Best Data Science and Machine Learning Platforms - Page 61

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

Total Products under this Category: 1,693

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
  • 1,693+ 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)

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?

Lumen AI

Lumen AI is an advanced artificial intelligence platform designed to empower businesses with data-driven insights and automation capabilities. By leveraging cutting-edge machine learning algorithms, Lumen AI enables organizations to analyze complex datasets, uncover patterns, and make informed decisions that drive growth and efficiency. Key Features and Functionality: - Data Analysis and Visualization: Lumen AI processes large volumes of data, transforming them into actionable insights through intuitive visualizations. - Predictive Analytics: The platform forecasts future trends and behaviors, allowing businesses to proactively address challenges and seize opportunities. - Automated Decision-Making: Lumen AI automates routine decision processes, reducing human error and increasing operational efficiency. - Natural Language Processing (NLP): It understands and interprets human language, facilitating improved customer interactions and sentiment analysis. - Customizable Models: Users can tailor machine learning models to their specific industry needs, ensuring relevance and accuracy. Primary Value and Solutions: Lumen AI addresses the challenge of data overload by providing tools that simplify complex information, enabling businesses to make strategic decisions swiftly. It enhances operational efficiency through automation, reduces costs by minimizing manual interventions, and improves customer satisfaction by offering personalized experiences. By integrating Lumen AI, organizations can stay competitive in a rapidly evolving market landscape.

Who Is the Company Behind Lumen AI?

  • Seller: Lumin
  • Year Founded: 2016
  • HQ Location: Pasadena, US
  • LinkedIn® Page: www.linkedin.com
    8 employees on LinkedIn®

LuminixAI

LuminixAI is an advanced artificial intelligence platform designed to enhance business operations through intelligent automation and data-driven insights. By leveraging cutting-edge machine learning algorithms, LuminixAI enables organizations to streamline workflows, improve decision-making processes, and drive innovation across various industries. Key Features and Functionality: - Automated Data Analysis: Processes large datasets to uncover patterns and trends, facilitating informed business decisions. - Predictive Analytics: Utilizes historical data to forecast future outcomes, aiding in strategic planning. - Natural Language Processing (NLP): Understands and interprets human language, enabling efficient customer interactions and sentiment analysis. - Customizable AI Models: Offers tailored solutions to meet specific business needs, ensuring flexibility and scalability. - Seamless Integration: Easily integrates with existing systems and software, minimizing disruption and maximizing efficiency. Primary Value and Solutions: LuminixAI addresses the challenge of managing and interpreting vast amounts of data by providing tools that automate analysis and generate actionable insights. This empowers businesses to make data-driven decisions, optimize operations, and stay competitive in rapidly evolving markets. By reducing manual tasks and enhancing analytical capabilities, LuminixAI helps organizations save time, reduce costs, and drive growth through innovation.

Who Is the Company Behind LuminixAI?

Lunarcrush

LunarCrush is a social intelligence platform that provides real-time insights into the cryptocurrency, stock, and NFT markets by analyzing social media trends and community sentiment. By aggregating vast amounts of data from platforms like X (formerly Twitter), YouTube, Reddit, and TikTok, LunarCrush helps users identify market movements influenced by social engagement. The platform offers tools for traders, investors, and researchers to track over 20,000 assets, enabling informed decision-making based on social metrics and market data. Key Features and Functionality: - Social Sentiment Analysis: Monitors and quantifies positive and negative sentiments across multiple social media platforms to predict market trends and identify trending assets. - Real-Time Market Insights: Provides up-to-the-minute market data combined with social engagement metrics, including price alerts, whale transaction tracking, and correlation analysis. - Proprietary Scoring Systems: Utilizes unique metrics like AltRank™ and Galaxy Score™ to rank cryptocurrencies based on social activity and market performance, aiding in the identification of top-performing assets. - Custom Alerts & Notifications: Allows users to set personalized alerts for social volume spikes, sentiment changes, whale movements, and price breakouts to react swiftly to market events. - Portfolio Tracking & Watchlists: Enables users to create watchlists, track portfolio performance with integrated social sentiment analysis, and discover under-the-radar investment opportunities. - Developer API Access: Offers API access for developers to integrate LunarCrush's social intelligence data into their applications and services. Primary Value and User Solutions: LunarCrush addresses the challenge of navigating the information-saturated social media landscape by providing transparent, actionable insights derived from real-time social activity and sentiment. By filtering through the noise of social chatter, the platform empowers users to make informed investment decisions, identify emerging trends, and understand the social dynamics influencing market movements. This comprehensive approach enables traders, investors, and researchers to stay ahead in the rapidly evolving financial markets.

Who Is the Company Behind Lunarcrush?

LUPA Technology

Lupa Technology is an AI-powered Software as a Service (SaaS) platform designed to revolutionize data-driven decision-making in industries such as construction, infrastructure, and legal sectors. By integrating and analyzing vast amounts of unstructured data, Lupa transforms complex datasets into actionable insights, enhancing project outcomes and operational efficiency. Key Features and Functionality: - Data Management: Lupa offers comprehensive data processing, mining, and classification capabilities, enabling organizations to efficiently handle and organize large volumes of information. - Expert Analytics: The platform provides specialized analytics tools, including document, communication, drawing, schedule, and photograph analytics, tailored to meet the unique needs of various industries. - AI Insights: Lupa incorporates advanced AI functionalities such as semantic search, content summarization, sentiment analysis, and data-driven reporting, facilitating deeper understanding and interpretation of complex data. Primary Value and Solutions Provided: Lupa addresses the challenges associated with managing and interpreting extensive and fragmented data by offering a unified platform that integrates information from over 50 different data sources. This consolidation allows for real-time processing and forensic analysis, enabling users to monitor project health, identify emerging issues, and make informed, data-driven decisions. By automating tedious tasks and providing comprehensive insights, Lupa empowers organizations to mitigate risks, prevent claims, and enhance overall project performance.

