Page 2 - Top Data Science and Machine Learning Platforms - Cocos (Keeling) Islands
Data Science and Machine Learning Platforms are essential tools for developers seeking to leverage machine learning capabilities in their projects. These platforms facilitate the building, deployment, and monitoring of machine learning algorithms, empowering developers to create effective business solutions. They integrate intelligent algorithms with data, enabling users to connect data seamlessly and develop algorithms tailored to their needs. These platforms offer a spectrum of features catering to users with varying levels of expertise. Some provide prebuilt algorithms and intuitive workflows with features like drag-and-drop modeling and visual interfaces, making them accessible to users with limited technical backgrounds. Others require more advanced development and coding skills but offer greater flexibility and customization options. The functionalities of these algorithms span a wide range, including image recognition, natural language processing, voice recognition, recommendation systems, and other machine learning capabilities. This versatility enables developers to address diverse use cases and business needs. One of the key advantages of Data Science and Machine Learning Platforms is their ability to democratize machine learning, allowing users without extensive data science skills to harness the power of AI. These platforms operate akin to platforms as a service (PaaS) but with specialized machine learning capabilities, offering users the opportunity to develop and deploy AI solutions without needing to build everything from scratch. To be categorized as a Data Science and Machine Learning Platform, a product must meet specific criteria: * Data Connectivity: The platform should provide developers with mechanisms to connect data to machine learning algorithms, facilitating the learning and adaptation process. * Algorithm Creation: Users should be able to create their own machine learning algorithms within the platform. Additionally, the platform may offer prebuilt algorithms for novice users or for common use cases. * Deployment Scalability: The platform should offer capabilities for deploying AI solutions at scale, enabling users to implement their models in production environments efficiently. By meeting these criteria, Data Science and Machine Learning Platforms empower developers to harness the potential of machine learning and AI in their projects, regardless of their level of expertise.
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DagsHub
dagshub.com
DAGsHub is where people create data science projects. Use DAGsHub to discover, reproduce and contribute to your favorite data science projects. Leverage popular open source tools to version datasets & models, track experiments, label data, and visualize results
Box
box.com
Box, Inc. (formerly Box.net), is an American internet company based in Redwood City, California. The company focuses on cloud content management and file sharing service for businesses. Official clients and apps are available for Windows, macOS, and several mobile platforms. Box was founded in 2005. Box makes it easy for businesses to collaborate, share and manage content online.
Altair One
altairone.com
Altair One™ offers dynamic, collaborative access to simulation and data analytics technology and scalable HPC and cloud resources, all in one place.
Kleene
kleene.ai
Enable your business’s decision-makers to make better, faster decisions with AI recommendations built on reliable, cross-departmental data. Kleene is the only end-to-end platform that organises all your data. Get competitive advantage and data-driven business growth fast, with Kleene’s Decision Intelligence Platform.
BigML
bigml.com
BigML offers a highly scalable, cloud-based Machine Learning service that is easy to use, seamless to integrate, and instantly actionable. Now everyone can implement data-driven decision making in their applications. BigML works with small and big data. Machine Learning can be used to analyze and predict: * customer behavior, to increase customer loyalty * site visit behavior, to increase site conversion * diagnostics, to support health care, hardware maintenance, and many other areas * risk profiles, to process loan applications * stock levels, to optimize the supply of goods * and many, many other applications, where finding patterns in data creates new insights and using those patterns to predict creates new value. BigML's service is simple to use. You don't have to be an expert to benefit from Machine Learning technology. Just upload your data and start exploring.
Red Hat
redhat.com
Red Hat is the world’s leading provider of enterprise open source solutions, using a community-powered approach to deliver high-performing Linux, hybrid cloud, edge, and Kubernetes technologies.
RapidCanvas
rapidcanvas.ai
RapidCanvas is the AI platform for business users. With RapidCanvas, organizations can develop bespoke high-performance, production-grade AI solutions 10x faster, all without the need for specialized data science knowledge or coding expertise, or any investments in professional services. Leveraging cutting-edge AutoAI technology, RapidCanvas effortlessly navigates users through an automated journey from raw data to explainable and actionable predictions. RapidCanvas works with industry leaders in manufacturing, direct-to-consumer, real estate, and financial services, empowering them to unlock the full potential of AI.
TensorFlow
tensorflow.org
TensorFlow is a free and open-source software library for machine learning and artificial intelligence. It can be used across a range of tasks but has a particular focus on training and inference of deep neural networks. It was developed by the Google Brain team for Google's internal use in research and production.
SAS
sas.com
Get more done with faster, more productive AI and analytics from the most trusted analytics partner on the planet. Produce answers as fast as the world produces data with SAS. With over forty years of analytics innovation, SAS has been giving customers around the world THE POWER TO KNOW®.
