Best Data Science and Machine Learning Platforms - Page 42

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)

Exonic

Exonic is an advanced AI-driven platform designed to revolutionize the way businesses manage and analyze their data. By leveraging cutting-edge machine learning algorithms, Exonic enables organizations to extract meaningful insights, automate complex processes, and enhance decision-making capabilities. Its intuitive interface and robust analytics tools cater to a wide range of industries, ensuring scalability and adaptability to various business needs. Key Features and Functionality: - Data Integration: Seamlessly connects with multiple data sources, allowing for comprehensive data aggregation and management. - Advanced Analytics: Utilizes sophisticated algorithms to perform predictive analytics, trend analysis, and anomaly detection. - Automation: Automates routine tasks and workflows, increasing operational efficiency and reducing human error. - Customizable Dashboards: Offers interactive and customizable dashboards for real-time data visualization and reporting. - Scalability: Designed to handle large datasets and scale with the growth of the organization. Primary Value and Solutions Provided: Exonic addresses the challenge of data overload by providing a centralized platform that simplifies data analysis and interpretation. It empowers users to make informed decisions quickly, enhances productivity through automation, and drives business growth by uncovering actionable insights. By transforming raw data into strategic assets, Exonic enables organizations to stay competitive in a data-driven world.

Who Is the Company Behind Exonic?

Expert.ai

Expert.ai Studio is a fully integrated, low-code development environment for building and deploying custom AI-based text models to address any linguistic challenge. Our solution helps organizations and developers to create advanced and unique solutions to extend the scope of intelligent process automation and make knowledge discovery more effective. Expert.ai Studio applies natural language understanding (NLU) capabilities and a fine-grained text processing configuration to achieve precise comprehension of your content. As a result, you gain complete control over your data so you can use it more efficiently and at scale in support of your business operations.

Average Rating: 5.0/5.0

Total Reviews: 1

Who Is the Company Behind Expert.ai?

  • Seller: Expert.ai
  • HQ Location: Modena, IT
  • LinkedIn® Page: www.linkedin.com
    266 employees on LinkedIn®
  • Ownership: BIT:EXSY
  • Total Revenue (USD mm): $31

Who Uses This Product?

  • Company Size: 100% Large

What Are Recent G2 Reviews of Expert.ai?

Exploratory

Exploratory enables users to understand data by transforming, visualizing, and applying advanced statistics and machine learning algorithms.

Average Rating: 4.2/5.0

Total Reviews: 3

How Do G2 Users Rate Exploratory?

  • Ease of Admin: 9.2/10 (Category avg: 8.6/10)

Who Is the Company Behind Exploratory?

Who Uses This Product?

  • Company Size: 100% Small

What Do G2 Reviewers Say About Exploratory?

AI-generated summary from verified user reviews

Pros
  • Users value the AI-assisted modeling capabilities of Exploratory, enhancing data organization and simplifying analysis for beginners.
  • Users value the effective problem-solving capabilities of Exploratory, simplifying data organization and enhancing analysis for all levels.
  • Users value the productivity improvement provided by Exploratory, simplifying complex data analysis with AI assistance.

What Are Recent G2 Reviews of Exploratory?

What Are G2 Users Discussing About Exploratory?

Extentum AI

Extentum AI is an advanced artificial intelligence platform designed to empower businesses by automating complex processes and enhancing decision-making capabilities. By leveraging cutting-edge machine learning algorithms, Extentum AI enables organizations to analyze vast datasets, uncover actionable insights, and drive innovation across various industries. Key Features and Functionality: - Data Analysis and Interpretation: Processes large volumes of data to identify patterns and trends, facilitating informed business decisions. - Predictive Analytics: Utilizes historical data to forecast future outcomes, aiding in strategic planning and risk management. - Natural Language Processing (NLP): Understands and interprets human language, enabling seamless interaction between users and the system. - Automated Workflow Management: Streamlines operations by automating routine tasks, increasing efficiency and reducing human error. - Customizable AI Models: Offers tailored solutions to meet specific business needs, ensuring relevance and effectiveness. Primary Value and Solutions Provided: Extentum AI addresses the challenge of managing and making sense of complex data by providing tools that automate analysis and decision-making processes. This leads to increased operational efficiency, reduced costs, and the ability to swiftly adapt to market changes. By integrating Extentum AI, businesses can harness the power of artificial intelligence to drive growth, innovation, and maintain a competitive edge in their respective industries.

Who Is the Company Behind Extentum AI?

