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What is ZinkML?
                ZinkML serves as an open-source platform for data science that eliminates the need for coding, enabling organizations to utilize their data more effectively. Its user-friendly and visual interface is tailored to ensure that individuals without extensive programming knowledge can engage with data science, thus broadening accessibility. 
The platform simplifies the entire data science workflow, covering everything from data ingestion to model building, deployment, and monitoring. Users can easily create intricate pipelines by dragging and dropping components, visualize their data, or develop predictive models—all without any coding skills. With features like automated model selection, feature engineering, and hyperparameter optimization, ZinkML significantly speeds up the model development process.
Furthermore, ZinkML fosters collaborative efforts by providing tools that enable teams to work together seamlessly on their data science initiatives. By making data science more accessible, ZinkML empowers organizations to derive greater value from their data and enhance their decision-making capabilities, ultimately leading to improved business outcomes. This shift towards democratized data science is crucial in a world where data-driven decisions are becoming increasingly vital.
            
        
            What is SAS Visual Data Science Decisioning?
                Integrating analytics into real-time interactions and event-driven features is essential for modern decision-making. The SAS Visual Data Science Decisioning suite boasts robust functionalities in data management, visualization, advanced analytics, and model governance. By enabling the crafting, integration, and oversight of analytically driven decision processes at scale, it significantly improves decision-making whether in real-time scenarios or through batch processing. Moreover, it supports the deployment of analytics directly within the data stream, allowing users to extract critical insights with ease. Complex analytical challenges can be addressed using an intuitive visual interface that effectively manages every phase of the analytics lifecycle. Operating on the SAS® Viya® platform, SAS Visual Data Mining and Machine Learning combines data manipulation, exploration, feature development, and state-of-the-art statistical, data mining, and machine learning techniques within a single, scalable in-memory processing environment. Users benefit from the ability to access data files, libraries, and existing scripts or to create new ones through this web-based application, which is easily reachable via any browser, thus fostering greater flexibility and collaboration among teams. With its comprehensive toolset, organizations can not only enhance their analytical capabilities but also streamline the decision-making process across various business functions.
            
        
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Integrations Supported
            
                
    Amazon Web Services (AWS)
            
            
        
        
    
        
        
            
                
    Google Cloud Platform
            
            
        
        
    
        
        
            
                
    Microsoft 365
            
            
        
        
    
        
        
            
                
    Microsoft Azure
            
            
        
        
    
        
        
            
                
    Microsoft Excel
            
            
        
        
    
        
        
            
                
    Microsoft Outlook
            
            
        
        
    
        
        
            
                
    Microsoft PowerPoint
            
            
        
        
    
        
        
            
                
    Microsoft Word
            
            
        
        
    
        
        
            
                
    SAS Visual Statistics
            
            
        
        
    
        
        
            
                
    SAS Viya
            
            
        
        
    
                
            Integrations Supported
            
                
    Amazon Web Services (AWS)
            
            
        
        
    
        
        
            
                
    Google Cloud Platform
            
            
        
        
    
        
        
            
                
    Microsoft 365
            
            
        
        
    
        
        
            
                
    Microsoft Azure
            
            
        
        
    
        
        
            
                
    Microsoft Excel
            
            
        
        
    
        
        
            
                
    Microsoft Outlook
            
            
        
        
    
        
        
            
                
    Microsoft PowerPoint
            
            
        
        
    
        
        
            
                
    Microsoft Word
            
            
        
        
    
        
        
            
                
    SAS Visual Statistics
            
            
        
        
    
        
        
            
                
    SAS Viya
            
            
        
        
    
                
            API Availability
            
                Has API
            
            
        
        
    
                API Availability
            
                Has API
            
            
        
        
    
                Pricing Information
        Pricing not provided.
        
        
    
    
    
        
        
            
                Free Trial Offered?
            
            
        
        
    
        
        
            
                Free Version
            
            
        
        
    
            Pricing Information
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                Free Trial Offered?
            
