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Select your product family and then filter content by your role, topic or resource type. Under resource type, you'll find Guided Paths that provide curated content organized from beginner to advanced topics.
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- EXPLORE & VISUALIZE: GUIDED PATH - STEP 1 Introduction and Interface FamiliarizationLearn your way around SAS Visual Analytics including how to load your data, create and share visualizations.
- EXPLORE & VISUALIZE: GUIDED PATH - STEP 2 Data Exploration and VisualizationDive deeper into your data - learn how to filter, create calculated fields, perform basic data manipulations and work with multiple data sources.
- EXPLORE & VISUALIZE: GUIDED PATH - STEP 3 Building Basic Reports and DashboardsLearn how to build basic, beautiful reports and improve report performance.
- EXPLORE & VISUALIZE: GUIDED PATH - STEP 4 Advanced Visualization TechniquesTake it to the next level with advanced report topics such as mapping, dynamic date filters, custom reports, cluster analysis and working with reports in Excel.
- DEVELOP CODE AND FLOWS: GUIDED PATH - STEP 1 Getting Started with SAS StudioLearn your way around SAS Studio including writing a program and building a flow.
- DEVELOP CODE AND FLOWS: GUIDED PATH - STEP 2 Build Data Pipelines with SAS Studio FlowsLearn how to use steps to manage and prepare your data.
- DEVELOP CODE AND FLOWS: GUIDED PATH - STEP 3 Develop Code with SAS StudioLearn to leverage SAS Studio programming features.
- DEVELOP CODE AND FLOWS: GUIDED PATH - STEP 4 Version Control of Assets and DataOpsLearn to manage your SAS assets and DataOps process.
- ADMIN: GUIDED PATH - STEP 1 Getting Started with SAS Viya AdministrationGet to know who is involved in SAS Viya administration, what skills they need, and an overview of the administration tasks most administrators will need to perform.
- ADMIN: GUIDED PATH - STEP 2 Deploying and Configuring SAS ViyaLearn how the SAS Viya platform is deployed, how to determine which deployment method is right for you, and how administrators can make configuration changes to a deployment to customize its behavior.
- ADMIN: GUIDED PATH - STEP 3 Managing Users and GroupsGain insight into managing the users and groups of users who will be using the SAS Viya platform.
- ADMIN: GUIDED PATH - STEP 4 Implementing and Managing SecurityLearn how to implement custom security settings to ensure users have access only to the content and data they need to do their work.
- ADMIN: GUIDED PATH - STEP 5 Managing SAS Viya Services, Backups and UpdatesTake a look at administering individual SAS Viya services, how you can start and stop the SAS Viya platform, and how to mount storage to your deployment.
- ADMIN: GUIDED PATH - STEP 6 Managing SAS Viya Compute and CASGet to know the Cloud Analytic Services (CAS) server and the SAS programming run-time components.
- ADMIN: GUIDED PATH - STEP 7 Monitoring Performance and ResourcesLearn why you need to implement a monitoring solution alongside your SAS Viya platform and how to monitor logs and metrics to keep an eye on system performance.
- ADMIN: GUIDED PATH - STEP 8 Troubleshooting and Integrating with Other Applications and ServicesLearn how to troubleshoot issues and how to integrate the SAS Viya platform with other applications and services you may already be using.
- VIDEO TUTORIAL Getting Started with the Internet of ThingsA video series to guide you through the high-level steps of using SAS ESP.
- VIDEO Lockhead Martin Customer StoryHear how Lockheed Martin is using IoT, AI and advanced analytics to keep its fleets airborne.
- REFERENCE ARCHITECTURE IoT ESP Reference ArchitectureSee various reference architectures for SAS ESP that includes best practices.
- VIDEO TUTORIAL Using Connectors and Adapters with ESPLearn how to move data in and out of SAS ESP with connectors and adaptors.
- VIDEO Creating a new project in SAS ESP StudioLearn how to upload data and create a new project.
- VIDEO TUTORIAL Opening a project in SAS ESP StudioLearn how to open and explore projects.
- VIDEO Integrating SAS ESP Studio and ESP Manager w/ SAS Model ManagerLearn how to import analytical models, stored in SAS Model Manager, into ESP Projects.
- VIDEO TUTORIAL Mastering SAS ESP Custom WindowsLearn how to add functionality to your projects that can be reused by your colleagues.
- VIDEO TUTORIAL Detecting Data Patterns with SAS ESPLearn how to use SAS ESP to detect patterns in data.
- SAS VISUAL STATISTICS: GUIDED PATH - STEP 1 Getting StartedExplore the basics of SAS Visual Statistics, from loading data and selecting features to using code snippets.
- VIDEO Streaming Aggregation Techniques in SAS ESPLearn how SAS ESP handles streaming data aggregation.
- VIDEO TUTORIAL Tracking the ISS with SAS ESP using Geofencing Learn how to use SAS ESP and the Geofence window.
- WEBINAR Implementing ONNX and Computer Vision with SAS ESPLearn how SAS ESP supports ONNX format models.
- SAS VISUAL STATISTICS: GUIDED PATH - STEP 2 Unsupervised ModelingLearn how to perform unsupervised modeling in SAS Visual Statistics with assets that help you build a clustering model.
- SAS VISUAL STATISTICS: GUIDED PATH - STEP 3 Supervised ModelingExplore supervised modeling with assets that guide you through building, assessing, and interpreting logistic regression and decision tree models, including lift/ROC charts and variable importance.
- SAS VISUAL STATISTICS: GUIDED PATH - STEP 4 New FeaturesExplore new features in the documentation for SAS Visual Statistics, covering long-term support and stable releases.
- VIDEO TUTORIAL Getting started with Data Mining and Machine Learning Pipelines on SAS ViyaGet an overview of the pipeline functionality in Visual Data Mining and Machine Learning on SAS Viya.
- VIDEO TUTORIAL Managing Variables in Model StudioLearn how to manage the variables that you are using to build models.
- VIDEO TUTORIAL Feature Engineering in Model StudioLearn how to explore data, apply transformations, and create different types of new features.
- VIDEO TUTORIAL Imputing Missing Values in Model StudioLearn how to impute missing values using the pipeline functionality.
- VIDEO TUTORIAL The Variable Selection Node in Model StudioLearn how to use the Variable Selection node to select important predictors.
- VIDEO TUTORIAL Training Gradient Boosting Models in Model StudioLearn how to build gradient boosting models using the pipeline functionality.
- VIDEO TUTORIAL Autotuning Gradient Boosting Models in Model StudioLearn how to perform autotuning to automate the process of building better gradient boosting models.
- VIDEO TUTORIAL The Power of SAS Code NodesLearn about the power of SAS Code nodes to implement the workflow of economic capital modeling.
- VIDEO TUTORIAL Executing SAS Code in PipelinesLearn how to use the SAS Code node in pipelines, as part of the Model Studio application.
- VIDEO TUTORIAL Building and Using Pipelines in SAS Visual ForecastingGet an introduction to the pipeline functionality in SAS Visual Forecasting.
- VIDEO TUTORIAL Exploring Time Series Data in SAS Visual ForecastingLearn how to use SAS Visual Forecasting to discover time series data.
- VIDEO TUTORIAL Forecast Overrides Using Time Series Attributes in SAS Visual ForecastingLearn about the override functionality in SAS Visual Forecasting.
- VIDEO TUTORIAL Exploring Category Output Data Interactively in SAS Visual Text AnalyticsLearn how to interactively explore category model output data.
- VIDEO TUTORIAL Batch Scoring a Topic Model in SAS Visual Text AnalyticsLearn how to score external text data and discover the themes or topics that are found in the new document collection.
- VIDEO TUTORIAL Creating Concept Rules Using Textual Elements in SAS Visual Text AnalyticsLearn how to create custom concept rules automatically by using the Concepts node and textual elements.
