empowers organizations to unlock the full potential of their data, leading to improved efficiency, innovation, and competitive advantage.

Who Is the Company Behind Scya?

  • Seller: Scya
  • Year Founded: 2025
  • HQ Location: Zurich, CH
  • LinkedIn® Page: www.linkedin.com
    8 employees on LinkedIn®

SEDGE

Who Is the Company Behind SEDGE?

SeeTree_AI

SeeTree is an AI-powered agricultural optimization platform that provides per-tree intelligence to growers, enabling precise monitoring and management of tree health and productivity. By integrating data from drones, light aircraft, satellites, and ground sensors, SeeTree offers comprehensive insights into individual trees and tree clusters, facilitating data-driven decision-making for enhanced farm operations. Key Features and Functionality: - eyePM (Integrated Pest Management): Utilizes AI-powered detections and per-tree digitization to transform scouting and spraying operations. Features include dynamic scouting reports, mobile scout app, trap monitoring, tree injection management, and chemical inventory planning. - SeeYield: Optimizes yield assessment processes with tools like a yield forecast calculator, fruit smart sampling engine, mobile-based fruit counting and sizing, personalized harvest planning, and harvest operation tracking. - Asset Management: Offers digital twin technology for inventory management, replant calculators, nursery orders, insurance reports, and carbon sequestration data, streamlining resource management. - MapConnect: Provides GIS operations with high-resolution mapping, LIDAR point cloud processing, land parceling, per-tree digitization, and media API for imagery and vectors, making GIS data actionable. Primary Value and User Solutions: SeeTree addresses the challenges of modern agribusinesses by delivering detailed, actionable insights at the individual tree level. This granular approach enables farmers to: - Enhance Operational Efficiency: By digitizing tree management, SeeTree increases manpower throughput by 20-30% and reduces chemical inputs by 10-20%, leading to more efficient farming practices. - Improve Yield and Productivity: The platform's data-driven insights help in identifying underperforming trees, optimizing fruit production, and increasing overall yield by up to 20%. - Reduce Time to Action: With real-time monitoring and reporting, farmers can reduce the time to address issues by 50%, ensuring prompt responses to potential problems. By transforming traditional farming methods into intelligence-driven operations, SeeTree empowers growers to make informed decisions, optimize resources, and achieve sustainable agricultural success.

Who Is the Company Behind SeeTree_AI?

Segmentle

Segmentle is an innovative software solution designed to enhance data segmentation and analysis for businesses seeking to optimize their marketing strategies. By leveraging advanced algorithms, Segmentle enables users to identify and target specific customer segments, leading to more personalized and effective marketing campaigns. Key Features and Functionality: - Advanced Data Segmentation: Utilizes sophisticated algorithms to divide customer data into meaningful segments based on various criteria. - User-Friendly Interface: Offers an intuitive platform that simplifies the process of data analysis and segmentation. - Integration Capabilities: Seamlessly integrates with existing CRM and marketing tools to enhance workflow efficiency. - Real-Time Analytics: Provides up-to-date insights, allowing businesses to make informed decisions promptly. - Customizable Reports: Generates detailed reports tailored to specific business needs and objectives. Primary Value and Solutions Provided: Segmentle addresses the challenge of effectively analyzing vast amounts of customer data by offering a streamlined solution for segmentation. This empowers businesses to craft targeted marketing strategies, improve customer engagement, and ultimately drive higher conversion rates. By simplifying complex data processes, Segmentle enables companies to focus on strategic decision-making and growth.

Who Is the Company Behind Segmentle?

SelectIQ

SelectIQ is a Provider Activation Platform designed to streamline the clinical trial process by automating referral networks and enhancing patient identification. By leveraging electronic health record (EHR) data, SelectIQ reduces the workload for both trial sites and referring providers, facilitating faster and more efficient patient enrollment. Key Features and Functionality: - Patient Identification Service: Utilizes EHR data to help providers identify patients who meet clinical trial eligibility criteria, thereby reducing screening failures. - Rapid Feasibility Tool: Assists providers in quickly assessing the feasibility of including their patient population in a clinical trial, streamlining the decision-making process. - Automated Patient Pre-screening: Automates the pre-screening process based on EHR records, minimizing the number of ineligible patients and saving time and resources. - Simplified Physician Referrals: Facilitates the referral process, making it easier for physicians to identify and refer eligible patients to clinical trials. - Accurate Enrollment Prediction: Provides sponsors with reliable and concise enrollment timelines, improving overall trial efficiency. Primary Value and User Solutions: SelectIQ addresses the critical bottleneck in drug development: patient recruitment for clinical trials. By automating and optimizing the referral and enrollment processes, it alleviates the burden on healthcare providers and trial sites, leading to increased participation rates. This acceleration in patient enrollment brings safer and more effective treatments to market more swiftly, ultimately benefiting patients in need.

Who Is the Company Behind SelectIQ?

  • Seller: SelectIQ
  • Year Founded: 2022
  • HQ Location: New York City, US
  • LinkedIn® Page: www.linkedin.com
    402 employees on LinkedIn®

SelectPrism

Enterprise-grade AI Interviewing Platform for Intelligent Hiring

Who Is the Company Behind SelectPrism?

