Advanced Generative AI Topics
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.
- Explain advanced GenAI techniques (such as fine-tuning, multi-agent systems, tool integration, prompting, and Retrieval-Augmented Generation) and 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.
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.
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