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Foundation Tools
• Programming

  • Título	Nivel	Modalidades de capacitación
    Programmation SAS : devenez expert en 2 mois (et sans vous déplacer !)	0 No level
    SAS Enterprise Guide 8: What's New	1 Beginner
    SAS Programming 1: Essentials	2 Fundamental
    Exploring SAS Studio for SAS Programmers	3 Intermediate
    Exporting SAS Data Sets and Creating ODS Files for Microsoft Excel	3 Intermediate
    Introduction to SAS and Hadoop	3 Intermediate
    Introduction to SAS/ACCESS Interface to Teradata	3 Intermediate
    ODS Graphics: Essentials	3 Intermediate
    Programming for SAS Viya	3 Intermediate
    SAS Certification Review: SAS 9.4 Base Programming Performance-Based Exam	3 Intermediate
    SAS Enterprise Guide for Experienced SAS Programmers	3 Intermediate
    SAS Programming 2: Data Manipulation Techniques	3 Intermediate
    SAS Report Writing	3 Intermediate
    SAS SQL 1: Essentials	3 Intermediate
    SAS/GRAPH: Essentials	3 Intermediate
    Writing a Custom Task for SAS Studio	3 Intermediate
    SAS Macro Language 1: Essentials	4 Expert
    SAS Macro Language 2: Advanced Techniques	4 Expert
    SAS Programming 3: Advanced Techniques and Efficiencies	4 Expert

• SAS Grid Manager

  • Título	Nivel	Modalidades de capacitación
    SAS Grid Computing for Programmers	3 Intermediate
    SAS Grid Manager Administration	3 Intermediate
    SAS Platform Administration: Getting Started	3 Intermediate
    SAS Programming on the Grid	3 Intermediate

• SAS Enterprise Guide

  • Título	Nivel	Modalidades de capacitación
    SAS Enterprise Guide 1: Querying and Reporting	1 Beginner
    SAS Enterprise Guide 8: What's New	1 Beginner
    Creating Reports and Graphs with SAS Enterprise Guide	2 Fundamental
    SAS Enterprise Guide 2: Advanced Tasks and Querying	2 Fundamental
    Administering SAS Office Analytics and SAS Enterprise Guide	3 Intermediate
    SAS Enterprise Guide for Experienced SAS Programmers	3 Intermediate
    SAS® Enterprise Guide®: ANOVA, Regresión y Regresión Logistica	3 Intermediate

  Advanced Analytics
• Statistical Analysis

  • Título	Nivel	Modalidades de capacitación
    Introduction to Statistical Concepts	1 Beginner
    Programming with SAS/IML Software	2 Fundamental
    Statistics 1: Introduction to ANOVA, Regression, and Logistic Regression	2 Fundamental
    Analytics: Putting It All to Work	3 Intermediate
    Categorical Data Analysis Using Logistic Regression	3 Intermediate
    Conjoint Analysis: Evaluating Consumer Preferences Using SAS Software	3 Intermediate
    Determining Power and Sample Size Using SAS/STAT Software	3 Intermediate
    Discrete Choice Modeling Using SAS Software	3 Intermediate
    Establishing Causal Inferences: Propensity Score Matching, Heckman's Two-Stage Model, Interrupted Time Series, and Regression Discontinuity Models	3 Intermediate
    Fitting Poisson Regression Models Using the GENMOD Procedure	3 Intermediate
    SAS Programming for R Users	3 Intermediate
    SAS® Enterprise Guide®: ANOVA, Regresión y Regresión Logistica	3 Intermediate
    Statistical Process Control Using SAS/QC Software	3 Intermediate
    Statistics 2: ANOVA and Regression	3 Intermediate
    Survival Analysis Using the Proportional Hazards Model	3 Intermediate
    Advanced Statistical Modeling Using the NLMIXED Procedure	4 Expert
    Analyse de données multivariée	4 Expert
    Applied Clustering Techniques	4 Expert
    Bayesian Analyses Using SAS	4 Expert
    Fitting Tobit and Other Limited Dependent Variable Models	4 Expert
    Longitudinal Data Analysis Using Discrete and Continuous Responses	4 Expert
    Mixed Models Analyses Using SAS	4 Expert
    Multilevel Modeling of Hierarchical and Longitudinal Data Using SAS	4 Expert
    Probability Surveys 1: Design, Descriptive Statistics, and Analysis	4 Expert
    Profit-Driven Business Analytics	4 Expert
    Robust Regression Techniques in SAS/STAT	4 Expert
    Structural Equation Modeling Using SAS	4 Expert

