Title	Level	Training Formats
Using SAS Viya REST APIs with Python and R In this course, you learn to use the R and Python APIs to take control of SAS Cloud Analytic Services (CAS) and submit actions from Jupyter Notebook. You learn to upload data into the in-memory distributed environment, analyze data, and create predictive models on CAS using familiar open-source functionality via the SWAT (SAS Wrapper for Analytics Transfer) package.	3 Intermediate
Deep Learning Using SAS Software This course introduces the pivotal components of deep learning. You learn how to build deep feedforward, convolutional, and recurrent networks. Neural networks are used to solve problems that include traditional classification, image classification, and sequence-dependent outcomes. The course contains a healthy mix of theory and application. Hands-on demonstration and practice problems are included to reinforce key concepts. Hyperparameter search methods are described and demonstrated to find an optimal set of deep learning models. Lastly, transfer learning is covered because the emergence of this field has shown promise in deep learning.	3 Intermediate
FDP - Shaping an Analytics Curriculum (A SAS & Open Source Approach) This outline is provisional and subject to change.The Faculty Development Program (FDP) teaches you fundamental concepts and relevant techniques in analytics and machine learning using a powerful mix of SAS and open-source programming languages. The course also enables you to explore academic and collaborative opportunities with SAS in the area of advance analytics for designing better curriculum and effective pedagogy.	0 No level
Machine Learning with SAS DescriptionThis short course uses an interactive approach to introduce you to visualization, model assessment, and model deployment while introducing you to a variety of machine learning techniques.Please note: This is a taster course providing an overview of the listed SAS tool(s) and capabilities. For more comprehensive training, please consider the SAS Visual Data Mining and Machine Learning in SAS Viya: Interactive Machine Learning course. Attendees who complete this short course and wish to complete the associated comprehensive training may be eligible for a discount.	1 Beginner