Best Data Science and Machine Learning Platforms - Page 59

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

Total Products under this Category: 1,649

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
  • 14,400+ Authentic Reviews
  • 1,649+ 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, Snowflake, IBM watsonx.data, Dataiku, 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=snowflake&focus%5B%5D=ibm-watsonx-data&focus%5B%5D=dataiku&focus%5B%5D=hex-tech-hex)

Linq

Linq is an advanced AI-powered platform designed to streamline and enhance data integration processes for businesses. By leveraging cutting-edge artificial intelligence, Linq simplifies the connection between disparate data sources, enabling organizations to efficiently manage and analyze their data. This results in improved decision-making and operational efficiency. Key Features and Functionality: - Automated Data Integration: Linq utilizes AI to automatically map and integrate data from various sources, reducing manual effort and minimizing errors. - Real-Time Data Processing: The platform processes data in real-time, ensuring that users have access to the most current information for timely decision-making. - Scalability: Linq is built to handle large volumes of data, making it suitable for businesses of all sizes and industries. - User-Friendly Interface: The intuitive design allows users to easily navigate and manage data integration tasks without requiring extensive technical expertise. - Customizable Workflows: Linq offers flexible workflows that can be tailored to meet the specific needs of an organization, enhancing adaptability and efficiency. Primary Value and Solutions Provided: Linq addresses the common challenges associated with data integration by offering an intelligent, automated solution that reduces complexity and accelerates the process. By providing real-time insights and a scalable platform, Linq empowers businesses to make informed decisions quickly, leading to increased productivity and a competitive edge in the market.

Who Is the Company Behind Linq?

  • Seller: Linq
  • Year Founded: 2017
  • HQ Location: Mountain View, US
  • LinkedIn® Page: www.linkedin.com
    6 employees on LinkedIn®

ListenField

ListenField is an innovative agritech company dedicated to transforming traditional farming practices through advanced technology. Established in 2017, ListenField offers a comprehensive predictive agronomic platform that integrates IoT devices, machine learning, and data analytics to enhance farm management. By aggregating and analyzing multilayer environmental data, the platform provides actionable insights, enabling farmers to optimize crop yields, reduce costs, and promote sustainable agriculture. Key Features and Functionality: - FarmAI Application: A precision farming tool designed for individual farmers, farming communities, and agribusinesses. It digitizes field measurements, reduces paperwork through digital activity logging, and offers field-level weather forecasts. - Data Aggregation and Analysis: Collects and processes data from various sources, including satellite imagery, drones, and field sensors, to monitor crop health and predict growth patterns. - Soil Nutrition Analysis: Utilizes Near Infrared Spectroscopy (NIRS) to provide real-time soil condition assessments, aiding in precise fertilizer application and improved crop quality. - Collaborative Platform: Facilitates collaboration among farmers and agricultural businesses by enabling users to invite peers, join cooperatives, and receive timely farming advice. Primary Value and Solutions Provided: ListenField addresses the challenges of modern agriculture by offering a data-driven approach to farm management. The platform empowers farmers with precise information, leading to increased productivity and income. By integrating advanced technologies, ListenField helps mitigate risks associated with climate uncertainty and resource inefficiency. Additionally, the platform promotes sustainable farming practices, contributing to environmental conservation and long-term agricultural viability.

Who Is the Company Behind ListenField?

Lium

Who Is the Company Behind Lium?