• Data Scientist

  • Título	Nivel	Modalidades de capacitación
    SAS Academy for Data Science: SAS Data Curation Professional	0 No level
    SAS Advanced Analytics Professional	0 No level
    SAS Learning Subscription	0 No level
    Analytics: Putting It All to Work	3 Intermediate
    Applied Analytics Using SAS Enterprise Miner	3 Intermediate
    Building and Solving Optimization Models with SAS/OR	3 Intermediate
    Data Mining Techniques: Predictive Analytics on Big Data	3 Intermediate
    Deep Learning Using SAS Software	3 Intermediate
    Experimentation in Data Science	3 Intermediate
    Hadoop Data Management with Hive, Pig, and SAS	3 Intermediate
    Introduction to SAS and Hadoop	3 Intermediate
    Managing Models in SAS Viya	3 Intermediate
    Optimization Concepts for Data Science	3 Intermediate
    SAS Open Model Manager Usage	3 Intermediate
    SAS SQL 1: Essentials	3 Intermediate
    SAS Visual Statistics: Interactive Model Building	3 Intermediate
    SAS Viya and Python Integration for Machine Learning	3 Intermediate
    SAS® Viya® and R Integration for Machine Learning	3 Intermediate
    Social Network Analytics	3 Intermediate
    Text Analytics Using SAS Text Miner	3 Intermediate
    Using SAS to Put Open Source Models into Production	3 Intermediate
    Using SAS Forecast Server Procedures	3 Intermediate
    Using SAS Viya REST APIs with Python and R	3 Intermediate
    Advanced Analytics in a Big Data World	4 Expert
    Advanced Predictive Modeling Using SAS Enterprise Miner	4 Expert
    Decision Tree Modeling	4 Expert
    Forecasting Using SAS Software: A Programming Approach	4 Expert
    Net Lift Models: Optimizing the Impact of Your Marketing Efforts	4 Expert
    Predictive Modeling Using Logistic Regression	4 Expert
    SAS Macro Language 1: Essentials	4 Expert
    SAS Programming 3: Advanced Techniques and Efficiencies	4 Expert
    Tree-Based Machine Learning Methods in SAS Viya	4 Expert

• Forecasting and Econometrics

  • Título	Nivel	Modalidades de capacitación
    Forecasting Using Model Studio in SAS Viya	2 Fundamental
    Stationarity Testing and Other Time Series Topics	3 Intermediate
    Time Series Modeling Essentials	3 Intermediate
    Using SAS Forecast Server Procedures	3 Intermediate
    Advanced Analytics in a Big Data World	4 Expert
    Forecasting Using SAS Software: A Programming Approach	4 Expert
    State Space Modeling Essentials Using the SSM Procedure in SAS/ETS	4 Expert

• Data Mining

  • Título	Nivel	Modalidades de capacitación
    Statistics 1: Introduction to ANOVA, Regression, and Logistic Regression	2 Fundamental
    Analytics: Putting It All to Work	3 Intermediate
    Applied Analytics Using SAS Enterprise Miner	3 Intermediate
    Customer Segmentation Using SAS Enterprise Miner	3 Intermediate
    Deep Learning Using SAS Software	3 Intermediate
    Desarrollo de aplicaciones de Credit Scoring con SAS Enterprise Miner	3 Intermediate
    SAS Business Rules Manager Usage	3 Intermediate
    SAS Visual Statistics: Interactive Model Building	3 Intermediate
    Advanced Analytics in a Big Data World	4 Expert
    Advanced Predictive Modeling Using SAS Enterprise Miner	4 Expert
    Analyse de données multivariée	4 Expert
    Applied Clustering Techniques	4 Expert
    Credit Scorecard Development and Implementation	4 Expert
    Decision Tree Modeling	4 Expert
    Feature Engineering and Data Preparation for Analytics	4 Expert
    Net Lift Models: Optimizing the Impact of Your Marketing Efforts	4 Expert
    Predictive Modeling Using Logistic Regression	4 Expert

