# Best Data Science and Machine Learning Platforms - Page 24

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

**Total Products under this Category:** 1,043

### Category Stats (Aug 2026)

- **Average Rating:** 4.46/5 (↑0.01 vs Jul 2026) The average rating of products in this category, based on all submitted ratings
- **Top Trending Product:** FalkorDB (+5.88%) - Among all products in this category, FalkorDB recorded the largest rating increase compared to last month

_Last updated: August 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
- 14,200+ Authentic Reviews
- 1,043+ 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](https://www.g2.com/categories/data-science-and-machine-learning-platforms/grids.png?focus%5B%5D=10470&focus%5B%5D=21469&focus%5B%5D=1327283&focus%5B%5D=67045&focus%5B%5D=10938&focus%5B%5D=1308796&focus%5B%5D=24457&focus%5B%5D=162504)

Highlighted products: Databricks, Gemini Enterprise Agent Platform, SAS Viya, Google Cloud AutoML, Snowflake, IBM watsonx.data, 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=snowflake&focus%5B%5D=ibm-watsonx-data&focus%5B%5D=matlab&focus%5B%5D=hex-tech-hex)

**Sponsored**

### Gemini Enterprise Agent Platform

Google Cloud's comprehensive platform for developers to build, scale, govern and optimize agents and models. It's a single destination for technical teams to build agents that can transform enterprise applications and workflows into powerful agentic systems.

[Visit website](https://www.g2.com/external_clickthroughs/record?secure%5Bad_program%5D=ppc&secure%5Bad_slot%5D=category_product_list_llm&secure%5Bcategory_id%5D=692&secure%5Bchosen_at%5D=2026-08-11T03%3A02%3A33Z&secure%5Bdisplayable_resource_id%5D=692&secure%5Bdisplayable_resource_type%5D=Category&secure%5Bmedium%5D=sponsored&secure%5Bplacement_reason%5D=page_category&secure%5Bplacement_resource_ids%5D%5B%5D=692&secure%5Bprioritized%5D=false&secure%5Bproduct_id%5D=21469&secure%5Bresource_id%5D=692&secure%5Bresource_type%5D=Category&secure%5Bsource_type%5D=category_page&secure%5Bsource_url%5D=https%3A%2F%2Fwww.g2.com%2Fcategories%2Fdata-science-and-machine-learning-platforms%3FhsCtaTracking%3De3fe859b-0d36-4cf8-85cf-2151a5747412%257C0a9149f6-4ddb-4dc0-a892-b48cdaf4aa2d%26page%3D24&secure%5Btoken%5D=a8986840ef46f3c8f5c4cc9c310f055bd22f2a2a6df6ea1afd02977d5cc99398&secure%5Burl%5D=https%3A%2F%2Fcloud.google.com%2Fproducts%2Fgemini-enterprise-agent-platform%3Futm_source%3DG2%26utm_medium%3Ddisplay%26utm_campaign%3DCloud-SS-DR-GCP-1713658-GCP-DR-NA-US-en-G2-Display-Banner-All-%2525epid%21-%2525ecid%21-geap%26utm_content%3D%257Bdevice%257D-%257Badgroupid%257D-%257Bnetwork%257D-%257Btargetid%257D-%257Bloc_physical_ms%257D-%257Bcampaignid%257D&secure%5Burl_type%5D=custom_url)

### [DataLens](https://www.g2.com/products/datalens/reviews)

DataLens is a 360° AI based data intelligence platform that leverages AI to analyze data from disparate sources and generate detailed reports with illustrative visualizations. The platform can analyze vast datasets instantly and provide insightful AI-assisted suggestions and actionable recommendations that could reveal potential revenue-generating opportunities and data blind spots. Unlike legacy data analytics platforms and manual data interpretation, which take a tremendous amount of time and manual effort, DataLens instantly analyzes the datasets and generates comprehensive reports without risking data loss or compromising on data quality. DataLens makes information retrieval seamless by helping users interact directly with their data and retrieve required data points as and when necessary, with prompts in natural language. DataLens ensures end-to-end data security and privacy at rest as the platform does not store data anywhere, and organizations or individuals can choose to delete their data in their own time. This best data intelligence platform also supports users sharing their data with others and assigning their access levels, making it the perfect data intelligence platform for teams of all sizes!