- VIDEO TUTORIAL ModelOps Governance Part 1: Developing a ModelCreate models and select a champion from a model tournament pipeline using SAS Model Studio.
- VIDEO TUTORIAL ModelOps Governance Part 2: Registering, Validating, and Deploying a ModelLearn how to use SAS Model Manager for Model Governance and ModelOps.
- VIDEO TUTORIAL ModelOps Governance Part 3: Monitoring and Retraining a ModelLearn how to keep models performing at their best with SAS Model Manager.
- VIDEO TUTORIAL Create and Run Your Own SAS Model Manager Workflow in MinutesWhite board a series of tasks that manage models for a business unit and then create a corresponding workflow and run it in a SAS Model Manager project.
- VIDEO TUTORIAL Managing Models Trained in Model StudioTake a pipeline comparison in Model Studio and learn how to register, test, and even retrain models.
- VIDEO TUTORIAL Enhance Your Workflow with Notifications, Prompts, and GatewaysIncorporate more advanced capabilities to extend your workflow.
- VIDEO TUTORIAL Automate Workflow Tasks with REST Web ServicesDemystify the syntax and available properties for automating your workflow.
- VIDEO TUTORIAL Testing Business Decisions in SAS ViyaLearn what happens when you test a decision flow with actual data.
- VIDEO TUTORIAL Combining Rules with Models to Make Business Decisions in SAS ViyaLearn how to combine models with rules and conditions to create and publish business decisions.
- ARTICLE Using the SAS Configurator for Open Source to Build Python and RSet up open-source Python and R environments in SAS Viya with the SAS Configurator tool for efficient deployment.
- ARTICLE SAS Viya with Azure DevOps Data PipelineLearn to create an Azure DevOps pipeline for SAS Viya, integrating SAS programs and flows stored in Git, executed via SAS Viya CLI.
- ARTICLE Backup and Restore in SAS ViyaLearn how to perform backup and restore operations in SAS Viya on Kubernetes, utilizing Kubernetes jobs and persistent volumes for protecting data and configuration.
- ARTICLE What is a CAS Library (CASlib)Learn how to manage caslibs in SAS Viya, which provide in-memory storage for data and tables on the CAS server, allowing for both personal and shared access with session and global scopes.
- ARTICLE How to Check the Status of ServicesLearn how to check the status of SAS Viya services using tools like the SAS Readiness pod, Kubernetes commands, and monitoring dashboards for real-time service health insights.
- ARTICLE Interdependence of SAS Viya and Kubernetes AdministrationDiscover how SAS Viya and Kubernetes administrators collaborate to manage system performance and infrastructure.
- ARTICLE Recommended Skills and Knowledge for AdministratorsLearn essential SAS Viya skills, including Kubernetes, deployment, workload management, customization, and efficient node labeling.
- ARTICLE SAS Viya Administration ChecklistThe SAS Viya Administration Checklist on GitHub lists setup, maintenance, automation, security, and monitoring tasks.
- ARTICLE SAS Viya Deployment MethodsLearn SAS Viya deployment methods, including the new "sas-orchestration" command and changes to DaC, streamlining Kubernetes deployments.
- ARTICLE Saving SAS Viya ContentLearn how to save and restore SAS Viya content using tools for full backup and selective migration, ensuring data retention in short-lived cloud environments.
- ARTICLE Using the SAS Configurator for Open Source to Build Python and RLearn strategies for optimizing SAS Viya performance, with tuning tips for CAS servers, PostgreSQL, and programming resources.
- TECHNICAL USE CASE Banking: Learn how to create a credit risk dashboardVisualize loan performance, delinquency trends, and credit score distributions to assess lending risk.
- VIDEO TUTORIAL Building a Clustering Model in SAS Visual StatisticsLearn how to use the clustering model to perform data-driven segmentation.
- VIDEO TUTORIAL Building a Decision Tree Model in SAS Visual StatisticsLearn how to build a decision tree model.
- VIDEO TUTORIAL Building a Logistic Regression Model in SAS Visual StatisticsLearn how to build a logistic regression model.
- VIDEO TUTORIAL Code Snippets with SAS Visual StatisticsLearn how to create and use code snippets.
- ARTICLE Data-Driven Analytics in SAS Viya – Building a Decision TreeLearn how to create decision trees.
- ARTICLE Data-Driven Analytics in SAS Viya – ClusteringLearn about the model building phase of the analytics life cycle by examining the unsupervised method of clustering.
- ARTICLE Data-Driven Analytics in SAS Viya – Decision Tree Icicle Plot and Variable ImportanceLearn about the Icicle Plot, Variable Importance Plot and Leaf Statistics.
- ARTICLE Data-Driven Analytics in SAS Viya – Decision Tree Model ResultsLearn how to interpret the results of a decision tree.
- ARTICLE Data-Driven Analytics in SAS Viya – Logistic Regression Lift and ROC ChartsLearn how to create logistic regression lift and ROC charts.
- ARTICLE Data-Driven Analytics in SAS Viya – Logistic Regression Model AssessmentLearn how to assess a logistic regression model.
- ARTICLE Data-Driven Analytics in SAS Viya – Logistic Regression Model BuildingLearn about the supervised method of model building beginning with an application of logistic regression.
- ARTICLE Data-Driven Analytics in SAS Viya – Logistic Regression Model Results InterpretationLearn how to interpret the results of a logistic regression model.
- ARTICLE Data-Driven Analytics in SAS Viya – The AI and Analytics LifecycleLearn how to manage data.
- DOCUMENTATION Managing UsersExplore detailed steps for configuring event rules in SAS Viya to monitor and manage system events, ensuring proper system performance and proactive troubleshooting.
- DOCUMENTATION Overview of Identity ManagementThis documentation offers guidelines for deploying and managing SAS Viya, covering cloud configuration, Kubernetes, and performance optimization.
- VIDEO TUTORIAL Getting Started with SAS Visual StatisticsLearn about the interface, main features and how to get started.
- BLOG POST Getting the Job Done: Connecting SAS Viya Jobs.Learn how to connect SAS Viya Jobs with Microsoft Excel.
- WEBINAR How Does SAS Viya Integrate with My Favorite Microsoft Products?Learn how you can easily access your SAS Viya environment from your favorite Microsoft products like Excel, Outlook and PowerPoint.
- VIDEO TUTORIAL Loading Data for SAS Visual StatisticsLearn how to load data into a caslib.
- DOCUMENTATION New Features in SAS Visual StatisticsCheck out the latest updates to SAS Visual Statistics.
- VIDEO TUTORIAL Accelerate Code with SAS Cloud Analytic ServicesLearn how to enhance the performance of your SAS code by integrating with SAS Cloud Analytic Services for faster analytics.
- ARTICLE Aggregate Data in a FlowLearn how to aggregate data in SAS Studio workflows, a crucial skill for summarizing and analyzing large datasets.
- WEBINAR Apply Continuous Delivery to Industrialize Data Pipeline DeploymentLearn how continuous delivery and DataOps principles can accelerate the development, validation, and deployment of data pipelines.
- VIDEO TUTORIAL Calculate Columns Using the Query Step in a FlowLearn how to use the Query Step in a flow to create new columns using arithmetic operations and functions.
- VIDEO TUTORIAL Create Custom Steps with SAS StudioThis tutorial covers how to create custom steps within SAS Studio, enabling more flexible and tailored data manipulation.
- VIDEO TUTORIAL Data Integration with the Merge Table StepThis video shows how to merge tables in SAS Studio using the Merge Table Step for effective data integration.
- ARTICLE Deduplicate Data in a FlowThis guide demonstrates how to remove duplicates from data within SAS Studio workflows, ensuring clean, accurate datasets.
- VIDEO TUTORIAL Develop Code with SAS StudioLearn how to write and execute SAS code within SAS Studio, highlighting key features for effective code development and execution.
- VIDEO TUTORIAL Filter Rows Using the Query Step in a FlowLearn how to use the Query Step in a flow to subset rows when reading data.