            
        
        
    
        
        
            
                Free Version
            
            
        
        
    
            Supported Platforms
            
                SaaS
            
            
        
        
    
        
        
            
                Android
            
            
        
        
    
        
        
            
                iPhone
            
            
        
        
    
        
        
            
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                On-Prem
            
            
        
        
    
        
        
            
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                Linux
            
            
        
        
    
                Supported Platforms
            
                SaaS
            
            
        
        
    
        
        
            
                Android
            
            
        
        
    
        
        
            
                iPhone
            
            
        
        
    
        
        
            
                iPad
            
            
        
        
    
        
        
            
                Windows
            
            
        
        
    
        
        
            
                Mac
            
            
        
        
    
        
        
            
                On-Prem
            
            
        
        
    
        
        
            
                Chromebook
            
            
        
        
    
        
        
            
                Linux
            
            
        
        
    
                Customer Service / Support
            
                Standard Support
            
            
        
        
    
        
        
            
                24 Hour Support
            
            
        
        
    
        
        
            
                Web-Based Support
            
            
        
        
    
                Customer Service / Support
            
                Standard Support
            
            
        
        
    
        
        
            
                24 Hour Support
            
            
        
        
    
        
        
            
                Web-Based Support
            
            
        
        
    
                Training Options
            
                Documentation Hub
            
            
        
        
    
        
        
            
                Webinars
            
            
        
        
    
        
        
            
                Online Training
            
            
        
        
    
        
        
            
                On-Site Training
            
            
        
        
    
                Training Options
            
                Documentation Hub
            
            
        
        
    
        
        
            
                Webinars
            
            
        
        
    
        
        
            
                Online Training
            
            
        
        
    
        
        
            
                On-Site Training
            
            
        
        
    
                Company Facts
Organization Name
ZinkML Technologies
Date Founded
2023
Company Location
India
Company Website
zinkml.com
Company Facts
Organization Name
SAS
Company Location
United States
Company Website
support.sas.com/en/software/visual-data-science-decisioning.html
Categories and Features
Data Analysis
                                        Data Discovery
                                        
                                    
                                    
                                    
                                        Data Visualization
                                        
                                    
                                    
                                    
                                        High Volume Processing
                                        
                                    
                                    
                                    
                                        Predictive Analytics
                                        
                                    
                                    
                                    
                                        Regression Analysis
                                        
                                    
                                    
                                    
                                        Sentiment Analysis
                                        
                                    
                                    
                                    
                                        Statistical Modeling
                                        
                                    
                                    
                                    
                                        Text Analytics
                                        
                                    
                            
                        Data Cleansing
                                        Address/ZIP Code Cleaning
                                        
                                    
                                    
                                    
                                        Charting
                                        
                                    
                                    
                                    
                                        Data Consolidation / ETL
                                        
                                    
                                    
                                    
                                        Data Mapping
                                        
                                    
                                    
                                    
                                        Multi Data Format Support
                                        
                                    
                                    
                                    
                                        Phone/Email Validation
                                        
                                    
                                    
                                    
                                        Raw Data Ingestion
                                        
                                    
                                    
                                    
                                        Sample Testing
                                        
                                    
                                    
                                    
                                        Validation / Matching / Reconciliation
                                        
                                    
                            
                        Data Science
                                        Access Control
                                        
                                    
                                    
                                    
                                        Advanced Modeling
                                        
                                    
                                    
                                    
                                        Audit Logs
                                        
                                    
                                    
                                    
                                        Data Discovery
                                        
                                    
                                    
                                    
                                        Data Ingestion
                                        
                                    
                                    
                                    
                                        Data Preparation
                                        
                                    
                                    
                                    
                                        Data Visualization
                                        
                                    
                                    
                                    
                                        Model Deployment
                                        
                                    
                                    
                                    
                                        Reports
                                        
                                    
                            
                        Data Visualization
                                        Analytics
                                        
                                    
                                    
                                    
                                        Content Management
                                        
                                    
                                    
                                    
                                        Dashboard Creation
                                        
                                    
                                    
                                    
                                        Filtered Views
                                        
                                    
                                    
                                    
                                        OLAP
                                        
                                    
                                    
                                    
                                        Relational Display
                                        
                                    
                                    
                                    
                                        Simulation Models
                                        
                                    
                                    
                                    
                                        Visual Discovery
                                        
                                    
                            
                        Categories and Features
Data Science
                                        Access Control
                                        
                                    
                                    
                                    
                                        Advanced Modeling
                                        
                                    
                                    
                                    
                                        Audit Logs
                                        
                                    
                                    
                                    
                                        Data Discovery
                                        
                                    
                                    
                                    
                                        Data Ingestion
                                        
                                    
                                    
                                    
                                        Data Preparation
                                        
                                    
                                    
                                    
                                        Data Visualization
                                        
                                    
                                    
                                    
                                        Model Deployment
                                        
                                    
                                    
                                    
                                        Reports