**Average Rating:** 5.0/5.0

**Total Reviews:** 1

#### Who Is the Company Behind DataLens?

- **Seller:** [Travancore Analytics](https://www.g2.com/sellers/travancore-analytics)
- **Year Founded:** 2007
- **HQ Location:** Tracy, US
- **LinkedIn® Page:** [www.linkedin.com](https://www.g2.com/external_clickthroughs/record?secure%5Bsource_type%5D=product_profile&secure%5Btoken%5D=23856baad1fb61560daae53d12a35c7a0465247d00d36fa0e5e426af931f79c1&secure%5Burl%5D=https%3A%2F%2Fwww.linkedin.com%2Fcompany%2Ftravancore-analytics&secure%5Burl_type%5D=linkedin_company_website)  
225 employees on LinkedIn®

#### Who Uses This Product?

- **Company Size:** 100% Small

#### What Are Recent G2 Reviews of DataLens?

**["Simple and Effective Tool for Data Visualization"](https://www.g2.com/survey_responses/datalens-review-13042913)**

**Rating:** 5.0/5.0 stars

_— Bnar K._

[Read full review](https://www.g2.com/survey_responses/datalens-review-13042913)

### [Datalimeai](https://www.g2.com/products/datalimeai/reviews)

Lime is an AI-powered data research assistant designed to streamline and enhance the data analysis process for professionals across various industries. By leveraging advanced artificial intelligence, Lime automates complex data research tasks, enabling users to focus on strategic decision-making and insights. Key Features and Functionality: - Automated Data Analysis: Lime processes large datasets efficiently, identifying patterns and trends without manual intervention. - Intelligent Insights: The assistant provides actionable recommendations based on data analysis, aiding in informed decision-making. - User-Friendly Interface: Designed with simplicity in mind, Lime offers an intuitive platform accessible to users with varying levels of technical expertise. - Customizable Reports: Users can generate tailored reports that highlight key findings relevant to their specific needs. Primary Value and Problem Solved: Lime addresses the challenge of time-consuming and complex data research by automating analytical processes. This allows professionals to allocate more time to strategic initiatives and reduces the potential for human error in data interpretation. By providing intelligent insights and customizable reports, Lime empowers users to make data-driven decisions with confidence and efficiency.

#### Who Is the Company Behind Datalimeai?

- **Seller:** [Lime ai](https://www.g2.com/sellers/lime-ai)
- **HQ Location:** N/A
- **LinkedIn® Page:** [www.linkedin.com](https://www.g2.com/external_clickthroughs/record?secure%5Bsource_type%5D=product_profile&secure%5Btoken%5D=7886df2ed926834e5eb248c77dcfa8e5c815d3ab1f0fe3132ced0dba45868834&secure%5Burl%5D=https%3A%2F%2Fwww.linkedin.com%2Fcompany%2FNo-Linkedin-Presence-Added-Intentionally-By-DataOps&secure%5Burl_type%5D=linkedin_company_website)  
1 employees on LinkedIn®

### [DataMool](https://www.g2.com/products/datamool/reviews)

DataMool is an open-source toolkit designed to simplify molecular processing and featurization workflows for machine learning scientists in drug discovery. Built on top of RDKit, it offers a Pythonic API that streamlines molecular data handling, enabling efficient and intuitive operations. Key Features and Functionality: - Intuitive API: Provides a user-friendly interface with sensible defaults, allowing users to perform common tasks such as molecule conversion, fingerprint generation, and standardization with minimal code. - Powerful Integration: Seamlessly integrates with RDKit, supporting various molecular operations, including conformer generation and molecular I/O across multiple formats like SDF, XLSX, and CSV. - Parallel Processing: Incorporates built-in parallelization to accelerate computational workflows, enhancing efficiency in large-scale molecular data processing. - Modern I/O Support: Facilitates reading and writing of multiple file formats, including SDF, XLSX, and CSV, with out-of-the-box support for cloud storage solutions. Primary Value and Problem Solved: DataMool addresses the complexity and inefficiency often encountered in molecular data processing within drug discovery. By providing a cohesive and efficient toolkit, it enables scientists to focus on model development and analysis rather than data wrangling, thereby accelerating the drug discovery pipeline.