Anaconda
anaconda.com
With more than 45 million users and 250,000 organizations using the platform, Anaconda is the world’s most popular data science platform and the foundation of modern AI development. The Company pioneered the use of Python for data science, championed its vibrant community, and continues to steward open-source projects that make tomorrow’s AI innovations possible. Our enterprise-grade and workstation solutions enable corporate, research, and academic institutions around the world to harness the power of open-source for competitive advantage, groundbreaking research, and a better world.
Labellerr
labellerr.com
Labellerr is only training data platform with Smart Feedback Loop. Our technology helps AI-first organizations developing computer vision AI to bring automation in their data pipeline. Our saas platform solves challenges for ML scientists who need faster, convenient and iterative access to training data in a secure manner to train their computer vision/unstructured data AI models. We strive to provide services with a "make it happen" attitude. Our focus industries include healthcare, autonomous vehicle, smart cities, retail and manufacturing.
Neural Designer
neuraldesigner.com
Neural Designer is a powerful software tool for developing and deploying machine learning models. It provides a user-friendly interface that allows users to build, train, and evaluate neural networks without requiring extensive programming knowledge. With a wide range of features and algorithms, Neural Designer simplifies the entire machine learning workflow, from data preprocessing to model optimization. In addition, it supports various data types, including numerical, categorical, and text, making it versatile for domains. Additionally, Neural Designer offers automatic model selection and hyperparameter optimization, enabling users to find the best model for their data with minimal effort. Finally, its intuitive visualizations and comprehensive reports facilitate interpreting and understanding the model's performance. Whether you are a beginner or an experienced data scientist, Neural Designer accelerates the development of accurate and efficient machine learning models.
Expert.ai Developer
developer.expert.ai
Expert.ai is the premier artificial intelligence platform for language understanding. Its unique hybrid approach to NL combines symbolic human-like comprehension and machine learning to transform language-intensive processes into practical knowledge, providing the insight required to improve decision making throughout organizations. By offering a full range of on-premise, private and public cloud offerings, expert.ai augments business operations, accelerates and scales data science capabilities and simplifies AI adoption across a vast range of industries including Insurance, Banking & Finance, Publishing & Media, Defense & Intelligence, Life Science & Pharma, Oil Gas & Energy, and more.
Alibaba Cloud
alibabacloud.com
Alibaba Cloud is one of the world's largest cloud computing companies, providing scalable, secure, and reliable cloud computing services globally to accelerate digitalization empowered by comprehensive cloud products and solutions.
Pyramid Analytics
pyramidanalytics.com
Pyramid is a tier one, enterprise-grade Analytics Operating System that scales from single-user self-service analytics to thousand-user centralized deployments—covering simple-but-effective data visualizations to advanced machine learning capabilities. The agnostic Analytics OS features a universal client for any device and OS. It can be installed on most platforms—both on-premises or in the cloud—and it can operate against and with most popular data stacks. Pyramid allows users and organizations to balance self-service productivity and governance. It is an adaptive analytic platform that provides different capabilities and experiences based on user needs and skills, all while managing content as a shared resource. It is designed to support your organization’s entire decision workflow, and give everyone the tools to conduct self-service analytics. Importantly, the Analytics OS solves the “last mile problem,” closing the gap between your organization’s stated analytics strategy and actual analytics implementation. Pyramid features six distinct analytics modules (Model, Formulate, Discover, Illustrate, Present, and Publish)—plus an Administrative Console and Content Management System—to deliver a truly universal analytics experience across the entire analytics workflow.
PopSQL
popsql.com
PopSQL is the evolution of legacy SQL editors like DataGrip, DBeaver, Postico. We provide a beautiful, modern SQL editor for data focused teams looking to save time, improve data accuracy, onboard new hires faster, and deliver insights to the business fast. With PopSQL, users can easily understand their data model, write version controlled SQL, collaborate with live presence, visualize data in charts and dashboards, schedule reports, share results, and organize foundational queries for search and discovery. Even if your team is already leveraging a large BI tool, like Tableau or Looker, or a hodge podge of SQL editors, PopSQL enables seamless collaboration between your SQL power users, junior analysts, and even your less technical stakeholders who are hungry for data insights. * Cross-platform compatibility with macOS, Windows, and Linux * Works with Snowflake, Redshift, BigQuery, Clickhouse, Databricks, Athena, MongoDB, PostgreSQL, MySQL, SQL Server, SQLite, Presto, Cassandra, and more
Incorta
incorta.com
Incorta’s open data delivery platform simplifies access to data from multiple, complex enterprise systems to unlock the full value of organizational data, making it readily available for analysis. Backed by GV, Kleiner Perkins, M12, Prysm Capital, Telstra Ventures, and Sorenson Capital, Incorta empowers the most forward-thinking companies to tackle their toughest data challenges, from innovators in the midmarket to Fortune 1000 category leaders such as Broadcom, Comcast, and Shutterfly. For more information visit www.incorta.com.
