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Advanced Generative AI Topics
QAS Self Study
Intermediate Knowledge Level
Last reviewed Nov 26, 2024 at 12:00 AM
CPE Credits Awarded: 1.2
Fields of Study: Information Technology
Tags: GenAI
Module Overview
Welcome to the Advanced Generative AI training. This training explores cutting-edge techniques and strategies that elevate AI’s performance and capabilities. As AI continues to advance and change the accounting and finance sectors, understanding these advanced concepts is important for staying ahead in the field. This training will cover topics such as fine-tuning, multi-agent systems, tool integration, advanced prompting techniques, and retrieval-augmented generation (RAG). You’ll explore how these innovations are reshaping decision-making processes.
Learning Objectives
- Define advanced GenAI techniques (such as fine-tuning, multi-agent systems, tool integration, prompting, and Retrieval-Augmented Generation) and identify their applications in accounting and finance.
- Evaluate the benefits, limitations, and ethical implications of implementing GenAI techniques in financial contexts, including considerations of data privacy, and transparency.
- Apply appropriate GenAI techniques to address specific accounting and financial challenges, demonstrating the ability to select and implement suitable methods for different scenarios.
Prerequisite Knowledge
Participants should have a foundational understanding of AI and machine learning concepts, including basic knowledge of natural language processing (NLP) and deep learning. Familiarity with prompt engineering and general use of AI tools in business contexts will be beneficial. Basic experience in the accounting or finance sectors is recommended to understand the practical applications discussed throughout the course.
Advance Preparation
None
Skillabyte LLC is registered with the National Association of State Boards of Accountancy (NASBA) as a sponsor of continuing professional education on the National Registry of CPE Sponsors. State boards of accountancy have final authority on the acceptance of individual courses for CPE credit. Complaints regarding registered sponsors may be submitted to the National Registry of CPE Sponsors through its website: www.nasbaregistry.org.