#### Who Is the Company Behind DataMool?

- **Seller:** [DataMool](https://www.g2.com/sellers/datamool)
- **HQ Location:** N/A
- **LinkedIn® Page:** [www.linkedin.com](https://www.g2.com/external_clickthroughs/record?secure%5Bsource_type%5D=product_profile&secure%5Btoken%5D=7886df2ed926834e5eb248c77dcfa8e5c815d3ab1f0fe3132ced0dba45868834&secure%5Burl%5D=https%3A%2F%2Fwww.linkedin.com%2Fcompany%2FNo-Linkedin-Presence-Added-Intentionally-By-DataOps&secure%5Burl_type%5D=linkedin_company_website)  
1 employees on LinkedIn®

### [Datarango](https://www.g2.com/products/datarango/reviews)

Datarango is an innovative, gamified learning platform designed to make AI and data science education engaging and accessible. It offers interactive lessons and challenges that adapt to individual skill levels, enabling users to grasp complex concepts effortlessly. With a focus on real-world applications, Datarango empowers learners to build practical AI solutions without prior coding experience. Key Features and Functionality: - Playful Learning: Embark on a journey through data analytics and AI within a business context, featuring interactive problem-solving and engaging learning paths tailored to your preferred industry. - Industry-Focused Learning: Choose from industries like finance, marketing, or supply chain to dive into customized AI challenges and solutions relevant to your field. - Interactive Problem-Solving: Tackle practical business problems using Datarango's integrated IDE, where each solution unlocks new levels of knowledge and expertise. - Expert Mentorship: Engage with industry experts who provide guidance, answer questions, and challenge you to advance your AI skills with industry-relevant problems. - Gamified Rewards: Earn coins and badges for solving problems, completing learning paths, and active participation, showcasing your achievements and progress. - Continuous Improvement: Stay ahead with regular competitions, updated content, and personalized recommendations based on your learning journey. - Showcase Your Project: Display your badges of success to recruiters and employers, earning industry-relevant certificates accredited by Continuing Professional Development. Primary Value and User Solutions: Datarango addresses the growing demand for AI and data science skills by providing an engaging, industry-relevant learning experience. It simplifies complex concepts through interactive, gamified lessons, making AI education accessible to learners of all backgrounds. By offering tailored learning paths and real-world problem-solving opportunities, Datarango equips users with practical skills applicable in various industries. The platform's mentorship and reward systems further motivate learners, ensuring continuous growth and recognition in their AI journey.

#### Who Is the Company Behind Datarango?

- **Seller:** [Datarango](https://www.g2.com/sellers/datarango)
- **Year Founded:** 2024
- **HQ Location:** N/A
- **LinkedIn® Page:** [www.linkedin.com](https://www.g2.com/external_clickthroughs/record?secure%5Bsource_type%5D=product_profile&secure%5Btoken%5D=bc324b92c3d2b673fa54373b6e63e095c5c8044216a609828c9c399bf5c7dcb6&secure%5Burl%5D=https%3A%2F%2Fwww.linkedin.com%2Fcompany%2Fdata-rango%2F&secure%5Burl_type%5D=linkedin_company_website)  
2 employees on LinkedIn®