• Predictive Analytics and Machine Learning

  • Título	Nivel	Modalidades de capacitación
    Applied Analytics Using SAS Enterprise Miner	3 Intermediate
    Deep Learning Using SAS Software	3 Intermediate
    Getting Started with SAS In-Memory Statistics	3 Intermediate
    Machine Learning Using SAS Viya	3 Intermediate
    SAS Visual Statistics: Interactive Model Building	3 Intermediate
    SAS Visual Text Analytics in SAS Viya	3 Intermediate
    SAS Viya and Python Integration for Machine Learning	3 Intermediate
    SAS® Viya® and R Integration for Machine Learning	3 Intermediate
    Text Analytics Using SAS Text Miner	3 Intermediate
    Using SAS Viya REST APIs with Python and R	3 Intermediate
    Advanced Analytics in a Big Data World	4 Expert
    Advanced Predictive Modeling Using SAS Enterprise Miner	4 Expert
    Decision Tree Modeling	4 Expert
    Predictive Modeling Using Logistic Regression	4 Expert
    Profit-Driven Business Analytics	4 Expert

• Text Analytics

  • Título	Nivel	Modalidades de capacitación
    SAS Content Categorization Studio: Building Models	3 Intermediate
    SAS Contextual Analysis: Building Models	3 Intermediate
    SAS Visual Text Analytics in SAS Viya	3 Intermediate
    Text Analytics Using SAS Text Miner	3 Intermediate

• Optimization and Simulation

  • Título	Nivel	Modalidades de capacitación
    Discrete-Event Simulation with SAS® Simulation Studio	1 Beginner
    Programming with SAS/IML Software	2 Fundamental
    Building and Solving Optimization Models with SAS/OR	3 Intermediate
    Optimization Concepts for Data Science	3 Intermediate
    Optimization Concepts for Data Science and Artificial Intelligence	3 Intermediate

• JMP Statistical Analysis

  • Título	Nivel	Modalidades de capacitación
    Discrete-Event Simulation with SAS® Simulation Studio	1 Beginner
    Statistical Thinking for Industrial Problem Solving	1 Beginner
    Instant Applications Using JMP Application Builder	2 Fundamental
    JMP Learning Subscription	2 Fundamental
    JMP® Software: A Case Study Approach to Data Exploration	2 Fundamental
    JMP Pro Software: Exploring and Analyzing Patterns in Text Data	3 Intermediate
    JMP Pro: Analyzing Curves and Profiles Using the Functional Data Explorer	3 Intermediate
    JMP Software: Analyzing and Modeling Multidimensional Data	3 Intermediate
    JMP Software: Stability Analysis	3 Intermediate
    JMP Software: Statistical Process Control	3 Intermediate
    JMP® Software: Statistical Decisions Using ANOVA and Regression	3 Intermediate
    JMP Software: Classic Design of Experiments	4 Expert
    JMP Software: Custom Design of Experiments	4 Expert
    Predictive Modeling Using JMP Pro	4 Expert

  SAS Viya
• Getting Started

  • Título	Nivel	Modalidades de capacitación
    SAS Viya Enablement	1 Beginner

• Administration

  • Título	Nivel	Modalidades de capacitación
    SAS Viya Administration: Essentials	3 Intermediate
    SAS Viya Administration: Fast Track	3 Intermediate
    SAS Viya Administration: Enhanced Tasks	4 Expert

• Programming and Analytics

  • Título	Nivel	Modalidades de capacitación
    AI and Machine Learning Professional	0 No level
    The Magic of Compelling Reports and Visualizations with SAS	0 No level
    Forecasting Using Model Studio in SAS Viya	2 Fundamental
    Deep Learning Using SAS Software	3 Intermediate
    Managing Models in SAS Viya	3 Intermediate
    Optimization Concepts for Data Science and Artificial Intelligence	3 Intermediate
    Programming for SAS Viya	3 Intermediate
    SAS Visual Text Analytics in SAS Viya	3 Intermediate
    SAS Viya and Python Integration for Machine Learning	3 Intermediate
    SAS® Viya® and R Integration for Machine Learning	3 Intermediate
    Using SAS Viya REST APIs with Python and R	3 Intermediate
    Tree-Based Machine Learning Methods in SAS Viya	4 Expert

• Data Management

  • Título	Nivel	Modalidades de capacitación
    Self-Service Data Preparaton in SAS Viya	3 Intermediate