- VIDEO TUTORIAL Git Integration with SAS StudioDiscover how to integrate Git with SAS Studio, streamlining code versioning, collaboration, and tracking changes in your projects.
- WEBINAR Improve Collaboration and Increasing Productivity With DataOpsThis webinar explains how DataOps practices improve collaboration, productivity, and the deployment of high-quality data pipelines.
- VIDEO TUTORIAL Manage Columns Using the Query Step in a FlowLearn how to use the Query Step in a flow to order the columns and change column attributes for an output table.
- FREE TRAINING COURSE SAS Programming: Getting StartedA beginner's course offering a solid foundation in SAS programming, covering essential skills for writing and executing SAS code.
- VIDEO TUTORIAL Sort Data Using the Query Step in a FlowLearn how to use the Query Step in a flow to efficiently sort data.
- ARTICLE Understand the Different SAS Studio LicensesThis article compares SAS Studio, SAS Studio Analyst, and SAS Studio Engineer, detailing their unique features and capabilities.
- VIDEO TUTORIAL Use Python Code in SAS StudioThis video explores how to incorporate Python code within SAS Studio, expanding your analytical capabilities by combining both languages.
- VIDEO TUTORIAL Build Flows with SAS StudioThis tutorial walks through creating workflows in SAS Studio, teaching you how to build, run, and manage processes efficiently.
- DOCUMENTATION Welcome to SAS Studio DocumentationAccess detailed user guides for SAS Studio, including information on installation, configuration, and workflow creation.
- BLOG POST PDF Options When Attaching Reports in Outlook Using SAS for Microsoft 365Learn about options available when attaching SAS Visual Analytics reports as PDF documents in Microsoft Outlook.
- VIDEO TUTORIAL SAS for Microsoft 365 in ExcelThis SAS How To Tutorial provides information about using the SAS ribbon and an overview of the SAS pane.
- VIDEO TUTORIAL SAS Integration with Microsoft OutlookLearn how to embed SAS content within Microsoft Outlook.
- BLOG POST SAS Programs with Excel using SAS for Microsoft 365Learn how to connect SAS programs with Microsoft Excel.
- VIDEO TUTORIAL SAS Visual Statistics TutorialFollow along and see data discovery, predictive analytics and validation for holdout data.
- VIDEO TUTORIAL Selecting Features in SAS Visual StatisticsLearn how to use feature reduction capabilities.
- VIDEO TUTORIAL Work with multiple data sourcesGet tips for managing multiple data sources in SAS Visual Analytics, including Data Roles, joins, headers, and footers.
- ARTICLE Create beautiful reportsCreate a compelling data story by designing a report that is both visually appealing and easy to understand.
- VIDEO TUTORIAL Create basic reports and dashboards using SAS Graph BuilderLearn to use SAS Graph Builder to create a custom line chart with a dynamic reference line.
- VIDEO TUTORIAL Tips for custom reportsFollow along to learn how to create a report, add objects and pages, and explore as a viewer.
- VIDEO TUTORIAL Building advanced dashboardsLearn techniques for creating flexible dashboards that let users filter data, demonstrated through an online learning platform case study.
- VIDEO TUTORIAL How to use parameters for a custom text searchLearn how to configure a custom text search for a SAS Visual Analytics report.
- ARTICLE Learn about display rules in SAS Visual AnalyticsThis article introduces Report-Level Display Rules in SAS Visual Analytics for consistent color mapping across report pages.
- VIDEO TUTORIAL Getting started with SAS for Microsoft 365 in ExcelThis SAS How-To Tutorial demonstrates managing and customizing SAS Visual Analytics reports in Microsoft Excel, including content updates.
- VIDEO TUTORIAL Working with reports in Microsoft ExcelA quick tutorial shares tips on accessing, exploring, and inserting SAS data into Excel using SAS for Microsoft 365.
- VIDEO TUTORIAL Create basic visualizationsWe're now ready to explore our data and learn more about the data items and their relationships.
- VIDEO TUTORIAL Load data (external databases, CAS files, import flat files)Learn to import data in SAS Visual Analytics on SAS Viya with this helpful tutorial.
- VIDEO TUTORIAL Navigate through different components of the interfaceExplore data with SAS Visual Analytics in this Quick Start tutorial: data access, preparation, charting, reporting, mapping, and predictive modeling.
- ARTICLE Share visualizationsSAS Visual Analytics offers web, mobile, and desktop interfaces for easy discovery, sharing, and action on insights.
- VIDEO TUTORIAL Create calculated fieldsLearn how to use calculated data items, aggregated measures, and quick calculations in SAS for business insights.
- VIDEO TUTORIAL Explore and filter dataLearn how to use automatic actions to explore and filter data.
- VIDEO Perform basic data item customizationsLearn how to create Custom Categories for date, measure, and category data items.
- VIDEO TUTORIAL Three tips to make your reports look nicerThree tips and tricks from a SAS trainer to help your reports in SAS Visual Analytics look a little cleaner.
- VIDEO TUTORIAL Improve report performanceLearn to use the Report Review Pane in SAS Visual Analytics to interpret messages and improve report performance.
- ARTICLE SAS Visual Analytics Tips and TricksThis article offers tips for using SAS Visual Analytics efficiently, enhancing report design, layout, and specific use-case solutions.
- VIDEO TUTORIAL How to create dynamic date filtersLearn how to add a dynamic date filter to SAS Visual Analytics Reports using slider controls and date ranges.
- VIDEO TUTORIAL Getting started with mappingLearn how to use geographic data in SAS Visual Analytics to create region (choropleth) and coordinate geo maps and make radius-based selections.
- VIDEO TUTORIAL Filter multiple data sources in the same reportTips and tricks for filtering data sources in SAS Visual Analytics.
- FREE TRAINING COURSE SAS Viya Administration: Getting StartedThis course introduces the fundamentals of SAS Viya administration, covering key tasks like deployment, user management, security, backups, and performance monitoring.
- FREE TRAINING COURSE Generative AI Using SASLearn about the algorithms powering various GenAI technologies and how SAS enhances their application.
- FREE TRAINING COURSE Getting Started with SAS and KubernetesThis course teaches the fundamentals of SAS on Kubernetes, covering SAS Viya architecture, basic Kubernetes commands, and managing SAS Viya namespaces, designed for administrators with basic Linux knowledge.
- FREE TRAINING COURSE Responsible Innovation and Trustworthy AILearn to navigate the key ethical challenges in AI and develop responsible machine learning practices.
- FREE TRAINING COURSE SAS Viya OverviewFor anyone who wants a general overview of the SAS Viya platform, including the architecture, applications, and programming features.
- BLOG POST Uploading Tables to SAS and CAS Libraries using SAS for Microsoft 365Learn how to upload Excel tables to SAS and CAS libraries within Microsoft Excel.
- BLOG POST Using Excel with SAS for Microsoft 365 as a Data DetectiveLearn how to integrate SAS content within Microsoft Excel.
- BLOG POST Using Outlook with SAS for Microsoft 365 as a Creative CollaboratorLearn how to integrate SAS content within Microsoft Outlook.
- BLOG POST Using PowerPoint with SAS for Microsoft 365 as a Sales StorytellerLearn how to integrate SAS content within Microsoft PowerPoint.
- BLOG POST Using Word with SAS for Microsoft 365 as a Marketing MavenLearn how to integrate SAS content within Microsoft Word.
- VIDEO TUTORIAL Administering SAS Viya on KubernetesWatch a concise, high-level explanation of deploying SAS Viya in different environments, including cloud platforms like Kubernetes.
- VIDEO TUTORIAL Alerting in SAS ViyaSet up alerting for SAS Viya with Prometheus Alertmanager to trigger notifications and send real-time alerts via channels like MS Teams or Slack.