### [Dataspot](https://www.g2.com/products/dataspot/reviews)

Dataspot is an AI-powered data analytics platform designed to streamline data management and enhance decision-making processes for businesses. By integrating advanced machine learning algorithms, Dataspot enables users to efficiently analyze large datasets, uncover actionable insights, and drive strategic initiatives. Key Features and Functionality: - Automated Data Processing: Simplifies data cleaning, transformation, and integration, reducing manual effort and minimizing errors. - Advanced Analytics: Offers predictive modeling, trend analysis, and anomaly detection to identify patterns and forecast outcomes. - Customizable Dashboards: Provides interactive visualizations and reports tailored to specific business needs, facilitating intuitive data interpretation. - Scalability: Handles large volumes of data efficiently, accommodating the growth of businesses and their data requirements. - Security and Compliance: Ensures data privacy and adheres to industry standards, safeguarding sensitive information. Primary Value and User Solutions: Dataspot empowers organizations to make data-driven decisions by providing a comprehensive suite of tools for data analysis and visualization. It addresses common challenges such as data silos, complex data processing, and the need for real-time insights. By automating routine tasks and offering advanced analytical capabilities, Dataspot enhances operational efficiency, reduces time-to-insight, and supports strategic planning. This enables businesses to respond swiftly to market changes, optimize performance, and maintain a competitive edge.

#### Who Is the Company Behind Dataspot?

- **Seller:** [Dataspot](https://www.g2.com/sellers/dataspot)
- **HQ Location:** N/A
- **LinkedIn® Page:** [www.linkedin.com](https://www.g2.com/external_clickthroughs/record?secure%5Bsource_type%5D=product_profile&secure%5Btoken%5D=7886df2ed926834e5eb248c77dcfa8e5c815d3ab1f0fe3132ced0dba45868834&secure%5Burl%5D=https%3A%2F%2Fwww.linkedin.com%2Fcompany%2FNo-Linkedin-Presence-Added-Intentionally-By-DataOps&secure%5Burl_type%5D=linkedin_company_website)  
1 employees on LinkedIn®

### [DataSqueeze](https://www.g2.com/products/datasqueeze/reviews)

DataSqueeze helps companies with data science and custom AI software development. Predictive analytics, NLP, and computer vision: we help businesses innovate, better understand their customers, and improve efficiency.

#### Who Is the Company Behind DataSqueeze?

- **Seller:** [DataSqueeze](https://www.g2.com/sellers/datasqueeze)
- **HQ Location:** N/A
- **LinkedIn® Page:** [www.linkedin.com](https://www.g2.com/external_clickthroughs/record?secure%5Bsource_type%5D=product_profile&secure%5Btoken%5D=afc6f63fe28c64c374698e10854e1e87b55b065c047e48faed5deaf178a704e2&secure%5Burl%5D=https%3A%2F%2Fwww.linkedin.com%2Fcompany%2FDataSqueeze%2F&secure%5Burl_type%5D=linkedin_company_website)  
2 employees on LinkedIn®

### [DataStride AI](https://www.g2.com/products/datastride-ai/reviews)

DataStride AI is an advanced data analytics platform designed to empower businesses with actionable insights through the integration of artificial intelligence and machine learning technologies. By automating data processing and analysis, DataStride AI enables organizations to make informed decisions, optimize operations, and drive growth. Key Features and Functionality: - Automated Data Processing: Streamlines the collection, cleaning, and transformation of data from various sources, reducing manual effort and minimizing errors. - Predictive Analytics: Utilizes machine learning algorithms to forecast trends and outcomes, aiding in proactive decision-making. - Customizable Dashboards: Offers interactive and user-friendly dashboards that can be tailored to display key performance indicators and metrics relevant to the business. - Real-Time Insights: Provides up-to-date analytics, allowing businesses to respond swiftly to changing conditions and opportunities. - Scalability: Adapts to the growing data needs of organizations, ensuring consistent performance as data volumes increase. Primary Value and Solutions Provided: DataStride AI addresses the challenge of managing and interpreting large datasets by automating complex analytical processes. This empowers businesses to uncover hidden patterns, predict future trends, and make data-driven decisions with confidence. By reducing the reliance on manual data analysis, organizations can allocate resources more efficiently, enhance operational efficiency, and gain a competitive edge in their respective markets.

