[ SAS Ent... Reviews ](https://www.g2.com/products/sas-enterprise-miner/reviews) [ SAS Ent... Reviews ](https://www.g2.com/products/sas-enterprise-miner/reviews) # SAS Enterprise Miner Features ##### ## Statistical Tool (3) Scripting Supports a variety of scripting environments Data Mining Mines data from databases and prepares data for analysis Algorithms Applies statistical algorithms to selected data Show More ##### ## Data Analysis (2) Analysis Analyzes both structured and unstructured data Data Interaction Interacts with data to prepare it for visualizations and models Show More ##### ## Decision Making (4) Modeling Offers modeling capabilities Data Visualizations Creates data visualizations or graphs Report Generation Generates reports of data performance Data Unification Unifies information on a singular platform Show More ##### ## Model Development (5) Language Support Supports programming languages such as Java, C, or Python. Supports front-end languages such as HTML, CSS, and JavaScript Drag and Drop Offers the ability for developers to drag and drop pieces of code or algorithms when building models Pre-Built Algorithms Provides users with pre-built algorithms for simpler model development Model Training Supplies large data sets for training individual models Feature Engineering Transforms raw data into features that better represent the underlying problem to the predictive models Show More ##### ## Machine/Deep Learning Services (6) Computer Vision Offers image recognition services Natural Language Processing Offers natural language processing services Natural Language Generation Offers natural language generation services Artificial Neural Networks Offers artificial neural networks for users Natural Language Understanding Offers natural language understanding services Deep Learning Provides deep learning capabilities Show More ##### ## Deployment (3) Managed Service Manages the intelligent application for the user, reducing the need of infrastructure Application Allows users to insert machine learning into operating applications Scalability Provides easily scaled machine learning applications and infrastructure Show More ##### ## Administration (3) Quality Control Data quality consists of deduplication, cleansing, and appending your marketing database. Data Sampling Allows users to select samples of data for defined procedures. Collaboration Share data across your organization. Show More ##### ## Capabilities (4) Data Visualization Communicate complex information clearly and effectively through advanced graphical techniques. Survival Analysis Supports evaluation of durations, events, and reliability in relation to statistical analysis Risk Data Attributes Identify risk data attributes such as description, category, owner, or hierarchy. Cost Analysis Tools to analyze financial data in order to gain usable insights. Show More ##### ## Methodology (3) ANOVA Support Supports analysis of variance (ANOVA) to determine observed variance. Regression Supports various regression methods such as ordinary least squares (OLS), weighted least squares (WLS), or generalized linear model (GLM). Time Series Analysis Supports the analysis of time series data for predictive analytics and exploratory analysis. Show More ##### ## System (1) Data Ingestion & Wrangling Gives user ability to import a variety of data sources for immediate use Show More ##### ## Generative AI (7) AI Text Generation Allows users to generate text based on a text prompt. AI Text Summarization Condenses long documents or text into a brief summary. AI Text Generation Allows users to generate text based on a text prompt. AI Text Summarization Condenses long documents or text into a brief summary. AI Text Generation Allows users to generate text based on a text prompt. AI Text Summarization Condenses long documents or text into a brief summary. AI Text-to-Image Provides the ability to generate images from a text prompt. Show More ##### ## Agentic AI - Data Science and Machine Learning Platforms (7) Autonomous Task Execution Capability to perform complex tasks without constant human input Multi-step Planning Ability to break down and plan multi-step processes Cross-system Integration Works across multiple software systems or databases Adaptive Learning Improves