- VIDEO TUTORIAL CAS Management OverviewManage the CAS server lifecycle in SAS Viya, including starting and restarting servers using Kubernetes, and enable features like CAS state transfer to preserve active sessions during restarts.
- VIDEO TUTORIAL Configuring SAS Programming Run-Time Compute ServersLearn how to configure and manage SAS Compute Server settings in SAS Viya, optimizing session startup and performance using pre-started servers within Kubernetes environments.
- VIDEO TUTORIAL How to Configure IdentitiesLearn how to configure user identities in SAS Viya, focusing on integrating LDAP and managing user roles and access to ensure secure identity management.
- VIDEO TUTORIAL How to Start and Stop SAS ViyaLearn how to correctly start and stop SAS Viya services using best practices and essential commands to ensure smooth operation across all components.
- VIDEO TUTORIAL Logging in SAS ViyaCollect and manage logs in SAS Viya using Fluent Bit and OpenSearch to enhance troubleshooting and system observability.
- VIDEO TUTORIAL Monitoring SAS ViyaMonitor SAS Viya's health and performance using open-source tools like Prometheus and Grafana, collecting logs, metrics, and traces for comprehensive observability.
- VIDEO TUTORIAL Overall Deployment StepsWatch a concise overview of the SAS Viya deployment process, highlighting essential steps and best practices.
- VIDEO TUTORIAL Overview of SAS Viya Monitoring for KubernetesMonitor SAS Viya performance with Prometheus for metrics and Fluent Bit for logs, ensuring efficient resource management.
- VIDEO TUTORIAL SAS Programming Run-Time ComponentsExplore how SAS Viya uses Kubernetes to manage SAS Compute, SAS/CONNECT, and Batch servers, ensuring scalability for code execution.
- VIDEO TUTORIAL SAS Viya Provides Results that MatterCTO Bryan Harris shares third-party research from The Futurum Group, revealing how SAS Viya outperformed commercial and non-commercial alternatives.
- VIDEO TUTORIAL Simple General Authorization PatternsThis video illustrates five key authorization patterns in SAS Viya, enabling quick, secure folder design.
- VIDEO TUTORIAL Troubleshooting SAS Viya IssuesLearn how to troubleshoot SAS Viya by identifying service issues through Kubernetes commands to pinpoint problems with pods, and adjusting logging levels for detailed diagnostics.
- VIDEO TUTORIAL Updating SAS SoftwareLearn how to apply updates for SAS Viya, including patching, cadence switching, and upgrading software, using hands-on exercises to ensure smooth deployment maintenance.
- VIDEO TUTORIAL Watch SAS Viya in ActionSee the full SAS Viya software portfolio - how it supports the entire data and AI lifecycle to boost productivity, enhance performance, and maximize ROI, unlocking greater value from your data.
- WEBINAR Basics of Viya 4 AdministrationWatch this webinar to explore SAS Viya 4 architecture, Kubernetes method, and key administration concepts.
- WEBINAR What to Know About SAS and Microsoft 365 IntegrationLearn how to drive better-informed decisions by leveraging the power of SAS Viya and the familiarity of Microsoft Office.
- VIDEO TUTORIAL Working with SAS Data in Microsoft ExcelLearn how to access, explore, and manipulate your SAS data within Excel worksheets.
- VIDEO TUTORIAL Working with SAS Visual Analytics Reports in Microsoft ExcelLearn how to open multiple reports, insert content, update and unlink report objects, and more.
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- VIDEO TUTORIAL Getting Started with SAS Viya WorkbenchThis tutorial covers essential steps to use SAS Viya Workbench for analytical development, data engineering, and AI/machine learning.
- VIDEO TUTORIAL Modifying the SAS Autoexec File in SAS Viya WorkbenchThis SAS how-to tutorial shows you how to set up an autoexec file to execute code each time a SAS Viya Workbench starts.
- VIDEO TUTORIAL Connecting to GitHub with SAS Viya WorkbenchThis tutorial explains connecting SAS Viya Workbench to GitHub for efficient code collaboration, change tracking, and version control.
- VIDEO TUTORIAL Executing SAS SQL in WorkbenchThis tutorial shows you how to utilize the power of SAS notebooks to seamlessly execute SAS SQL within the SAS Viya Workbench environment.
- VIDEO TUTORIAL Executing SQL with Python in SAS Viya WorkbenchThis tutorial shows you how to harness the power of Python to execute SQL queries seamlessly within SAS Viya Workbench.
- VIDEO TUTORIAL SAS and Snowflake in SAS Viya WorkbenchThis tutorial shows you how to use the power of SAS Viya Workbench to connect SAS to Snowflake to streamline your data processing.
- VIDEO TUTORIAL Machine Learning Using SAS ProceduresThis tutorial shows you how to build and evaluate machine learning models in SAS Viya Workbench using optimized SAS procedures.
- VIDEO TUTORIAL Machine Learning using the sasviya.ml Python PackageThis tutorial explains how to build and evaluate machine learning models in SAS Viya Workbench using the sasviya.ml Python package.
- FREE TRAINING COURSE Modern Data Science with SAS Viya Workbench and PythonThis free course teaches managing data science projects with SAS Viya Workbench and Python to predict customer churn and deploy models.
- FREE TRAINING COURSE GitHub Resources for Training CourseGitHub resources to support Modern Data Science with SAS Viya Workbench and Python.
- CODE EXAMPLE Workbench Examples GitHub RepositoryThis repository contains Python notebooks and SAS programs that demonstrate the capabilities of SAS Viya Workbench.
- ARTICLE Git in SAS Viya WorkbenchLearn to use GitHub repositories with SAS Viya Workbench for source code management, collaboration, and governance through practical examples.
- ARTICLE Query parquet datasets from ADLS (Python)Learn to query and analyze parquet datasets in Azure Blob Storage with DuckDB Python API in SAS Viya Workbench, efficiently.
- ARTICLE Yes, you can read sas7bdat in Python!Learn how to read and convert sas7bdat files in Python using the Pandas and saspy libraries, enabling seamless integration in SAS Viya Workbench.
- ARTICLE Turbo-charge your Python package installationLearn to manage Python package installations in SAS Viya Workbench using virtual environments, and explore uv as a faster alternative to pip.
- ARTICLE Using Microsoft Entra ID (Azure Active Directory) as the Identity Provider for SAS Viya WorkbenchLearn to set up Microsoft Entra ID for SSO authentication in SAS Viya Workbench using OpenID Connect, including app registration and permissions.
- ARTICLE Configure Autoexec.sas for Your Workbench EnvironmentLearn how to configure an autoexec.sas file in SAS Viya Workbench to automate session setup tasks and streamline environment configurations.
- ARTICLE Run a SAS Notebook, %INCLUDE styleLearn how to use the %includesasnb macro in SAS Viya Workbench to run code from SAS Notebook files using the %INCLUDE function.
- VIDEO TUTORIAL Demo: SAS Viya Workbench and SAS code to access Microsoft 365Learn how to list your files and folders in SharePoint, download files for use in SAS, and publish files from SAS into SharePoint or OneDrive.
- VIDEO TUTORIAL Demo: Using Workbench to review data from a study on ovarian cancer Learn how to use Workbench to build a gradient boost model, score it, do predictions and view results. Plus see logistic regression with the same data.
- VIDEO TUTORIAL Demo: SAS Viya Workbench using Python + SAS for Google AnalyticsLearn how to SAS Viya Workbench to access and analyze data from Google Analytics.
- ARTICLE Machine Learning using SAS Viya Workbench ProceduresLearn how to use machine learning procedures in SAS Viya Workbench to build and evaluate machine learning models.
- ARTICLE Favorite things about SAS Viya WorkbenchGet a consolidated view of information available on SAS Viya Workbench.
- ARTICLE Python Machine Learning using sasviya.ml and scikit-learnLearn how to use the sasviya.ml and sklearn Python packages in SAS Viya Workbench to build and evaluate machine learning models.