• SAS Visual Analytics in SAS Viya

  • Título	Nivel	Modalidades de capacitación
    SAS Visual Analytics 1 for SAS Viya: Basics	1 Beginner
    SAS Visual Analytics: Transitioning from SAS 9 to SAS Viya	1 Beginner
    Managing Models and Building Decisions in SAS Viya	3 Intermediate
    SAS Visual Statistics on SAS Viya: Interactive Model Building	3 Intermediate
    SAS Visual Analytics 2 for SAS Viya: Advanced	4 Expert
    SAS Visual Data Mining and Machine Learning in SAS Viya: Interactive Machine Learning	4 Expert

• Solutions in SAS Viya

  • Título	Nivel	Modalidades de capacitación
    Essential Functions of SAS® Intelligent Decisioning	0 No level
    SAS Intelligence and Investigation Management: Overview	1 Beginner
    SAS Visual Investigator: Analysis and Investigation	1 Beginner
    SAS Visual Investigator: Building the Interface	2 Fundamental
    Administering SAS Intelligence and Investigation Management	3 Intermediate
    Risk Modeling Add-on for SAS Visual Data Mining and Machine Learning: Using Credit Scoring Nodes	3 Intermediate

  Business Intelligence and Analytics
• SAS Office Analytics

  • Título	Nivel	Modalidades de capacitación
    SAS Office Analytics: Getting Started	1 Beginner
    SAS Office Analytics: Fast Track	2 Fundamental
    Administering SAS Office Analytics and SAS Enterprise Guide	3 Intermediate
    Creating Stored Processes Using SAS 2: Additional Topics	3 Intermediate

• SAS Visual Analytics

  • Título	Nivel	Modalidades de capacitación
    SAS Visual Analytics 1 for SAS9: Basics	1 Beginner
    SAS Visual Analytics: Transitioning from SAS 9 to SAS Viya	1 Beginner
    SAS Visual Analytics for SAS 9: Administering a Non-Distributed Deployment on Windows	2 Fundamental
    SAS Visual Analytics for SAS9: Using SAS Visual Data Builder	2 Fundamental
    SAS Visual Analytics for SAS 9: Fast Track	3 Intermediate
    Using SAS Theme Designer for Flex Applications	3 Intermediate
    SAS Visual Analytics 2 for SAS Viya: Advanced	4 Expert
    SAS Visual Analytics 2 for SAS9: Advanced	4 Expert

• SAS Enterprise Business Intelligence

  • Título	Nivel	Modalidades de capacitación
    Accessing SAS from Microsoft Office Applications	1 Beginner
    Creating BI Dashboards Using SAS	1 Beginner
    Creating Information Maps Using SAS	1 Beginner
    Designing, Tuning, and Maintaining SAS OLAP Cubes	1 Beginner
    Personalizing the SAS Information Delivery Portal	1 Beginner
    SAS Enterprise Guide 1: Querying and Reporting	1 Beginner
    Using SAS OLAP Cubes to Create Multidimensional Reports	1 Beginner
    Using SAS Web Report Studio	1 Beginner
    Creating Stored Processes Using SAS 1: Essentials	2 Fundamental
    Getting Started with the Platform for SAS Business Analytics	2 Fundamental
    SAS Business Intelligence Reporting: Fast Track	2 Fundamental
    SAS Platform Administration: Fast Track	2 Fundamental
    Administering SAS Office Analytics and SAS Enterprise Guide	3 Intermediate
    Creating Stored Processes Using SAS 2: Additional Topics	3 Intermediate
    Developing Applications with SAS/AF Software	3 Intermediate
    SAS Business Rules Manager Usage	3 Intermediate
    SAS Grid Computing for Programmers	3 Intermediate
    SAS Programming on the Grid	3 Intermediate
    Creating Business Intelligence for Your Organization: Fast Track	4 Expert

  Data Management
• Data Integration

  • Título	Nivel	Modalidades de capacitación
    Hadoop Data Management with Hive, Pig, and SAS	3 Intermediate
    SAS Federation Server: Accessing and Virtualizing Enterprise Data	3 Intermediate
    SAS Data Integration Studio: Fast Track	4 Expert