#### Who Is the Company Behind DataStride AI?

- **Seller:** [DataStride AI](https://www.g2.com/sellers/datastride-ai)
- **Year Founded:** 2022
- **HQ Location:** Bengaluru Central, IN
- **LinkedIn® Page:** [www.linkedin.com](https://www.g2.com/external_clickthroughs/record?secure%5Bsource_type%5D=product_profile&secure%5Btoken%5D=4f34b281995f56a4951f8683ba7333f80744c79f1faf3d5ddff597edb19efa84&secure%5Burl%5D=https%3A%2F%2Fwww.linkedin.com%2Fcompany%2Fdata-stride-analytics-pvt-ltd&secure%5Burl_type%5D=linkedin_company_website)  
24 employees on LinkedIn®

### [Datatera](https://www.g2.com/products/datatera/reviews)

Datatera.ai is an innovative platform designed to enhance data communication and management for individuals and teams across various industries. By offering a suite of tools and integrations, Datatera.ai simplifies the process of data collection, analysis, and sharing, enabling users to achieve their goals more efficiently. The platform emphasizes ethical data usage, transparency, and user control, ensuring compliance with regulations such as CCPA, CDPA, and GDPR. Key Features and Functionality: - Enterprise Integrations: Datatera.ai provides 474 integrations, allowing users to upload data to various applications and databases seamlessly, eliminating the need to navigate complex API documentation or troubleshoot errors. - Pre-Built Templates: The platform offers a range of customizable templates for common data tasks, such as scraping investor lists, extracting company profiles from LinkedIn, and gathering detailed product descriptions from online stores. - AI Data Analyst Agent: Datatera.ai is developing an AI-powered data analyst agent available 24/7, designed to assist users in analyzing and interpreting data more effectively. Primary Value and User Solutions: Datatera.ai addresses the challenges of data management by providing a user-friendly platform that integrates seamlessly with existing tools and workflows. By focusing on ethical data usage and user control, it ensures that data handling complies with relevant regulations, giving users peace of mind. The platform's extensive integrations and templates streamline data-related tasks, reducing the time and effort required for data collection and analysis. Additionally, the forthcoming AI data analyst agent promises to further enhance users' ability to derive insights from their data, ultimately supporting better decision-making and goal achievement.

#### Who Is the Company Behind Datatera?

- **Seller:** [Datatera.ai](https://www.g2.com/sellers/datatera-ai)
- **Year Founded:** 2023
- **HQ Location:** San Francisco , US
- **LinkedIn® Page:** [www.linkedin.com](https://www.g2.com/external_clickthroughs/record?secure%5Bsource_type%5D=product_profile&secure%5Btoken%5D=6d532c1b31b6ab6c89c706fd8d851e5612aaef208b1820ec59c58f9741c175f1&secure%5Burl%5D=https%3A%2F%2Fwww.linkedin.com%2Fcompany%2Fdatatera-ai%2F&secure%5Burl_type%5D=linkedin_company_website)  
3 employees on LinkedIn®

### [DataToInsights](https://www.g2.com/products/datatoinsights/reviews)

DataToInsights is an advanced analytics platform designed to transform raw data into actionable insights, empowering businesses to make informed decisions. By leveraging cutting-edge machine learning algorithms and intuitive data visualization tools, it simplifies complex data analysis processes, enabling users to uncover patterns, trends, and correlations within their datasets. Key Features and Functionality: - Data Integration: Seamlessly connects with various data sources, including databases, cloud storage, and APIs, ensuring comprehensive data aggregation. - Advanced Analytics: Utilizes machine learning models to perform predictive analytics, anomaly detection, and trend analysis, providing deeper understanding of data. - Interactive Dashboards: Offers customizable dashboards with interactive charts and graphs, allowing users to visualize data in real-time and gain immediate insights. - Automated Reporting: Generates detailed reports automatically, reducing manual effort and ensuring timely dissemination of information. - Collaboration Tools: Facilitates team collaboration by enabling sharing of insights, annotations, and reports within the platform. Primary Value and User Solutions: DataToInsights addresses the challenge of data overload by providing a streamlined platform that converts complex datasets into clear, actionable insights. It empowers organizations to make data-driven decisions, optimize operations, and identify new opportunities. By automating data analysis and reporting, it reduces the time and resources required for manual data processing, allowing teams to focus on strategic initiatives.