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- GETTING STARTED: GUIDED PATH - STEP 1 Introduction and Interface FamiliarizationLearn how to navigate and consume the information and data available to you - such as notifications, performance results, and access to items and data relevant to you.
- GETTING STARTED: GUIDED PATH - STEP 2 Functionality and TerminologyUnderstand the functionality of the three core components of SAS Customer Intelligence 360: data sources, a foundation solution, and connected destinations.
- GETTING STARTED: GUIDED PATH - STEP 3 Accessing Your DataUse the CI360 interface to collect and store data types such as website, mobile, and customer identity data. Only a few steps are required to gain actionable insights into customer behavior.
- GETTING STARTED: GUIDED PATH - STEP 4 AudiencesLearn how to create Audiences, build segmentation, and activate them within SAS Customer Intelligence 360.
- GETTING STARTED: GUIDED PATH - STEP 5 Real-time JourneysGet started by developing and executing journeys that deliver personalized digital interactions for customers and visitors within an omni-channel environment.
- GETTING STARTED: GUIDED PATH - STEP 6 Performance ReportingLearn how to use Insights to analyze, view, and interpret performance results to understand what drives your marketing efficiency and effectiveness.
- ARTICLE 2025 Innovation Themes for Martech Use Cases Interacting with Data Science and AIExploring AI-powered, use case-driven solutions that bridge marketing and data science for scalable, self-service analytics and better business outcomes.
- ARTICLE 2024 Trends & Viewpoints For The Future Of Customer AnalyticsDiscover how digital engagement raises customer expectations, pressures marketers for personalized interactions, and increases the risk of customer churn if brands fall short.
- ARTICLE SAS for acceleration of DIY customer propensity analysisDiscover how SAS Customer Intelligence 360 and SAS Viya speed up propensity analysis with automation, machine learning, and custom workflows.
- ARTICLE SAS for Anomaly Detection & Outlier SegmentationDetecting anomalies and outliers is crucial for analysts in model building, deriving propensity scores, and optimizing marketing tools.
- ARTICLE SAS for AI/ML Bias Detection and Mitigation in Customer AnalyticsAs marketers use AI and ML to boost their brands, understanding and addressing bias in predictive analytics is essential.
- ARTICLE How your clicks can drive pics just for youDiscover how SAS Customer Intelligence 360 personalizes website content in real time through “spots,” delivering targeted promotions to boost engagement and relevance.
- ARTICLE SAS for closed loop campaign management on Google & Meta AdsExplore how SAS Customer Intelligence 360 enhances online advertising, helping marketers and brands connect with customers more effectively.
- ARTICLE SAS for Customer Analytics & Real-Time Interaction Management: Analyst viewpointsSAS leads in customer analytics and real-time interaction, focusing on trust, automation, and AI-driven personalization.
- ARTICLE Customer decisioning, offer treatment prioritization & risk assessmentExplore how to drive the ideal next journey-based interaction that a customer or prospect should have with your brand.
- ARTICLE Deploying CI360 Agents into Containers or Kubernetes environmentLearn to deploy SAS Customer Intelligence 360 agents as lightweight Java programs in containers or Kubernetes, enabling integration with external systems.
- ARTICLE DIFM prebuilt machine learning recipes for propensity-based customer use casesData floods organizations in size and speed. While more data can be useful, critical insights often get buried, impacting decisions.
- ARTICLE DIFM prebuilt machine learning recipes for SAS Customer Intelligence 360Brands aim to prioritize customer convenience by anticipating needs and delivering proactive, seamless, and unobtrusive interactions.
- ARTICLE SAS for automation of DIFM customer propensity analysisSee how SAS automates customer propensity analysis with machine learning and ModelOps, enhancing targeting, personalization, and decisions.
- ARTICLE SAS for DIFM & DIY Customer Recommendation SystemsExplore DIFM and DIY recommendation use cases in martech with SAS Customer Intelligence 360 and SAS Visual Data Mining on Viya.
- ARTICLE SAS for DIY Champion-Challenger Customer Recommendation SystemsA walkthrough of how champion-challenger DIY recommendation analysis elevates support of personalized marketing.
- ARTICLE SAS for DIY & DIFM Customer SegmentationDiscover how SAS Customer Intelligence 360 and SAS Viya provide automated, customizable customer segmentation with low/no-code tools.
- ARTICLE SAS Customer Intelligence 360 Email Client PreviewsSAS Customer Intelligence 360’s Email Client Preview tests email rendering across devices and platforms, ensuring display accuracy and preventing spam issues for better engagement.
- ARTICLE SAS Customer Intelligence 360: Email Subject Line TestingSAS Customer Intelligence 360 enables A/B testing for email subject lines, helping marketers optimize campaigns by comparing open and click rates.
- ARTICLE Marketing & Data Science viewpoints - Google Analytics 4 & SASLearn how brands are increasingly investing in multiple analytics solutions, combining GA4's user-friendly reports with SAS's robust modeling capabilities.
- ARTICLE Net Lift Modeling For Campaign Management, Return Maximization & IncrementalityDiscover how SAS Customer Intelligence 360 uses first-party data, predictive analytics, and machine learning to enhance customer decisions across channel touchpoints.
- ARTICLE Learn More About the New SAS TagThe new SAS tag (Ot2) is a faster, smaller, and more secure JavaScript file that enhances data collection and personalization.
- ARTICLE Real-Time customer recommendation systems for Data-In-MotionMove from offline to online training and scoring for real-time use cases with streaming data.
- ARTICLE Updates for Schema 14 in the UDMLearn more about the UDM/CDM updates and deprications for Schema 14.
- ARTICLE Updates for Schema 15 in the UDMLearn more about the UDM/CDM updates and deprecations for Schema 15.
- ARTICLE SAS for Supervised Learning and Profit Matrices in MartechLearn how SAS’s Profit Matrix optimizes marketing actions using supervised learning to maximize expected profits from first-party data.
- ARTICLE Updates for Schema 16 in the UDM and CDMLearn more about the UDM/CDM updates and deprecations for Schema 16.
- ARTICLE Pricing Personalization, Net Revenue Optimization & Marketing InterventionsCustomer-centric pricing transforms business by using data insights to personalize offers for each buyer, online or in-store.
- BLOG POST Is your CDP living up to its promise?Effective CDPs tackle MarTech challenges—discover SAS's solution with native architecture, real-time capabilities, and composability.
- BLOG POST Composable CDP: Part of the CDP word salad or worth considering?Keep data where you want it—SAS’s hybrid architecture lets you use data without full migration.
- BLOG POST 4 ways the crumbling cookie could improve customer experienceBrands delivering analytically-driven, personalized CX at scale will gain an edge in a cookie-less world.
- BLOG POST Gain simplicity, speed, control and results with a CDP powered by SAS and SnowflakeDiscover the powerful value SAS and Snowflake Data Cloud bring together in one compelling solution.
- BLOG POST How integrating generative AI with SAS Customer Intelligence 360 helps modern digital marketersJoin us to explore AI-powered marketing assistants and see how SAS Customer Intelligence 360 is transforming marketing.
- BLOG POST 3 reasons why marketers need SAS for customer analyticsCustomer analytics drives personalization, with SAS leading in trusted analytics, integrating data sources, and ensuring responsible AI.
- BLOG POST 3 reasons to make the move from your marketing cloud to SASMarketing clouds struggle with integration, hurting personalization. Discover SAS’s unified platform for real-time personalization, data ownership, and predictable costs.
- BLOG POST How to create a world-class customer experience with dataTo build a world-class customer experience, marketers must prioritize data management, personalization, transparency, and ethical data use.
- TECHNICAL USE CASE Building a Cart Abandonment Real Time Journey in SAS Customer Intelligence 360Recover lost sales with a real-time cart abandonment journey in SAS CI360. Send personalized reminders via SMS, email, or push to users who left items in their cart.
