List of the Top 12 Data Science Software for Tableau in 2025

Qloo, known as the "Cultural AI," excels in interpreting and predicting global consumer preferences. This privacy-centric API offers insights into worldwide consumer trends, boasting a catalog of hundreds of millions of cultural entities. By leveraging a profound understanding of consumer behavior, our API delivers personalized insights and contextualized recommendations. We tap into a diverse dataset encompassing over 575 million individuals, locations, and objects. Our innovative technology enables users to look beyond mere trends, uncovering the intricate connections that shape individual tastes in their cultural environments. The extensive library includes a wide array of entities, such as brands, music, film, fashion, and notable figures. Results are generated in mere milliseconds and can be adjusted based on factors like regional influences and current popularity. This service is ideal for companies aiming to elevate their customer experience with superior data. Additionally, our premier recommendation API tailors results by analyzing demographics, preferences, cultural entities, geolocation, and relevant metadata to ensure accuracy and relevance.

Composable serves as a robust DataOps platform tailored for enterprises, empowering business users to develop data-centric products and formulate data intelligence solutions. This platform enables the creation of data-driven offerings that utilize a variety of data sources, including live streams and event data, irrespective of their format or structure. With its intuitive and user-friendly visual editor for dataflows, Composable also features built-in services to streamline data engineering tasks, in addition to a composable architecture that promotes both abstraction and integration of diverse analytical or software methodologies. As a result, it stands out as the premier integrated development environment for the exploration, management, transformation, and analysis of enterprise-level data. Moreover, its versatility ensures that teams can adapt quickly to changing data needs and leverage insights effectively.

Dash and Dash Enterprise empower users to create and distribute analytic web applications utilizing Python, R, or Julia, eliminating the need for JavaScript or DevOps expertise. Leading companies worldwide leverage AI, machine learning, and Python analytics, achieving remarkable results at a significantly lower expense compared to traditional full-stack development. Dash serves as their solution. Applications and dashboards capable of executing sophisticated analyses, including natural language processing, forecasting, and computer vision, can be efficiently delivered. You have the flexibility to work in Python, R, or Julia, and by transitioning from outdated per-seat license software to Dash Enterprise's unlimited end-user pricing model, you can significantly cut costs. Dash enables rapid deployment and updates of applications without requiring a dedicated IT or DevOps team. Furthermore, you can design visually stunning web apps and dashboards without any need for CSS coding. Kubernetes simplifies scaling processes, and the platform also ensures high availability for essential Python applications, making it an ideal choice for businesses looking to enhance their analytical capabilities. Overall, Dash and Dash Enterprise revolutionize the way organizations approach analytics and application development.

Dataiku is an advanced platform designed for data science and machine learning that empowers teams to build, deploy, and manage AI and analytics projects on a significant scale. It fosters collaboration among a wide array of users, including data scientists and business analysts, enabling them to collaboratively develop data pipelines, create machine learning models, and prepare data using both visual tools and coding options. By supporting the complete AI lifecycle, Dataiku offers vital resources for data preparation, model training, deployment, and continuous project monitoring. The platform also features integrations that bolster its functionality, including generative AI, which facilitates innovation and the implementation of AI solutions across different industries. As a result, Dataiku stands out as an essential resource for teams aiming to effectively leverage the capabilities of AI in their operations and decision-making processes. Its versatility and comprehensive suite of tools make it an ideal choice for organizations seeking to enhance their analytical capabilities.

RapidMiner is transforming the landscape of enterprise AI, enabling individuals to influence the future in meaningful ways. The platform equips data enthusiasts across various skill levels to swiftly design and deploy AI solutions that yield immediate benefits for businesses. By integrating data preparation, machine learning, and model operations, it offers a user-friendly experience that caters to both data scientists and non-experts alike. With our Center of Excellence methodology and RapidMiner Academy, we ensure that all customers, regardless of their experience or available resources, can achieve success in their AI endeavors. This commitment to accessibility and effectiveness makes RapidMiner a leader in empowering organizations to harness the power of AI effectively.

The Alteryx AI Platform is set to usher in a revolutionary era of analytics. By leveraging automated data preparation, AI-driven analytics, and accessible machine learning combined with built-in governance, your organization can thrive in a data-centric environment. This marks the beginning of a new chapter in data-driven decision-making for all users, teams, and processes involved. Equip your team with a user-friendly experience that makes it simple for everyone to develop analytical solutions that enhance both productivity and efficiency. Foster a culture of analytics by utilizing a comprehensive cloud analytics platform that enables the transformation of data into actionable insights through self-service data preparation, machine learning, and AI-generated findings. Implementing top-tier security standards and certifications is essential for mitigating risks and safeguarding your data. Furthermore, the use of open API standards facilitates seamless integration with your data sources and applications. This interconnectedness enhances collaboration and drives innovation within your organization.

Embark on a comprehensive journey of crafting machine learning algorithms and predicting outcomes with remarkable ease in just one click. It's important to recognize that not every dataset is ideal for machine learning applications; utilize the Data Dialog to seamlessly enhance your data without the need for tedious file edits. Share your prediction reports effortlessly with your team or opt for public access, enabling anyone to interact with your model and produce their own forecasts. Through our intuitive low-code API, you can incorporate dynamic ML predictions directly into your applications. Evaluate important metrics such as willingness to pay, assess potential leads, and conduct various analyses in real-time. Obviously AI provides cutting-edge algorithms while ensuring high performance throughout the process. Accurately project revenue, optimize supply chain management, and customize marketing strategies according to specific consumer needs. With a simple CSV upload or a swift integration with your preferred data sources, you can easily choose your prediction column from a user-friendly dropdown and observe as the AI is automatically built for you. Furthermore, benefit from beautifully designed visual representations of predicted results, pinpoint key influencers, and delve into "what-if" scenarios to gain insights into possible future outcomes. This revolutionary approach not only enhances your data interaction but also elevates the standard for predictive analytics in your organization.