#### Who Is the Company Behind DataToInsights?

- **Seller:** [DataToInsights](https://www.g2.com/sellers/datatoinsights)
- **Year Founded:** 2024
- **HQ Location:** N/A
- **LinkedIn® Page:** [www.linkedin.com](https://www.g2.com/external_clickthroughs/record?secure%5Bsource_type%5D=product_profile&secure%5Btoken%5D=8cc2b3583b4d07d5deedfc3c115b2958e17a6919375a8712efcfe6fe7e812bd6&secure%5Burl%5D=https%3A%2F%2Fwww.linkedin.com%2Fcompany%2Fdata-to-insights-ai&secure%5Burl_type%5D=linkedin_company_website)  
13 employees on LinkedIn®

### [Datawizz.ai](https://www.g2.com/products/datawizz-ai/reviews)

Datawizz.ai is a software development firm offering a cutting edge GenAI data revolution platform.

#### Who Is the Company Behind Datawizz.ai?

- **Seller:** [Datawizz.ai](https://www.g2.com/sellers/datawizz-ai)
- **HQ Location:** N/A
- **LinkedIn® Page:** [www.linkedin.com](https://www.g2.com/external_clickthroughs/record?secure%5Bsource_type%5D=product_profile&secure%5Btoken%5D=8e8aa9b372ea779c2542fa34ab1cc64a1e5aebf66af0068e5d70996192847b0e&secure%5Burl%5D=https%3A%2F%2Fwww.linkedin.com%2Fcompany%2Fdatawizzai&secure%5Burl_type%5D=linkedin_company_website)  
5 employees on LinkedIn®

### [Datayaki](https://www.g2.com/products/datayaki/reviews)

Datayaki is a data analytics platform designed to empower businesses by transforming raw data into actionable insights. It offers a suite of tools that facilitate data integration, visualization, and analysis, enabling organizations to make informed decisions based on comprehensive data assessments. Key Features and Functionality: - Data Integration: Seamlessly combines data from multiple sources, ensuring a unified view for analysis. - Advanced Analytics: Utilizes machine learning algorithms to uncover patterns and trends within datasets. - Interactive Dashboards: Provides customizable dashboards for real-time data visualization and reporting. - Collaboration Tools: Facilitates team collaboration through shared reports and insights. - Scalability: Adapts to varying data volumes, catering to both small businesses and large enterprises. Primary Value and User Solutions: Datayaki addresses the challenge of data fragmentation by offering a centralized platform for data analysis. It enables users to derive meaningful insights from complex datasets, enhancing decision-making processes. By streamlining data workflows and providing intuitive visualization tools, Datayaki helps organizations improve operational efficiency and gain a competitive edge in their respective industries.

#### Who Is the Company Behind Datayaki?

- **Seller:** [Datayaki](https://www.g2.com/sellers/datayaki)
- **HQ Location:** N/A
- **LinkedIn® Page:** [www.linkedin.com](https://www.g2.com/external_clickthroughs/record?secure%5Bsource_type%5D=product_profile&secure%5Btoken%5D=7886df2ed926834e5eb248c77dcfa8e5c815d3ab1f0fe3132ced0dba45868834&secure%5Burl%5D=https%3A%2F%2Fwww.linkedin.com%2Fcompany%2FNo-Linkedin-Presence-Added-Intentionally-By-DataOps&secure%5Burl_type%5D=linkedin_company_website)  
1 employees on LinkedIn®