- TECHNICAL USE CASE Creating an Onboarding Scheduled Journey in SAS Customer Intelligence 360Learn how to automate customer onboarding with scheduled journeys in SAS Customer Intelligence 360.
- VIDEO TUTORIAL Data Collection OverviewUse the SAS Customer Intelligence 360 interface to collect and store website, mobile, and identity data, gaining actionable customer insights in few steps.
- DEMO SAS Customer Intelligence 360 AudiencesThis interactive demo shows how the Audience feature quickly accesses customer data via direct connections to cloud databases like Snowflake and BigQuery.
- DEMO SAS Customer Intelligence 360 Overview DemoIn this interactive demo, discover the most exciting features of SAS Customer Intelligence 360.
- DEMO SAS Customer Intelligence 360 A/B TestingThis interactive demo guides you in creating an A/B test for website personalization, viewing it in action, and analyzing performance insights.
- DEMO AI Marketing AssistantLeverages generative AI to get inspired, brainstorm alternative ideas, and increase your efficiency and creative potential, ultimately shorten the time-to-market for new initiatives.
- DEMO How to create a simple recurring birthday campaign with use of calculated itemsThis interactive demo teaches you to create a Birthday Campaign, define a calculated item, and set up a Mobile Push Notification.
- DEMO Combining channels into a seamless customer experienceThis demo lets you interact with the SAS Customer Intelligence 360 interface to design an omnichannel customer journey.
- DEMO How to create a credit card cross-sell campaignThis interactive demo shows you how to create a Credit Card cross-sell campaign, assign a customer segment, and build alternate customer journey paths.
- DEMO SAS for customer journey building and designThis session demonstrates SAS Customer Intelligence 360's customer journey design, highlighting support for diverse engagement strategies.
- DEMO SAS for customer next best experiencesA technology demo showcasing SAS Customer Intelligence 360 and SAS Viya for marketers, analysts, and data scientists.
- DEMO SAS Customer Intelligence 360 Customer SegmentationThis interactive demo explores segment-building in the UI, offering a hands-on look at the software’s capabilities.
- DEMO SAS for Digital Customer Analytic Measurement & ReportingExplore a technology demonstration about augmented dashboards, reporting and measurement for SAS Customer Intelligence 360 users.
- DEMO Experience a day as a marketer facing daily challengesThis interactive demo lets you engage directly with the SAS Customer Intelligence 360 interface like a marketer.
- DEMO SAS Customer Intelligence 360 Facebook Audience ConnectorThis interactive demo shows how to set up a Facebook Audience connector, with 'Back,' 'Next,' or flashing beacon navigation.
- DEMO SAS Customer Intelligence 360 Facebook Audiences TaskThis interactive demo shows how to set up a Facebook Audience task, with 'Back,' 'Next,' or flashing beacon navigation.
- DEMO SAS Customer Intelligence 360 Google Ads ConnectorThis interactive demo teaches you to set up a Google Ads connector, navigating with 'Back,' 'Next,' or the flashing beacon.
- DEMO SAS Customer Intelligence 360 Google Ads TaskThis interactive demo shows you how to create a Google Ads task, with 'Back,' 'Next,' or beacon navigation.
- DEMO Launch SAS Customer Intelligence 360 from the AWS Marketplace.A step-by-step introduction on how to make the deployment of SAS Customer Intelligence 360 as easy as it's never been!
- DEMO SAS for Multi-Session & Multi-Touchpoint Customer JourneysDemo covers Customer Journey Activation, Behavioral Monitoring, Supervised Learning, Decisioning, Offer Optimization, and Reinforcement Learning.
- DEMO SAS Customer Intelligence 360 MVT TestingThis interactive demo shows you how to create a Multivariate Test for your website, select test spots, and assign variants.
- DEMO SAS for Synthetic Data Generation in MartechSee how SAS empowers data scientists and analysts (high, low, or no-code) to generate synthetic data methodically.
- TECHNICAL USE CASE DIFM Prebuilt Machine Learning Recipes For Propensity-Based Customer Use CasesDIFM ML recipes streamline data science by auto-building models to solve business problems with minimal user input.
- DOCUMENTATION About GDPR supportStay informed on the latest GDPR guidelines, empowering individuals with more control over their data use by organizations.
- DOCUMENTATION Define Traffic SourcesExplore traffic sources in SAS Customer Intelligence 360. Customers are assigned based on site arrival, with data populated automatically, by your rules, or built-in settings.
- DOCUMENTATION SAS Customer Intelligence 360 Release NotesStay updated on SAS Customer Intelligence 360 features in the SAS Support Community.
- DOCUMENTATION About roles & licensesExplore roles in SAS Customer Intelligence 360. Your license defines functionalities, while your role determines accessible menu items and pages.
- WEBINAR Drive Email Campaigns Based on Website and Mobile App BehaviorLearn how to connect email, web, and mobile app activity through demonstrated use case examples.
- DOCUMENTATION SAS® Customer Intelligence 360: Developer’s Guide for mobile applicationsThe mobile SDK for SAS Customer Intelligence 360 helps app developers integrate event collection and managed content into native applications.
- DOCUMENTATION SAS® Customer Intelligence 360: Environment Setup GuideThis documentation covers tasks that administrators need to perform when they first sign in to SAS Customer Intelligence 360.
- E-BOOK Marketing attribution: Giving credit where credit is dueMarketing attribution analyzes the impact of interactions to guide investment decisions, tackling the challenge of ever-growing customer data.
- VIDEO TUTORIAL Functionality and TerminologyUnderstand the three core components of SAS Customer Intelligence 360: data sources, foundation solution, and connected destinations.
- WEBINAR Getting the Most From the New Task Design Experience in Customer Intelligence 360Learn how the new campaign task design experience empowers you to manage creatives more flexibly, personalize marketing content, and apply best practices for building effective, campaign-supporting tasks.
- VIDEO TUTORIAL Installing the Android Mobile SDKLearn how to add the CI 360 Mobile SDK on Android and initialize it.
- WEBINAR Mapping Digital Events to Customer Journeys: Strategies for Data-Driven SuccessLearn how to personalize web and mobile experiences to boost conversions, configure behavior and identity tracking effectively, and explore key data tables for deeper insights.
- ARTICLE SAS Customer Intelligence 360 Mobile App MessagesDiscover SAS Customer Intelligence 360’s two mobile message types: In-App Messages, shown during app use, and Push Notifications, sent when inactive to boost engagement.
- VIDEO TUTORIAL Monitoring Email InsightsLearn how to use Insights to analyze, view, and interpret performance results. Understand what drives your marketing efficiency and effectiveness.
- TECHNICAL USE CASE Net Lift Modeling For Campaign Management, Return Maximization & IncrementalityOptimize campaign ROI by targeting customers most influenced by marketing, excluding those likely to convert without intervention.
- VIDEO TUTORIAL Overview of AudiencesLearn how to create Audiences, build segmentation, and activate them within SAS Customer Intelligence 360.
- TECHNICAL USE CASE Pricing Personalization, Net Revenue Optimization & Marketing InterventionsUse data-driven pricing to influence purchase behavior and loyalty by tailoring offers to each buyer across digital and in-store channels.
- TECHNICAL USE CASE Real-Time Customer Recommendation Systems For Data-In-MotionDeliver real-time, personalized customer experiences with AI-driven recommendation systems that adapt to shifting attention.
- DOCUMENTATION SAS Customer Intelligence 360 Customer Guide: features, facts and benefits, briefly explained.Use this SAS Support Community space to see what's new in SAS Customer Intelligence 360.
- BOOKMARK Product DocumentationExplore these resources to learn about SAS Customer Intelligence 360. Choose topics to start or search the full guide set.
- BOOKMARK Users Group at SAS CommunitiesConnect with local SAS users to build professional and personal networks, get answers to questions, and learn about new SAS offerings.
