Data Driven Entrepreneurship with Generative AI | WHU
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- เผยแพร่เมื่อ 10 ก.ย. 2024
- -Welcome to our deep dive into the world of Data-Driven Entrepreneurship! In this video, we explore how generative AI can revolutionize the way we collect, analyze, and leverage data to drive business innovation and growth.
In this video, you'll learn about:
1. Collecting Data with Generative AI:
- Techniques for searching and gathering company descriptions using advanced AI prompting methods.
- Introduction to Robert, the company investigator agent, and how to scale data collection processes with coding.
2. Analyzing Data with Generative AI:
- Utilizing GPT-4 and other AI tools to analyze datasets.
- Leveraging WHU Knowledge Graph for insights, such as identifying patterns among founders and their career paths.
- Demonstrations of few-shot prompting for writing complex cypher code.
3. Leveraging Data with Generative AI:
- Strategies for building new products based on existing patent portfolios.
- Exploring new ideas and optimizing product development using a team of AI agents, including tools like CrewAI.
4. Practical Applications and Tools:
- Examples of using open-source AI alternatives.
- Insights into the potential of AI in predictive analysis for fundraising success among companies.
- Hands-on approaches to using AI for business development.
Join us for an enlightening session packed with practical examples, innovative tools, and expert insights into harnessing the power of AI for entrepreneurship. Whether you're an entrepreneur, data scientist, or just curious about AI applications in business, this video has something for you.
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