### [Dateno](https://www.g2.com/products/dateno/reviews)

Dateno is a comprehensive data analysis platform designed to empower businesses and individuals by transforming raw data into actionable insights. It offers a suite of tools that facilitate data visualization, statistical analysis, and predictive modeling, enabling users to make informed decisions based on their data. Key Features and Functionality: - Data Visualization: Create interactive charts and graphs to represent complex datasets clearly. - Statistical Analysis: Perform in-depth statistical tests to uncover patterns and correlations. - Predictive Modeling: Utilize machine learning algorithms to forecast trends and outcomes. - Data Integration: Seamlessly import data from various sources for comprehensive analysis. - User-Friendly Interface: Navigate through features with an intuitive and accessible design. Primary Value and Solutions Provided: Dateno addresses the challenge of interpreting vast amounts of data by offering tools that simplify analysis and visualization. It enables users to identify trends, make data-driven decisions, and predict future outcomes, thereby enhancing operational efficiency and strategic planning. By providing an accessible platform for complex data analysis, Dateno empowers users to unlock the full potential of their data.

#### Who Is the Company Behind Dateno?

- **Seller:** [Dateno](https://www.g2.com/sellers/dateno)
- **HQ Location:** N/A
- **LinkedIn® Page:** [www.linkedin.com](https://www.g2.com/external_clickthroughs/record?secure%5Bsource_type%5D=product_profile&secure%5Btoken%5D=7886df2ed926834e5eb248c77dcfa8e5c815d3ab1f0fe3132ced0dba45868834&secure%5Burl%5D=https%3A%2F%2Fwww.linkedin.com%2Fcompany%2FNo-Linkedin-Presence-Added-Intentionally-By-DataOps&secure%5Burl_type%5D=linkedin_company_website)  
1 employees on LinkedIn®

### [Datlo](https://www.g2.com/products/datlo/reviews)

Datlo is a cloud-based location intelligence platform designed to simplify market analysis, customer discovery, and expansion planning for businesses. By integrating diverse datasets—including company registrations, economic indicators, demographic profiles, and real estate information—Datlo provides an intuitive interface that transforms complex geographic and commercial data into actionable insights. This empowers B2B sales and marketing teams to identify new customers, optimize territory management, and plan strategic expansions efficiently. Key Features and Functionality: - Map Builder: Enables the creation and customization of maps, analysis of geolocated data, and effective territory management. - Lead Recommendation AI: Utilizes artificial intelligence to recommend high-potential leads based on a company's existing customer portfolio. - Expansion AI: Suggests optimal new locations for business expansion by analyzing the performance of current units. - Audience Segmentation: Enhances paid media campaigns by providing efficient audience segmentation, leading to lower conversion costs and improved targeting. Primary Value and Solutions Provided: Datlo addresses the challenges businesses face in market analysis and expansion by offering a comprehensive suite of tools that leverage geolocated data. The platform enables companies to: - Identify Market Opportunities: By analyzing market coverage and potential, businesses can discover new points of sale and strategic distributors. - Optimize Distribution Strategies: Datlo's insights allow for the refinement of distribution logistics, ensuring products reach the right markets efficiently. - Enhance Go-To-Market Operations: With data-driven strategies, companies can plan expansions and marketing campaigns with greater precision, reducing risks and increasing success rates. By transforming complex data into clear, actionable insights, Datlo empowers businesses to make informed decisions, streamline operations, and drive growth.

#### Who Is the Company Behind Datlo?

- **Seller:** [Datlo](https://www.g2.com/sellers/datlo)
- **Year Founded:** 2019
- **HQ Location:** Maringá, BR
- **LinkedIn® Page:** [www.linkedin.com](https://www.g2.com/external_clickthroughs/record?secure%5Bsource_type%5D=product_profile&secure%5Btoken%5D=3a79f9e2e87a4ca37a7ca8c9e14a68a14a6346098e501048b2056d1e9a65fa20&secure%5Burl%5D=https%3A%2F%2Fwww.linkedin.com%2Fcompany%2Fwearedatlo&secure%5Burl_type%5D=linkedin_company_website)  
9,253 employees on LinkedIn®

### [DatologyAI](https://www.g2.com/products/datologyai/reviews)

AI models are what they eat. Optimize training efficiency, maximize performance, and reduce compute costs with our expert curation.