- VIDEO TUTORIAL SAS Customer Intelligence 360 Homepage OverviewLearn to navigate and consume key data like notifications, performance results, and relevant items efficiently.
- TECHNICAL USE CASE SAS for Closed Loop Campaign Management On Google & Meta AdsSAS CI 360 connects planning, activation, and AI to optimize campaigns and customer journeys on Google and Meta platforms.
- 7-DAY FREE TRIAL SAS Learning SubscriptionUnlock on-demand courses with short videos, quizzes and activities to solidify your learning.
- VIDEO TUTORIAL Installing the iOS Mobile SDKLearn how to add the CI 360 Mobile SDK on IOS and initialize it.
- VIDEO TUTORIAL Adding an Android Interstitial SpotLearn the steps needed to display an interstitial ad in your Android application.
- VIDEO TUTORIAL SAS Customer Intelligence 360 Channel Integrations with Custom Task Types (Part 1)Custom Task Types in SAS Customer Intelligence 360 let administrators configure new tasks for marketing users, leveraging existing connector integrations.
- VIDEO TUTORIAL SAS Customer Intelligence 360 Channel Integrations with Custom Task Types (Part 2)In this second Custom Task Types tutorial, learn to integrate with a third-party service using another provider and configuration.
- VIDEO TUTORIAL Adding an iOS Interstitial SpotLearn the steps needed to display an interstitial ad in your IOS application.
- WEBINAR Virtual Customer Connect with ICA BankenJoin our Customer Intelligence 360 community webinar featuring ICA Banken Sweden, sharing real use cases, success stories, and expert tips.
- WEBINAR Virtual Customer Connect with Komerční bankaJoin our Customer Intelligence 360 community webinar featuring Komerční banka, sharing real use cases, success stories, and expert tips.
- WEBINAR Making Generative AI Real through Industry-focused Digital AssistantsLarge language models are revolutionizing AI in daily life, enhancing service quality as organizations harness this technology.
- WEBINAR Striking the Perfect Balance Creating Audiences with Agility and ControlLearn how SAS Customer Intelligence 360 helps marketers create agile, precisely targeted audiences with dynamic, real-time control.
- VIDEO TUTORIAL What Are Real-time Journeys?Get started by developing and executing real-time journeys that deliver personalized digital interactions for customers and visitors within an omni-channel environment.
- WHITE PAPER Navigating the uncertain world of third-party cookiesWith third-party cookie uncertainty, marketers must deliver real-time, valuable content and communications that meet customers in the moment.
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- SAS Model Risk Management
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- WEBINAR Accelerate Model Deployment with SAS Dynamic Actuarial Modeling on SAS ViyaDiscover how SAS Viya accelerates actuarial modeling with AI, cloud scalability, and seamless integration for smarter insurance decisions.
- WEBINAR Unlocking More Value from Your Model Risk Management ProgramExplore how enhanced Model Risk Management tools help meet evolving AI regulations, streamline compliance, and drive strategic value.
- BLOG POST How to Create Allocation Schemes in SAS Asset and Liability Management on SAS ViyaThis blog post explains how to create allocation schemes, helping banks strategically allocate growth across products based on business plans and test different allocation strategies.
- BLOG POST How to Create a Business Evolution Plan in SAS ALM on ViyaCreating accurate projections for your bank's balance sheet can be challenging when different departments have varying growth expectations. Without a structured method, this process often becomes based on educated guesses rather than data.
- BLOG POST Model Risk in BankingUnderstand how SAS Model Risk Management can be useful in managing your credit risk models.
- BLOG POST Mastering Data Quality Controls in SAS ALM on ViyaThis post explains SAS ALM on Viya's data quality features and offers tips for setting up strong controls.
- WEBINAR Modernizing Risk Modeling and DecisioningThis webinar demonstrates how our software helps analysts efficiently develop, deploy, and monitor risk models.
- BLOG POST Adding New Parameters in SAS Allowance for Credit LossCustomizable parameters enable users to modify scripts, adapting to unique business requirements and scenarios.
- VIDEO TUTORIAL How to Prepare and Analyze Data for Optimization WorkflowExamine the process of identifying the data that will be utilized within a SAS Dynamic Actuarial Modeling Workflow.
- VIDEO TUTORIAL How to Publish a ModelLearn how to publish a model for consumption within SAS Dynamic Actuarial Modeling.
- VIDEO TUTORIAL How to Register ModelsLearn how to register models that would be used in your SAS Dynamic Actuarial Modeling Workflow.
- VIDEO TUTORIAL How to Create a CycleLearn how to create a cycle in SAS Dynamic Actuarial Modeling
- BLOG POST Perform Credit Risk Analysis with Forecast TimeFinancial institutions face challenges in projecting assets and liabilities under stress, but the SAS Stress Testing Solution simplifies the process.
- BLOG POST Resilient Finance: SAS Stress Testing Calculation ProcessStress testing assesses financial institutions' resilience to economic challenges, evaluating losses, capital, liquidity, and ensuring stability and compliance.
- BLOG POST Stress Testing: The Macro vs Micro Battle in Risk ManagementStress testing includes two approaches: Top-Down (macro) for systemic stability and Bottom-Up (micro) for firm-specific risks.
- BLOG POST The Role of Qualitative Factors When Calculating Expected Credit Loss in SAS ACLWhen calculating expected credit loss (ECL), it's crucial to incorporate both quantitative and qualitative factors to ensure a comprehensive and accurate assessment.
- BLOG POST Using an Attribution Template to Support Calculating Expected Credit LossAn attribution template ensures accurate, efficient ECL calculation by defining input data, output variables, and attribution factors.
- BLOG POST Using Existing Interactions to Understand the Basics of InteractionsInteractions in SAS Model Risk Management are a powerful tool that allow you to control how users interact with the solution and how different components interact with each other.
- VIDEO TUTORIAL How to Integrate SAS Model Manager with SAS Model Risk ManagementOverview of how SAS Model Risk Management can integrate models built within SAS Model Manager.
- VIDEO TUTORIAL How to Develop the Model Changes as a Model DeveloperDemonstration using SAS Model Risk Management for a model developer to initialize model changes.
- VIDEO TUTORIAL How to Create and Submit a Model Change Request as a Model UserDemonstration on how a model user can manage a model change request.
- BLOG POST Working with Risk Pipelines in SAS Risk EngineMaster configuring risk pipelines for detailed risk analysis, utilizing risk methods and output variables.
- BLOG POST Performing Risk Analyses with Risk Pipelines in SAS Risk EngineLeverage risk pipelines to easily create, score, and assess risk environments with minimal coding.
- BLOG POST Testing Configuration Options for Job Flows in SAS Solution for IFRS 17Test configuration options to evaluate their impact on calculation outcomes and results.
- BLOG POST Navigating SAS Model Risk Management: Balancing Security and Operational EfficiencyStrengthen compliance and oversight by implementing secure, efficient access controls in model risk management.
- BLOG POST Amending a Financial Report in SAS Solution for IFRS 17Customize financial reports for compliance, efficiency, and adaptability to business needs.
- BLOG POST Advanced Configuration of a Shock in SAS Risk Factor ManagerThis post explores advanced shock configurations in SAS Risk Factor Manager to enhance your risk management models.
- BLOG POST Understanding Expected Credit Loss with SAS Allowance for Credit LossCredit loss estimations comply with CECL and IFRS9, ensuring accurate and transparent regulatory reporting.
- BLOG POST Adding a New Configuration Set to SAS Solution for IFRS 17Add and configure custom settings using Excel workbooks and validation rules.
- BLOG POST Making Manual Adjustments in SAS Solution for IFRS 17Learn how to make manual adjustments to financial statements for accuracy and up-to-date reporting.
- BLOG POST Understanding Models in SAS Allowance for Credit LossCurve methodologies in credit loss models estimate risk and expected losses under various scenarios.