IBM
ibm.com
IBM Cognos Analytics acts as your trusted co-pilot for business with the aim of making you smarter, faster, and more confident in your data-driven decisions. IBM Cognos Analytics gives every user — whether data scientist, business analyst or non-IT specialist — more power to perform relevant analysis in a way that ties back to organizational objectives. It shortens each user’s journey from simple to sophisticated analytics, allowing them to harness data to explore the unknown, identify new relationships, get a deeper understanding of outcomes and challenge the status quo. Visualize, analyze and share actionable insights about your data with anyone in your organization with IBM Cognos Analytics.
Qlik
qlik.com
Qlik is leading the way to the AI-powered enterprise, with powerful capabilities in data integration, quality, and analytics. With Qlik, organizations get more out of their data and deliver better business outcomes.
Encord
encord.com
Encord is the end-to-end platform to unlock AI from your data. Safely develop, test and deploy predictive and generative AI systems at scale to unlock the value of machine learning. Create high quality training data, leverage active learning pipelines, assess model quality, fine tune models and more all in one, easy to use platform. * Annotate - Efficiently label any visual modality and manage large-scale annotation teams with customizable workflows and quality control tools. * Active - Test, validate, and evaluate your models and surface, curate, and prioritize the most valuable data for labeling to supercharge model performance. * Apollo - Train, fine-tune, and manage proprietary and foundation models at scale for production AI applications. * Accelerate - On-demand, specialized labeling services to help you scale. Encord is trusted by pioneering AI teams at RapidAI, Tractable, Stanford Medicine, Memorial, King’s College London, the NHS, the UHN, the Royal Navy, Veo, and many more global companies.
Chooch
chooch.ai
Chooch is a leading Vision AI platform that combines Generative AI and Computer Vision to help businesses automate repetitive, manual visual review tasks, making searching video data more efficient and allowing businesses to reallocate human resources to higher value activities. Chooch's ImageChat Generative AI can systematically query using prompt technology video and image data to monitor for specific visuals or actions and send real-time alerts when detected to initiate further action. Chooch is being used across many different applications including detecting retail theft, monitoring workplace safety, detecting weapons, monitoring self-check out, digital asset management, and more.
JADBio
jadbio.com
JADBio makes it easy and affordable for health-data analysts and life-science professionals to use data science to discover knowledge while reducing time and effort by combining a robust end-to-end machine learning platform with a wealth of capabilities, ranging from smart feature selection to the reuse of predictive models. JADBio’s healthcare purpose-built platform provides leading-edge AI tools and automation capabilities, enabling life-science professionals to build and deploy accurate and explainable predictive models with speed and ease, even if they have no data science expertise. The platform supports preprocessing and imputation of missing values; it selects the features and modeling, tunes for hyper-parameters, and effectively tests thousands of algorithmic configurations to identify the best ones to produce the final ML model. The platform estimates its predictive performance and produces a wealth of visualizations and reports. Customers have the ability to select multiple selected feature subsets that lead to equally predictive models, build their own advanced custom models using JADBio’s extensive content library, or take off the shelf models and customize them as their own. All produced models can be downloaded in executable form, applied to an external validation set, or run manually by feeding-in the observed value of the selected features. JADBio’s library contains thousands of algorithms and pre-built models that can predict common healthcare issues, but also novel features like causal discovery or survival prediction and other time-to-event outcomes. The pre-built elements and AutoML capabilities of JADBio provide a low-code option for health-data scientists, bioinformaticians, and organizations without internal data science expertise to analyze their health data easily and affordably. Meanwhile, the JADBio REST API allows for advanced users to leverage JADBio’s capabilities in their own applications or to automate their workflows and processes. By providing an end-to-end platform purpose-built for life-scientists, backed by research and development in Europe’s largest research centers, we allow customers to utilize their ever-growing biomedical data and put them into production within minutes.
Clarifai
clarifai.com
Clarifai is an independent artificial intelligence company that specializes in computer vision, natural language processing, and audio recognition. One of the first deep learning platforms having been founded in 2013, Clarifai provides an AI platform for unstructured image, video, text, and audio data. Its platform supports the full AI lifecycle for data exploration, data labeling, model training, evaluation, and inference around images, video, text, and audio data. Headquartered in Washington DC, Clarifai uses machine learning and deep neural networks to identify and analyze images, videos, text, and audio automatically. Clarifai enables users to implement AI technology into their products via API, Mobile SDK, and/or on-premise solutions.