This Course is designed for students at the Intermediate level.
This Course has been rated by CoListy with a score based on our internal evaluation metrics.
This Course provides content in Visual format.
This Course awards a None upon successful completion of all learning tasks.
Generative Artificial Intelligence (GenAI) is revolutionizing machine learning with groundbreaking applications across industries like business, government, and academia. This course on GenAI using SAS offers a comprehensive approach to mastering the techniques and tools that drive these innovations. Designed to be flexible, lessons are released incrementally, allowing learners to work at their own pace.
Participants will gain a thorough understanding of GenAI, its role within the broader AI landscape, and its transformative potential. The course explores various types of generative systems, including Synthetic Minority Oversampling Technique (SMOTE) and Generative Adversarial Networks (GANs), alongside the capabilities of Large Language Models (LLMs) such as BERT. These tools are not only introduced conceptually but also demonstrated practically using SAS technologies, enabling learners to generate synthetic data, classify text, and implement Retrieval-Augmented Generation (RAG) pipelines.
The curriculum emphasizes responsible AI innovation, equipping learners to balance risks and opportunities effectively. SAS’s tools ensure a trustworthy AI system by focusing on analytics life cycles and the data chain of custody. From attention-based models to transformers and embeddings, the course provides a deep dive into the mechanics of generative AI, offering real-world examples to enhance understanding.
While a background in statistics and machine learning is recommended, the course caters to a broad audience eager to harness SAS’s capabilities for data generation and AI-powered decision-making. It also highlights the significant advancements made in no-code and low-code AI solutions, empowering even non-technical users to generate synthetic data and SAS code automatically.
Embark on this journey to master GenAI with SAS and transform how you approach data-driven innovation. Whether you’re looking to refine your analytics skills or explore cutting-edge AI techniques, this course provides the tools and knowledge to excel.
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