performance based on feedback and experience Natural Language Interaction Engages in human-like conversation for task delegation Proactive Assistance Anticipates needs and offers suggestions without prompting Decision Making Makes informed choices based on available data and objectives Show More [ ![Alteryx](https://images.g2crowd.com/uploads/product/hd_favicon/5200f776b24b5976b8f7d151d1d2e8fd/alteryx.svg "Alteryx") Sponsored Alteryx 4.6/5 (855) Visit Website ](javascript:void(0)) ## Top-Rated Alternatives [ ![Altair AI Studio](https://images.g2crowd.com/uploads/product/hd_favicon/501888c80a82c58e3c4f752bbd3902f5/rapidminer-studio.svg "Altair AI Studio") Altair AI Studio 4.6/5 (494) ](https://www.g2.com/products/rapidminer-studio/reviews) [ ![Alteryx](https://images.g2crowd.com/uploads/product/hd_favicon/5200f776b24b5976b8f7d151d1d2e8fd/alteryx.svg "Alteryx") Alteryx 4.6/5 (813) ](https://www.g2.com/products/alteryx/reviews) [ ![IBM SPSS Modeler](https://images.g2crowd.com/uploads/product/hd_favicon/1519158316/ibm-spss-modeler.svg "IBM SPSS Modeler") IBM SPSS Modeler 4/5 (128) ](https://www.g2.com/products/ibm-spss-modeler/reviews) [ View All Alternatives ](https://www.g2.com/products/sas-enterprise-miner/competitors/alternatives) SAS Enterprise Miner Comparisons ![Product Avatar Image](https://images.g2crowd.com/uploads/product/image/small_square/small_square_57dd97ecbc77b248c077fd49ed91e856/xgboost.png "Product Avatar Image") XGBoost 4.4/5 (13) [ Compare Now ](https://www.g2.com/compare/sas-enterprise-miner-vs-xgboost) ![Product Avatar Image](https://images.g2crowd.com/uploads/product/image/small_square/small_square_57dd97ecbc77b248c077fd49ed91e856/machine-learning-in-python.png "Product Avatar Image") machine-learning in Python 4.6/5 (50) [ Compare Now ](https://www.g2.com/compare/sas-enterprise-miner-vs-machine-learning-in-python) ![Product Avatar Image](https://images.g2crowd.com/uploads/product/image/small_square/small_square_32ed3d24b93d61880532053231351dc6/ibm-spss-modeler.png "Product Avatar Image") IBM SPSS Modeler 4/5 (148) [ Compare Now ](https://www.g2.com/compare/ibm-spss-modeler-vs-sas-enterprise-miner) ##### Categories on G2 [ Predictive Analytics ](https://www.g2.com/categories/predictive-analytics)[ Data Science and Machine Learning Platforms ](https://www.g2.com/categories/data-science-and-machine-learning-platforms)[ Statistical Analysis ](https://www.g2.com/categories/statistical-analysis) ##### Explore More [ Popular cloud services for enhancing business communication ](https://www.g2.com/discussions/popular-cloud-services-for-enhancing-business-communication)[ Top-rated p2p software for small businesses ](https://www.g2.com/discussions/top-rated-p2p-software-for-small-businesses)[ Top-rated customer relationship management software for mid-size businesses ](https://www.g2.com/discussions/crm-top-rated-customer-relationship-management-software-for-mid-size-businesses) [ Which vendor provides real-time data synchronization across systems? ](https://www.g2.com/discussions/which-vendor-provides-real-time-data-synchronization-across-systems)[ Best HR analytics software for predictive workforce planning ](https://www.g2.com/discussions/what-is-the-best-hr-analytics-software-for-predictive-workforce-planning)[ Pros and Cons Details ](https://www.g2.com/products/sas-enterprise-miner/reviews?qs=pros-and-cons) Show More [ Popular cloud services for enhancing business communication ](https://www.g2.com/discussions/popular-cloud-services-for-enhancing-business-communication)[ Top-rated p2p software for small businesses ](https://www.g2.com/discussions/top-rated-p2p-software-for-small-businesses)[ Top-rated customer relationship management software for mid-size businesses ](https://www.g2.com/discussions/crm-top-rated-customer-relationship-management-software-for-mid-size-businesses) [ Which vendor provides real-time data synchronization across systems? ](https://www.g2.com/discussions/which-vendor-provides-real-time-data-synchronization-across-systems)[ Best HR analytics software for predictive workforce planning ](https://www.g2.com/discussions/what-is-the-best-hr-analytics-software-for-predictive-workforce-planning)[ Pros and Cons Details ](https://www.g2.com/products/sas-enterprise-miner/reviews?qs=pros-and-cons)