Semble AI

Semble AI is an advanced artificial intelligence platform designed to streamline and enhance business operations through intelligent automation and data-driven insights. By leveraging cutting-edge machine learning algorithms, Semble AI enables organizations to optimize workflows, improve decision-making processes, and drive innovation across various industries. Key Features and Functionality: - Intelligent Automation: Automates repetitive tasks, allowing teams to focus on strategic initiatives. - Data Analytics: Provides comprehensive data analysis to uncover actionable insights and trends. - Customizable Solutions: Offers tailored AI models to meet specific business needs and objectives. - Scalability: Adapts to businesses of all sizes, ensuring seamless integration and growth. - User-Friendly Interface: Features an intuitive design for easy navigation and operation. Primary Value and Solutions: Semble AI addresses the challenge of operational inefficiencies by automating routine processes and delivering insightful analytics. This empowers businesses to make informed decisions, enhance productivity, and maintain a competitive edge in their respective markets.

Who Is the Company Behind Semble AI?

  • Seller: Semble AI
  • Year Founded: 2025
  • HQ Location: San Francisco , US
  • LinkedIn® Page: www.linkedin.com
    4 employees on LinkedIn®

Sendara

Sendara is an advanced AI-driven platform designed to revolutionize the way businesses manage and analyze their data. By leveraging cutting-edge machine learning algorithms, Sendara enables organizations to extract meaningful insights, automate complex processes, and enhance decision-making capabilities. Its intuitive interface and robust analytics tools make it accessible to both technical and non-technical users, facilitating seamless integration into existing workflows. Key Features and Functionality: - Data Integration: Effortlessly consolidates data from multiple sources, providing a unified view for comprehensive analysis. - Advanced Analytics: Utilizes sophisticated machine learning models to uncover patterns, trends, and correlations within datasets. - Automation: Streamlines repetitive tasks and processes, increasing operational efficiency and reducing human error. - Customizable Dashboards: Offers interactive and customizable dashboards for real-time data visualization and reporting. - Scalability: Adapts to the growing needs of businesses, handling large volumes of data without compromising performance. Primary Value and Solutions Provided: Sendara addresses the challenge of data overload by transforming raw data into actionable insights. It empowers businesses to make informed decisions, optimize operations, and identify new opportunities for growth. By automating data analysis and reporting, Sendara reduces the time and resources required for these tasks, allowing organizations to focus on strategic initiatives. Its user-friendly design ensures that teams across various departments can harness the power of AI without the need for extensive technical expertise.

Who Is the Company Behind Sendara?

SensusQ

Domain-independent decision making software delivering foresight and time cost savings in all environments.

Who Is the Company Behind SensusQ?

Sentenai

Sentenai is a cloud-based platform designed to automate data engineering processes for machine learning and predictive applications, particularly within the Internet of Things (IoT) domain. By integrating distributed systems with applied machine learning, Sentenai enables organizations to efficiently manage and analyze vast streams of sensor data, facilitating real-time decision-making and predictive analytics. Key Features and Functionality: - Historical Data Analysis: Utilizes repositories of historical data to model behaviors, train deep neural networks, and build decision trees, aiding in understanding past performance and predicting future outcomes. - Comparative Situation Analysis: Identifies new trends, models expectations, and tracks performance through comparative analysis, assisting in strategic planning and forecasting. - Simplified Data Fusion: Employs multi-source data fusion to extract intelligence from raw data without the need for complex computational pipelines or manual processing, streamlining data integration. - Behavioral Pattern Recognition: Allows experts to encode and share knowledge as human-understandable behavioral models, enhancing team collaboration and insight sharing. - Elastic Data Engineering: Delivers up-to-date intelligence without one-way transformations, ensuring data remains flexible and usable for future needs. - Versatile Deployment: Capable of collecting and processing data from the edge to the cloud, enabling comprehensive tracking and analysis across entire networks. Primary Value and User Solutions: Sentenai addresses the challenges of managing and analyzing extensive, event-based data streams by automating data integration and engineering tasks. This automation reduces the time and resources traditionally required for data preparation, allowing data scientists and decision-makers to focus on deriving actionable insights. By providing a unified view of diverse data sources, Sentenai enhances situational awareness, supports predictive maintenance, and improves operational efficiency. Its ability to process and analyze data in real-time ensures that organizations can make informed decisions swiftly, adapting to changing conditions and optimizing performance.

Who Is the Company Behind Sentenai?

  • Seller: Sentenai
  • Year Founded: 2015
  • HQ Location: Boston, US
  • LinkedIn® Page: www.linkedin.com
    5 employees on LinkedIn®

Sentyx

Sentyx is an advanced AI-driven platform designed to enhance business intelligence by providing deep insights into customer behavior and market trends. By leveraging cutting-edge machine learning algorithms, Sentyx enables organizations to make data-driven decisions, optimize operations, and improve customer engagement. The platform integrates seamlessly with existing systems, ensuring a smooth transition and minimal disruption to workflows. Key Features and Functionality: - Data Integration: Aggregates data from multiple sources, providing a unified view of business metrics. - Predictive Analytics: Utilizes machine learning to forecast trends and customer behaviors. - Customizable Dashboards: Offers intuitive dashboards tailored to specific business needs. - Real-Time Reporting: Delivers up-to-date reports for timely decision-making. - Scalability: Adapts to businesses of all sizes, from startups to large enterprises. Primary Value and Solutions: Sentyx empowers businesses to harness the full potential of their data, transforming raw information into actionable insights. By automating data analysis and reporting, it reduces manual effort and minimizes errors. Organizations can identify emerging market trends, understand customer preferences, and develop strategies that drive growth and competitiveness. Sentyx addresses the challenge of data overload by providing clear, concise, and relevant information, enabling businesses to stay ahead in a rapidly evolving marketplace.

Who Is the Company Behind Sentyx?

Bijou Barry
BB
Researched and written by Bijou Barry
Updated April 22, 2026