LivNSense Technologies

LivNSense Technologies is a pioneering Industrial AI company dedicated to addressing the global challenge of reducing greenhouse gas (GHG) emissions in energy-intensive industries. Their flagship product, GreenOps™, is an AI-powered platform that leverages machine learning and digital twin technology to monitor and optimize GHG emissions. By integrating with existing operational and information technology systems, GreenOps™ provides real-time data analysis and predictive insights, enabling industries to achieve significant reductions in GHG intensity and substantial energy cost savings. Key Features and Functionality: - Real-Time Data Acquisition: GreenOps™ captures data from diverse sources, including sensors and existing plant systems, ensuring comprehensive monitoring of industrial processes. - Hybrid AI/ML Models: The platform employs advanced artificial intelligence and machine learning models for predictive analytics and CO2 benchmarking, facilitating proactive decision-making. - Digital Twin Technology: By creating virtual replicas of industrial processes, GreenOps™ allows for simulation and optimization, leading to improved energy consumption and reduced emissions. - Carbon Cockpit: This feature visualizes GHG emissions and tracks reduction progress, providing a clear overview of environmental performance. - ESG-Safety Compliance Module: GreenOps™ includes tools for monitoring and reporting environmental, social, and governance (ESG) metrics, ensuring compliance with safety standards. - Integration of Scientific Models: The platform incorporates material science, combustion, and energy efficiency models to enhance its analytical capabilities. - Patented CO2 Benchmarking & Optimization: GreenOps™ utilizes proprietary technology to benchmark and optimize CO2 emissions effectively. Primary Value and Solutions Provided: GreenOps™ addresses the pressing need for energy-intensive industries to reduce their carbon footprint and improve energy efficiency. Traditional methods often rely on lagging indicators and manual data collection, hindering proactive decision-making and the achievement of net-zero targets. By offering real-time monitoring, predictive insights, and prescriptive recommendations, GreenOps™ enables industries to optimize energy consumption, reduce risks, and enhance profitability. Clients have reported up to 25% reductions in GHG intensity and significant energy cost savings, demonstrating the platform's effectiveness in driving sustainable industrial transformation.

Who Is the Company Behind LivNSense Technologies?

Llongterm

Llongterm is a comprehensive investment management platform designed to assist individuals and organizations in achieving their long-term financial goals. By offering a suite of tools and resources, Llongterm simplifies the complexities of investment planning, enabling users to make informed decisions and optimize their portfolios for sustained growth. Key Features and Functionality: - Portfolio Management: Users can create, monitor, and adjust their investment portfolios with ease, ensuring alignment with their financial objectives and risk tolerance. - Financial Planning Tools: Llongterm provides calculators and simulators to project future investment outcomes, helping users plan for retirement, education, or other significant financial milestones. - Market Analysis: Access to real-time market data and trends allows users to stay informed about economic developments and adjust their strategies accordingly. - Educational Resources: A wealth of articles, tutorials, and webinars are available to enhance users' understanding of investment principles and strategies. - Risk Assessment: Tools to evaluate and manage investment risks, ensuring portfolios are balanced and aligned with individual risk profiles. Primary Value and User Solutions: Llongterm addresses the challenges of long-term investment planning by offering a user-friendly platform that consolidates essential financial tools and information. It empowers users to take control of their financial future by providing the resources needed to make informed investment decisions, manage risks effectively, and achieve their financial goals with confidence.

Who Is the Company Behind Llongterm?

Logcomex

Logcomex is a technology platform that revolutionizes global trade operations by integrating data intelligence, automation, and supply chain management. Founded in 2016 in Paranaguá, Brazil, the company has expanded its reach to over 11 countries across five continents. By leveraging artificial intelligence and big data, Logcomex provides comprehensive solutions that enhance the efficiency, visibility, and control of international trade processes. Key Features and Functionality: - Supply Chain Management: Offers real-time tracking of shipments, centralized purchase order management, and integrated visibility of operations, enabling businesses to monitor items and shipments with complete traceability. - Data Intelligence: Provides tools to assess international market potential, analyze product pricing variations, determine market share by segment, and identify new suppliers and markets, facilitating strategic decision-making. - Process Automation: Automates customs and logistics processes, reducing operational costs and errors by integrating data and documents into a unified environment. - Financial and Operational Predictability: Manages costs, taxes, and risks proactively to prevent disruptions in cash flow, ensuring financial stability. Primary Value and User Solutions: Logcomex addresses the complexities of international trade by providing a unified platform that simplifies and optimizes every stage of the supply chain. Its solutions offer businesses enhanced operational efficiency, reduced costs, and improved decision-making capabilities. By delivering real-time insights and automating critical processes, Logcomex empowers companies to navigate the global trade landscape with greater confidence and agility.