- BLOG POST The Workflow Process in the SAS Stress Testing SolutionInstitutions can project asset risks, calculate credit losses, and fulfill regulatory obligations with stress testing.
- BLOG POST The Benefits of using SAS Allowance for Credit Loss for your CECL and IFRS9 NeedsStreamlined workflows, precise calculations, and centralized data control enhance CECL and IFRS9 compliance.
- BLOG POST Meet the Challenges of Enterprise Stress Testing with the SAS Solution for Stress TestingConduct stress tests to ensure financial resilience and meet regulatory requirements with a customizable solution.
- BLOG POST Adding a Custom Excel Based Report in SAS Solution for IFRS 17Add or modify Excel-based reports with this easy-to-follow step-by-step guide.
- BLOG POST What are the Allocation Rules in SAS Allowance for Credit LossAllocation rules define how adjustments are applied to credit loss assessments, specifying value and methods.
- BLOG POST Applying Individual Adjustments in SAS Allowance for Credit LossIndividual adjustments refine credit risk calculations by considering borrower, collateral, and industry-specific factors.
- BLOG POST How to Import and Export Scenarios and Shocks in SAS Risk Factor Manager on ViyaThis post guides you through importing and exporting scenarios in SAS Risk Factor Manager for efficient risk management.
- BLOG POST Exploring the Business Objects within the SAS Model Risk Management SolutionFocus on business objects in model risk management to improve functionality, workflows, and overall efficiency.
- BLOG POST Acceptance and Prevalence of AI-ML Models in Insurance ModelingAI and ML enhance insurance modeling, refining claim frequency, severity, and pure premium predictions.
- BLOG POST Gradient Boosting in Insurance ModelingGradient boosting improves insurance modeling by handling complex data and enhancing predictive accuracy and interpretability.
- BLOG POST Customizing a Workflow in SAS Solution for IFRS 17Tailor Excel workflows to align with specific business requirements and goals.
- BLOG POST Testing a task related macro in SAS Solution for IFRS 17Execute, debug, and test macros related to tasks for smooth functionality.
- BLOG POST GAMs in Insurance ModelingGAMs offer flexible, non-linear relationships in insurance modeling, improving risk assessment and policy pricing.
- BLOG POST Adding Custom Report in SAS Solution for IFRS 17 DashboardAdd custom reports to dashboards with clear steps for creation and integration.
- BLOG POST The Great Balancing Act: An ALM Tale of Two BanksThis blog explores modern ALM through two fictional banks, highlighting contrasting strategies and future insights.
- BLOG POST Adding New Data Quality Rules in SAS Solution for IFRS 17Introduce and test new data quality rules to ensure accurate reporting.
- BLOG POST Innovative Excellence: The Outstanding Features of SAS Model Risk Management (As of 2024.07)Utilize comprehensive software for managing model risk with customizable workflows, automation, and AI-driven governance.
- BLOG POST Simplifying Data Ingestion in ALM on Viya: Best PracticesThis post simplifies data ingestion for ALM on SAS Viya, offering tips to streamline your workflow.
- BLOG POST Stress Testing: A Cornerstone of Modern Risk ManagementEvaluating financial resilience, projecting credit risks, and ensuring compliance through advanced stress testing analytics.
- BLOG POST Understanding Banking Strategies: A Wardrobe-Inspired Guide to basic ALM ConceptsThis post simplifies key concepts like Business Evolution Plans, Allocation Schemes, and Synthetic Instruments for everyone.
- BLOG POST A Brief Overview of SAS Viya Applications Involved in MRM CustomizationOptimize model risk management with customizable tools to enhance control and improve decision-making efficiency.
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- BLOG POST Efiling in SAS Anti Money Laundering Streamline e-filing in SAS Anti-Money Laundering with automated validation, generation, and submission processes.
- BLOG POST Overview of Customer Segmentation in SAS Anti Money Laundering Enhance customer segmentation with automated tools in SAS Anti-Money Laundering for improved compliance and efficiency.
- BLOG POST Configuring Analytics Reports for SAS Anti Money Laundering Configure analytics reports in SAS Anti-Money Laundering using SAS Visual Analytics.
- BLOG POST Searching in SAS Anti-Money Laundering: Form Searches and Advanced Searches Perform targeted and advanced searches in SAS Anti-Money Laundering for efficient investigations.
- BLOG POST Searching in SAS Anti-Money Laundering: Global Search Utilize global search in SAS Anti-Money Laundering for comprehensive data discovery.
- BLOG POST Enhanced Due Diligence Review Process Conduct efficient enhanced due diligence reviews in SAS Customer Due Diligence.
- BLOG POST Customer Risk Ranking Process Flow Automate customer risk ranking in SAS Customer Due Diligence for effective alert management.
- BLOG POST What is Watchlist Monitoring? Monitor watchlists in SAS Anti-Money Laundering to detect potential sanctions targets.
- BLOG POST SAR90 Case Process Flow Manage SAR90 cases in SAS Anti-Money Laundering with predefined workflows and documentation.
- BLOG POST Scenarios in SAS Visual Investigator Design and implement scenarios in SAS Visual Investigator to detect suspicious activities.
- BLOG POST Using a Lookback in Scenarios: Lookback Basics Implement lookback options in SAS Visual Investigator for effective scenario aggregation.
- VIDEO TUTORIAL Alert Generation Overview Generate alerts in SAS Anti-Money Laundering using scenario-fired and alerting events.
- VIDEO TUTORIAL Searching for Entities Perform global and targeted searches in SAS Anti-Money Laundering for thorough investigations.
- VIDEO TUTORIAL Creating a Manual Alert Create manual alerts in SAS Anti-Money Laundering for enhanced monitoring and compliance.
- VIDEO TUTORIAL SAR90 Case Process Flow Manage SAR90 cases in SAS Anti-Money Laundering with predefined workflows and documentation.
- BLOG POST Making a List and Checking it Twice: Configuring Advanced Lists Configure advanced lists in SAS Fraud Decisioning for enhanced transaction processing.
- BLOG POST What is the difference between SAS Fraud Management and SAS Fraud Decisioning Compare SAS Fraud Management and SAS Fraud Decisioning for real-time payment fraud detection.
- BLOG POST What are Organizations in SAS Fraud Decisioning? Configure organizations in SAS Fraud Decisioning to address specific business decisioning needs.
- BLOG POST Alert Servicing in SAS Alert Triage Prioritize and manage alerts in SAS Alert Triage using priority and direct servicing methods.
- BLOG POST An Overview of Tripwires in SAS Law Enforcement Intelligence - SAS Support CommunitiesUtilize tripwires in SAS Law Enforcement Intelligence for real-time notifications and monitoring.
- BLOG POST Warning: Risk of Serious Harm! - SAS Support Communities Leverage SAS Law Enforcement Intelligence for timely alerts and proactive monitoring.
- BLOG POST Thoughts of a Crime Show Junkie: Inadmissible Evidence Streamline evidence documentation in SAS Law Enforcement Intelligence for accuracy and efficiency.
- BLOG POST Introduction to the SAS Law Enforcement Intelligence Diagram Section Selector Use SAS Law Enforcement Intelligence Diagram for efficient suspect identification and documentation.
- BLOG POST My Searches Life Hack for Law Enforcement Enhance efficiency with SAS Law Enforcement Intelligence's My Searches for quick, tailored results.
- BLOG POST Effective Markup of Unstructured Text - Part 1 Automate text markup in SAS Law Enforcement Intelligence for organized, searchable data.
- BLOG POST Effective Markup of Unstructured Text – Part 2 Refine concept properties in SAS Law Enforcement Intelligence for precise data organization.
- BLOG POST Top 3 Reasons Bookmarks are an Asset Utilize bookmarks in SAS Law Enforcement Intelligence for quick access and error reduction.
- BLOG POST Managing Confidential Informants in SAS Law Enforcement Intelligence Securely manage informant data in SAS Law Enforcement Intelligence for controlled access.
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