Who Is the Company Behind LUPA Technology?

LuxAIaaS

Who Is the Company Behind LuxAIaaS?

  • Seller: YOUNEA
  • Year Founded: 2020
  • HQ Location: Wasserbillig, LU
  • LinkedIn® Page: www.linkedin.com
    6 employees on LinkedIn®

Lycee

Lycee AI is an educational platform dedicated to empowering individuals with the knowledge and skills necessary to harness artificial intelligence (AI) for enhanced productivity. By offering a comprehensive suite of courses and resources, Lycee AI caters to learners at various stages, from beginners to advanced practitioners, facilitating a deep understanding of AI concepts and their practical applications. Key Features and Functionality: - Diverse Course Offerings: Lycee AI provides a wide range of courses covering topics such as programming language models, advanced DSPy tutorials, and building AI applications with frameworks like Flask and FastAPI. - Hands-On Learning: The platform emphasizes practical experience, enabling learners to develop and deploy AI applications through guided projects and real-world scenarios. - Expert-Led Instruction: Courses are designed and delivered by industry professionals and AI experts, ensuring high-quality content that reflects current trends and best practices. - Flexible Learning Paths: Learners can choose courses that align with their interests and career goals, allowing for a personalized educational journey. Primary Value and Problem Solving: Lycee AI addresses the growing demand for AI literacy by providing accessible and structured learning resources. It demystifies complex AI concepts, enabling users to integrate AI technologies into their workflows, thereby enhancing efficiency and innovation. By bridging the gap between theoretical knowledge and practical application, Lycee AI empowers individuals and organizations to stay competitive in an increasingly AI-driven world.

Who Is the Company Behind Lycee?

Lyras AI

Lyras AI is an advanced module within the Lyra system, designed to harness artificial intelligence and predictive analytics to anticipate and prevent incidents before they occur. By analyzing nearly 10 million data points collected annually, Lyras AI leverages empirical experiences and HeX's expertise in non-conformity processing to build sophisticated algorithms and mathematical models. This proactive approach aims to minimize the need for corrective actions, ensuring smoother operations and enhanced compliance. Key Features and Functionality: - Incident Prediction: Utilizes AI-driven algorithms to forecast potential issues, allowing for preemptive measures. - Data Integration: Combines extensive data collection with advanced analytics to identify patterns and trends. - Regulatory Synergy: Aligns with industry standards and regulations to ensure compliance. - Automated Traceability: Provides implicit and automated tracking of processes and incidents. Primary Value and User Solutions: Lyras AI offers a highly specific economic model focused on risk control and automated traceability. By increasing predictive capabilities and reducing non-conformities, it delivers significant financial gains and operational efficiencies. Users benefit from a system that not only anticipates potential issues but also integrates seamlessly with existing standards, ensuring a proactive and compliant operational environment.

Who Is the Company Behind Lyras AI?

MaaTrx

Who Is the Company Behind MaaTrx?

Mach9

Mach9's Digital Surveyor is an advanced software platform designed to revolutionize the process of 3D mapping and feature extraction for infrastructure projects. By leveraging artificial intelligence and machine learning, Digital Surveyor automates the conversion of extensive LiDAR datasets into precise 2D and 3D engineering models, significantly reducing the time and cost associated with traditional mapping methods. Key Features and Functionality: - Data-Agnostic Ingestion: Supports various data formats from leading mobile mapping systems, including those by Riegl, Trimble, Leica, and NavVis, ensuring seamless integration with existing hardware. - AI-Powered Data Analysis: Utilizes state-of-the-art machine learning models to identify and extract over 20 infrastructure features, such as utility poles, traffic signals, and road signs, from LiDAR data. - Flexible CAD Workflows: Offers a comprehensive CAD platform equipped with automation-assisted extraction and manual drafting tools, allowing technicians to maintain control over the mapping process and ensure design precision. - Design-Grade Deliverables: Enables the export of extracted features to industry-standard formats like AutoCAD, Microstation, or ESRI Feature Service, facilitating the creation of engineering-ready CAD and GIS deliverables. Primary Value and User Solutions: Digital Surveyor addresses the critical need for efficient and accurate geospatial data processing in the infrastructure sector. By automating the labor-intensive tasks of feature extraction and map creation, it accelerates project timelines, reduces operational costs, and enhances the quality of deliverables. This empowers surveyors, engineers, and infrastructure managers to make informed decisions swiftly, leading to more resilient and sustainable infrastructure development.

Who Is the Company Behind Mach9?

  • Seller: Mach9
  • Year Founded: 2021
  • HQ Location: San Francisco, US
  • LinkedIn® Page: www.linkedin.com
    4,647 employees on LinkedIn®
Bijou Barry
BB
Researched and written by Bijou Barry
Updated April 22, 2026