Who Is the Company Behind Logcomex?

  • Seller: Logcomex
  • Year Founded: 2016
  • HQ Location: Curitiba, BR
  • LinkedIn® Page: www.linkedin.com
    384 employees on LinkedIn®

Loric.ai

Loric.ai is an advanced analytics platform designed to empower organizations by providing deep insights into their data. By leveraging cutting-edge artificial intelligence and machine learning technologies, Loric.ai enables businesses to make informed decisions, optimize operations, and drive growth. The platform is tailored to meet the needs of various industries, offering customizable solutions that adapt to specific business requirements. Key Features and Functionality: - Data Integration: Seamlessly connects with multiple data sources, ensuring comprehensive data analysis. - Predictive Analytics: Utilizes machine learning algorithms to forecast trends and outcomes, aiding in proactive decision-making. - Customizable Dashboards: Offers user-friendly interfaces that can be tailored to display relevant metrics and KPIs. - Automated Reporting: Generates detailed reports automatically, saving time and reducing manual effort. - Scalability: Designed to handle large datasets, making it suitable for businesses of all sizes. Primary Value and Solutions Provided: Loric.ai addresses the challenge of data overload by transforming raw data into actionable insights. It empowers users to identify patterns, predict future trends, and make data-driven decisions with confidence. By automating complex analytical processes, Loric.ai reduces the reliance on manual data analysis, thereby increasing efficiency and accuracy. This leads to improved operational performance, enhanced strategic planning, and a competitive edge in the market.

Who Is the Company Behind Loric.ai?

Lorna

Lorna is an AI-powered financial modeling platform designed to streamline investment research by automating the analysis of SEC filings and generating comprehensive Discounted Cash Flow (DCF) valuations. By leveraging advanced AI capabilities, Lorna enables investors to efficiently extract and interpret critical financial data, transforming complex documents into actionable insights. This approach significantly reduces the time and effort traditionally required for thorough financial analysis, allowing users to make informed investment decisions with greater confidence. Key Features and Functionality: - Automated SEC Filing Analysis: Lorna allows users to load various company filings, such as 10-Ks, 10-Qs, and 8-Ks, and select specific sections for AI-driven analysis, providing contextual insights beyond raw text. - Investment Research AI Agent: This feature enables users to highlight relevant portions of filings and receive immediate, context-aware summaries, key metric extractions, and direct citations from the documents. - DCF Builder: Lorna offers a comprehensive DCF modeling tool where users can input assumptions like Weighted Average Cost of Capital (WACC), terminal growth rates, and projection years to generate detailed valuations, including projected free cash flows and equity value per share. - Interactive Share Reports: Users can create and share interactive reports that encapsulate their analysis, facilitating collaboration and communication of investment insights. - Cloud Storage and Export Options: Lorna provides cloud storage for models and supports exporting analyses to Excel, enhancing flexibility and accessibility for users. Primary Value and User Solutions: Lorna addresses the challenges investors face in processing and analyzing extensive financial documents by automating the extraction and interpretation of critical data. This automation not only saves significant time but also enhances the accuracy and depth of financial analysis. By providing tools like the Investment Research AI Agent and DCF Builder, Lorna empowers users to conduct thorough evaluations of a company's financial health and valuation, leading to more informed and confident investment decisions. The platform's intuitive design and advanced features make it an invaluable resource for both novice and experienced investors seeking to optimize their research processes.

Who Is the Company Behind Lorna?

Ludwig-ai

Ludwig is a toolbox that allows to train and test deep learning models without the need to write code.

Who Is the Company Behind Ludwig-ai?

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