Extracta.ai

Extracta.ai is an advanced AI-driven platform that automates the extraction of structured data from unstructured documents, such as invoices, resumes, contracts, and receipts. By leveraging cutting-edge Optical Character Recognition (OCR) technology and fine-tuned Large Language Models (LLMs), Extracta.ai achieves up to 99% accuracy in data extraction without the need for prior training. This solution is designed to streamline workflows, reduce manual data entry, and enhance operational efficiency across various industries, including finance, healthcare, and logistics. Key Features and Functionality: - Versatile Document Processing: Supports a wide range of document formats, including PDFs, Word documents, text files, and scanned images (PNG, JPG), enabling comprehensive data extraction capabilities. - Customizable Extraction: Allows users to define their own templates and tailor the data extraction process to meet specific requirements, enhancing the relevance and accuracy of the extracted data. - High Accuracy: Utilizes advanced algorithms to ensure up to 99% accuracy in data extraction, minimizing errors and improving data reliability. - Ease of Integration: Offers a RESTful API for seamless integration into existing systems and workflows, facilitating automated data processing without significant infrastructure changes. - Data Privacy and Security: Prioritizes the confidentiality and integrity of user data by adhering to the highest data protection standards, including full compliance with GDPR regulations. Primary Value and Problem Solved: Extracta.ai addresses the challenge of efficiently processing large volumes of unstructured documents by automating data extraction tasks. This automation reduces the reliance on manual data entry, thereby decreasing the likelihood of errors and increasing overall productivity. By transforming unstructured data into structured, actionable information, Extracta.ai empowers businesses to make informed decisions more quickly and effectively. Its user-defined templates and no pre-training requirement offer unparalleled flexibility, making it an ideal solution for organizations seeking to enhance their data processing capabilities without extensive setup or training.

Who Is the Company Behind Extracta.ai?

Factful

Factful is a comprehensive data management platform designed to streamline the collection, analysis, and visualization of complex datasets. It empowers organizations to make informed decisions by providing real-time insights and facilitating data-driven strategies. Key Features and Functionality: - Data Integration: Seamlessly connects with various data sources, ensuring a unified view of information. - Advanced Analytics: Offers robust analytical tools to uncover patterns and trends within datasets. - Customizable Dashboards: Provides interactive dashboards tailored to specific business needs. - Collaboration Tools: Enables teams to share insights and work together effectively. - Security Measures: Implements stringent security protocols to protect sensitive data. Primary Value and User Solutions: Factful addresses the challenge of managing and interpreting large volumes of data by offering an intuitive platform that simplifies these processes. It enhances operational efficiency, supports strategic planning, and drives business growth by delivering actionable insights. Users benefit from reduced time spent on data processing and increased accuracy in their analyses, leading to more informed decision-making.

Who Is the Company Behind Factful?

  • Seller: Factful
  • Year Founded: 2023
  • HQ Location: Oakville, CA
  • LinkedIn® Page: www.linkedin.com
    8 employees on LinkedIn®

Faculty.ai

We help our customers make better decisions. Whether you are looking to grow, work more efficiently, or deliver higher quality services, we build industry-leading AI that helps you turn your data into deeper insights, better strategies and smarter decisions.

Who Is the Company Behind Faculty.ai?

Fasal

Who Is the Company Behind Fasal?

  • Seller: Fasal
  • Year Founded: 2018
  • HQ Location: Bangalore, IN
  • LinkedIn® Page: www.linkedin.com
    182 employees on LinkedIn®

Fast

Fast.ai is a non-profit research group dedicated to democratizing deep learning and artificial intelligence by making these technologies more accessible to individuals from diverse backgrounds. Founded in 2016 by Jeremy Howard and Rachel Thomas, Fast.ai offers free online courses, an open-source deep learning library built on PyTorch, and cutting-edge research to simplify the implementation of AI models. Their mission is to enable people, regardless of their prior experience, to harness the power of deep learning in practical applications. Key Features and Functionality: - Free Online Courses: Fast.ai provides comprehensive courses like "Practical Deep Learning for Coders," designed to teach deep learning through hands-on coding and real-world applications. - Fastai Library: An open-source deep learning library that offers high-level components for building state-of-the-art models in various domains, including computer vision, natural language processing, and tabular data analysis. - Top-Down Teaching Approach: Emphasizes starting with practical applications and working code before delving into underlying theories, making learning more intuitive and effective. - Community Support: A vibrant community that fosters collaboration, providing forums and resources for learners to share knowledge and seek assistance. Primary Value and Problem Solved: Fast.ai addresses the challenge of making deep learning accessible to a broader audience by removing barriers such as the need for advanced mathematical knowledge or extensive coding experience. By offering free, practical courses and user-friendly tools, Fast.ai empowers individuals to apply deep learning techniques to real-world problems, thereby fostering innovation and inclusivity in the AI field.

Who Is the Company Behind Fast?

Fathom AI Technologies

Fathom AI Technologies offers advanced artificial intelligence solutions designed to enhance business operations and decision-making processes. Their services encompass data analysis, predictive modeling, and machine learning applications tailored to meet the unique needs of various industries. By leveraging cutting-edge AI technologies, Fathom AI Technologies empowers organizations to extract valuable insights from complex datasets, optimize workflows, and drive innovation. Key Features and Functionality: - Data Analysis: Utilizes sophisticated algorithms to process and interpret large volumes of data, uncovering patterns and trends that inform strategic decisions. - Predictive Modeling: Develops models that forecast future outcomes based on historical data, enabling proactive planning and risk management. - Machine Learning Applications: Implements customized machine learning solutions that adapt and improve over time, enhancing efficiency and accuracy in various business processes. - Industry-Specific Solutions: Offers tailored AI services that address the unique challenges and requirements of different sectors, ensuring relevance and effectiveness. Primary Value and User Benefits: Fathom AI Technologies provides businesses with the tools to harness the power of artificial intelligence, transforming raw data into actionable insights. This capability allows organizations to make informed decisions, streamline operations, and maintain a competitive edge in their respective markets. By integrating AI-driven solutions, companies can improve productivity, reduce costs, and foster innovation, ultimately leading to sustained growth and success.

Who Is the Company Behind Fathom AI Technologies?

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