#### Who Is the Company Behind DatologyAI?

- **Seller:** [DatologyAI](https://www.g2.com/sellers/datologyai)
- **Year Founded:** 2023
- **HQ Location:** Redwood City, US
- **LinkedIn® Page:** [www.linkedin.com](https://www.g2.com/external_clickthroughs/record?secure%5Bsource_type%5D=product_profile&secure%5Btoken%5D=4b26d596008bf067575f38d25e31ac18b3e295fb933ea5273be6efd63108cc0d&secure%5Burl%5D=https%3A%2F%2Fwww.linkedin.com%2Fcompany%2Fdatologyai%2F&secure%5Burl_type%5D=linkedin_company_website)  
35 employees on LinkedIn®

### [Datonaut](https://www.g2.com/products/datonaut/reviews)

Datonaut is a comprehensive data management platform designed to streamline the collection, analysis, and visualization of complex datasets. It empowers organizations to make data-driven decisions by providing intuitive tools for data integration, transformation, and reporting. With Datonaut, users can efficiently manage their data pipelines, ensuring accuracy and consistency across various data sources. Key Features and Functionality: - Data Integration: Seamlessly connect and consolidate data from multiple sources, including databases, cloud services, and APIs. - Data Transformation: Utilize a suite of tools to clean, normalize, and enrich data, preparing it for analysis. - Visualization: Create interactive dashboards and reports to gain insights and share findings with stakeholders. - Collaboration: Facilitate teamwork with shared workspaces and version control for data projects. - Security: Ensure data privacy and compliance with robust security measures and access controls. Primary Value and Solutions: Datonaut addresses the challenges of managing disparate data sources by providing a unified platform that simplifies data workflows. It enables users to transform raw data into actionable insights, reducing the time and effort required for data preparation and analysis. By enhancing data quality and accessibility, Datonaut helps organizations improve operational efficiency, make informed decisions, and drive business growth.

#### Who Is the Company Behind Datonaut?

- **Seller:** [Datonaut](https://www.g2.com/sellers/datonaut)
- **HQ Location:** N/A
- **LinkedIn® Page:** [www.linkedin.com](https://www.g2.com/external_clickthroughs/record?secure%5Bsource_type%5D=product_profile&secure%5Btoken%5D=7886df2ed926834e5eb248c77dcfa8e5c815d3ab1f0fe3132ced0dba45868834&secure%5Burl%5D=https%3A%2F%2Fwww.linkedin.com%2Fcompany%2FNo-Linkedin-Presence-Added-Intentionally-By-DataOps&secure%5Burl_type%5D=linkedin_company_website)  
1 employees on LinkedIn®

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[Browse Data Science and Machine Learning Platforms Themes](/categories/data-science-and-machine-learning-platforms/themes)

 ![Bijou Barry](/assets/transparent-ad5be28fbcd25b7b08d2cebe1d957125437fb5407d75ee717965ad22c8808791.gif "Bijou Barry")
BB

Researched and written by [Bijou Barry](https://research.g2.com/insights/author/bijou-barry)

Updated April 22, 2026

Data science and machine learning (DSML) platforms provide tools to build, deploy, and monitor machine learning (ML) algorithms by combining data with intelligent, decision-making models to support business solutions. These platforms may offer prebuilt algorithms and visual workflows for nontechnical users or require more advanced development skills for complex model creation.

Core capabilities of data science and machine learning (DSML) software

To qualify for inclusion in the Data Science and Machine Learning (DSML) Platforms category, a product must:

- Present a way for developers to connect data to algorithms so they can learn and adapt
- Allow users to create ML algorithms and offer prebuilt algorithms for novice users
- Provide a platform for deploying AI at scale

How DSML software differs from other tools

DSML platforms differ from traditional platform-as-a-service (PaaS) offerings by providing ML–specific functionality, such as prebuilt algorithms, model training workflows, and automated features that reduce the need for extensive data science expertise.

Insights from G2 Reviews on DSML software

According to G2 review data, users highlight the value of streamlined model development, ease of deployment, and options that support both nontechnical and advanced practitioners through visual interfaces or coding-based workflows.

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