AI Cloud embodies a cutting-edge approach aimed at addressing the contemporary needs, obstacles, and opportunities presented by artificial intelligence. This all-encompassing platform serves as a unified repository of information, accelerating the journey of implementing AI solutions across organizations of varying scales. Participants enjoy a synergistic environment that is specifically designed for continual improvements throughout every phase of the AI lifecycle. The AI Catalog streamlines the tasks of finding, sharing, labeling, and repurposing data, which not only speeds up deployment but also promotes collaboration among users. This catalog guarantees that individuals can readily access pertinent data to tackle business challenges while upholding rigorous standards of security, compliance, and uniformity. If your database is governed by a network policy that limits access to certain IP addresses, it is advisable to contact Support to acquire a list of IPs that should be whitelisted to facilitate seamless operations. Moreover, utilizing AI Cloud can greatly enhance your organization's capacity for innovation and agility in an ever-changing technological environment, enabling it to stay ahead of the curve. Embracing these capabilities can ultimately lead to more efficient processes and improved outcomes in various business endeavors.

Elevate your scientific research capabilities and empower your R&D team with a centralized cloud-based data solution. The Tetra R&D Data Cloud integrates a uniquely cloud-native platform tailored for global pharmaceutical companies with an extensive and rapidly expanding network of Life Sciences integrations, alongside a wealth of industry knowledge, to deliver a powerful tool for maximizing your essential resource: R&D data. This comprehensive platform manages the full spectrum of your R&D data lifecycle, enhancing processes from initial acquisition through harmonization, engineering, and analysis, while ensuring native compatibility with the latest data science technologies. It embraces a vendor-neutral strategy, featuring established integrations that facilitate effortless connections to various instruments, analytics and informatics software, and ELN/LIMS and CRO/CDMOs. By merging data acquisition, management, harmonization, integration/engineering, and data science functionalities into a single, unified platform, it alleviates the intricacies associated with R&D operations. This integrated approach not only refines workflows but also paves the way for groundbreaking innovations and discoveries, significantly enhancing the potential for scientific advancement in the industry.

Amadea technology leverages the fastest real-time calculation and modeling engine currently available, allowing for the swift creation, deployment, and automation of analytics projects on a cohesive platform. Ensuring high data quality is crucial for the success of any analytical initiative, and with the leading ISoft real-time calculation engine, Amadea empowers organizations to manage and utilize extensive and complex datasets instantly, regardless of their size. Acknowledging that successful analytical projects necessitate the active engagement of business users at every stage, ISoft was developed with this understanding at the forefront. Amadea features a user-friendly no-code interface that encourages involvement from all project stakeholders. The unmatched speed of Amadea's real-time calculation engine allows for the concurrent specification, prototyping, and development of data applications, optimizing overall efficiency. With the impressive ability to process up to 10 million lines per second per core for standard calculations, Amadea emerges as a formidable solution for data-driven organizations, ensuring that valuable insights can be accessed quickly and effectively. As a result, this cutting-edge technology not only enhances decision-making capabilities but also positions businesses to excel in a world increasingly dominated by data.

Unlock the potential of cutting-edge computing technology right at your fingertips. Thanks to advanced parallel processing and innovative algorithms, there's no reason to delay any further. Designed with data scientists in mind, particularly within the business sector, this comprehensive time-series platform offers unparalleled computing speed. Shapelets provides a robust array of analytical features, such as causality analysis, discord detection, motif discovery, forecasting, and clustering, among others. Users can also execute, enhance, and integrate their own algorithms within the Shapelets platform, fully harnessing the power of Big Data analytics. It seamlessly connects with various data collection and storage systems, ensuring compatibility with MS Office and other visualization applications, which simplifies the sharing of insights without requiring deep technical expertise. The user-friendly interface works in tandem with the server to deliver interactive visualizations, enabling you to effectively utilize your metadata and exhibit it through diverse modern graphical formats. Moreover, Shapelets empowers professionals in the oil, gas, and energy industries to perform real-time analyses of their operational data, thus improving decision-making processes and operational effectiveness. By leveraging Shapelets, you can turn intricate data into strategic insights that drive success and innovation in your field. This platform not only streamlines data analysis but also fosters a collaborative environment for teams to thrive.

Presenting MinusX, a Chrome extension specifically crafted to enhance the efficiency of your analytics applications, offering the fastest avenue for extracting meaningful insights from your data. Users can effortlessly modify or improve their existing notebooks through integration with MinusX, allowing for targeted queries and data adjustments with ease. This tool is compatible with well-known analytics platforms including Jupyter Notebooks, Metabase, Tableau, and others, facilitating real-time analysis generation and seamless outcome sharing with your team. Our robust privacy controls guarantee that shared data is used exclusively to refine our models, adhering to a strict policy of data confidentiality and non-sharing with third parties. The fluid integration of MinusX into your established tools allows you to maintain your workflow while addressing analytical questions. Actionable items are treated as priority entities, enabling MinusX to determine the most suitable course of action based on the context. Currently, we support models such as Claude Sonnet 3.5, GPT-4o, and GPT-4o mini, with ongoing development of a feature that will let you integrate your own models for enhanced personalization. This flexibility ensures that MinusX can address a diverse array of analytical requirements and user preferences while continuing to evolve with the needs of its users. By utilizing MinusX, you empower your analytics capabilities like never before.