• Data Quality

  • Título	Nivel	Modalidades de capacitación
    DataFlux Data Management Studio: Essentials	3 Intermediate
    DataFlux Data Management Studio: Fast Track	3 Intermediate
    Leveraging the Power of the Quality Knowledge Base (QKB) in SAS Technology Components	3 Intermediate

• Data Governance

  • Título	Nivel	Modalidades de capacitación
    SAS Data Governance Essentials	3 Intermediate

• SAS/ACCESS

  • Título	Nivel	Modalidades de capacitación
    Introduction to SAS and Hadoop	3 Intermediate
    Introduction to SAS/ACCESS Interface to Teradata	3 Intermediate
    Processing Database and PC File Data with SAS/ACCESS Software	3 Intermediate

• Administration

  • Título	Nivel	Modalidades de capacitación
    SAS Platform Administration: Fast Track	2 Fundamental

  Administration
• SAS Platform

  • Título	Nivel	Modalidades de capacitación
    Installing and Configuring the SAS Intelligence Platform	2 Fundamental
    SAS Platform Administration: Fast Track	2 Fundamental
    SAS Platform Administration: Getting Started	3 Intermediate

• Application/Technology Area

  • Título	Nivel	Modalidades de capacitación
    SAS Visual Analytics for SAS 9: Administering a Non-Distributed Deployment on Windows	2 Fundamental
    UNIX Essentials	2 Fundamental
    Administering SAS Office Analytics and SAS Enterprise Guide	3 Intermediate
    SAS Grid Computing for Programmers	3 Intermediate
    SAS Grid Manager Administration	3 Intermediate
    SAS Programming on the Grid	3 Intermediate
    Using SAS Theme Designer for Flex Applications	3 Intermediate
    SAS® Platform Administration: Hands-on Troubleshooting of SAS® 9.4	4 Expert

• Solutions

  • Título	Nivel	Modalidades de capacitación
    SAS Strategy Management: Building and Managing a Scorecard Strategy	2 Fundamental
    SAS Expected Credit Loss: Solution Overview for IFRS 9	3 Intermediate
    SAS Fraud Framework: Implementing the SAS Social Network Analysis Interface	3 Intermediate
    SAS Risk and Finance Workbench: Workshop	3 Intermediate
    SAS(r) Workflow Studio and Workflow Services 9.4	3 Intermediate

  SAS Solutions
• Customer Intelligence

  • Título	Nivel	Modalidades de capacitación
    Essential Functions of SAS® Intelligent Decisioning	0 No level
    SAS Customer Intelligence 360 Learning Portal	0 No level
    SAS 360 Engage: Planning and Delivering Targeted and Personalized Digital Content	1 Beginner
    SAS Marketing Automation: Overview	1 Beginner
    SAS Marketing Automation: Diseño y Ejecución de Campañas	2 Fundamental
    SAS Real-Time Decision Manager: Creating and Managing Campaigns	2 Fundamental
    Designing the Database to Support SAS Marketing Automation	3 Intermediate
    Managing and Using the SAS Customer Intelligence Common Data Model	3 Intermediate
    SAS 360 Discover: Working with the Data Model	3 Intermediate
    SAS Marketing Automation: Administration	3 Intermediate
    SAS Marketing Automation: Advanced Campaign Design	3 Intermediate
    SAS Real-Time Decision Manager: Administration	3 Intermediate
    SAS Real-Time Decision Manager: Creating Resources for Inbound Campaigns	3 Intermediate

• Fraud and Security Intelligence

  • Título	Nivel	Modalidades de capacitación
    SAS Fraud Framework: Creating Alerts Using SAS Financial Crimes Monitor	1 Beginner
    SAS Fraud Framework: Investigating Alerts Using Social Network Analysis	1 Beginner
    SAS Fraud Management: Using Manager's Workbench	1 Beginner
    SAS Fraud Management: Using SAS Rules Studio	1 Beginner
    SAS Intelligence and Investigation Management: Overview	1 Beginner
    SAS Visual Investigator: Analysis and Investigation	1 Beginner
    SAS Visual Scenario Designer 6.3M1: Getting Started	1 Beginner
    SAS Visual Investigator: Building the Interface	2 Fundamental
    SAS Compliance Solutions 7.1: Introduction to Administration	2 Fundamental
    SAS Compliance Solutions 7.1: Overview	2 Fundamental
    SAS Enterprise Case Management: Using the Interface	2 Fundamental
    SAS Fraud Framework: Using the Social Network Analysis Interface	2 Fundamental
    Administering SAS Intelligence and Investigation Management	3 Intermediate
    SAS Fraud Framework: Implementing the SAS Social Network Analysis Interface	3 Intermediate
    Fraud Detection Using Descriptive, Predictive, and Social Network Analytics	4 Expert

• Risk Management

  • Título	Nivel	Modalidades de capacitación
    SAS Risk Governance Framework: Solution Overview	0 No level
    SAS Model Risk Management: Workshop	2 Fundamental
    SAS Risk Stratum: Solution Overview for IFRS 9	2 Fundamental
    Credit Risk Modeling	3 Intermediate
    Risk Modeling Add-on for SAS Visual Data Mining and Machine Learning: Using Credit Scoring Nodes	3 Intermediate
    SAS Business Rules Manager: Applications for Risk Solutions	3 Intermediate
    SAS Enterprise GRC: Overview	3 Intermediate
    SAS Expected Credit Loss for CECL: Using the Solution	3 Intermediate
    SAS Expected Credit Loss: Solution Overview for IFRS 9	3 Intermediate
    SAS Expected Credit Loss: Workshop	3 Intermediate
    SAS Infrastructure for Risk Management 3.6: Overview	3 Intermediate
    SAS Model Implementation Platform: Using the Solution	3 Intermediate
    SAS Risk and Finance Workbench: Workshop	3 Intermediate
    SAS Risk Dimensions: Configuration and Analysis	3 Intermediate
    SAS Risk Modeling: Using the Solution	3 Intermediate
    SAS Risk Stratum for CECL: Workshop	3 Intermediate
    SAS Risk Stratum: Data Preparation, Configuration, and Administration	3 Intermediate
    SAS Risk Stratum: Solution Overview for CECL	3 Intermediate
    SAS Risk Stratum: Working with Models	3 Intermediate
    Credit Scorecard Development and Implementation	4 Expert

• Integrated Merchandise Planning

  • Título	Nivel	Modalidades de capacitación
    Solution Orientation for SAS Size Optimization	2 Fundamental
    Using SAS Pack Optimization	2 Fundamental
    Using SAS Size Profiling	2 Fundamental

• Health and Life Sciences

  • Título	Nivel	Modalidades de capacitación
    SAS Programming 1: Essentials	2 Fundamental
    Statistics 1: Introduction to ANOVA, Regression, and Logistic Regression	2 Fundamental
    Establishing Causal Inferences: Propensity Score Matching, Heckman's Two-Stage Model, Interrupted Time Series, and Regression Discontinuity Models	3 Intermediate
    SAS Programming 2: Data Manipulation Techniques	3 Intermediate
    SAS Report Writing	3 Intermediate
    SAS Macro Language 1: Essentials	4 Expert

• Supply Chain Intelligence

  • Título	Nivel	Modalidades de capacitación
    SAS Collaborative Planning Workbench 5.2: Using the Solution	2 Fundamental
    SAS Demand-Driven Planning and Optimization 5.2: Solution Orientation	2 Fundamental
    SAS Forecast Analyst Workbench 5.2 : Using the Solution	2 Fundamental

• Performance Management

  • Título	Nivel	Modalidades de capacitación
    Modeling Cost Using SAS Cost and Profitability Management 8.1	2 Fundamental
    SAS Strategy Management: Building and Managing a Scorecard Strategy	2 Fundamental
    SAS® Energy Forecasting Solution: Introduction	2 Fundamental
    What's New with SAS Cost and Profitability Management 8.1	2 Fundamental
    Data Integration for SAS Activity-Based Management 7.x	3 Intermediate
    SAS Activity-Based Management 7.x Advanced Reporting and Analysis	3 Intermediate
    SAS Financial Management: Financial Planning	3 Intermediate
    SAS Financial Management: Financial Reporting	3 Intermediate
    SAS Financial Management: Reporting and Planning Fast Track	3 Intermediate
    Using SAS Tools for Profitability Performance Management	3 Intermediate
    SAS Financial Management 5.4: Data Administration	4 Expert

  Internet of Things
• Internet of Things

  • Título	Nivel	Modalidades de capacitación
    SAS® Energy Forecasting Solution: Introduction	2 Fundamental