- Видео 4
- Просмотров 51
DataTales
Германия
Добавлен 12 сен 2018
Welcome to DataTales, the podcast where we dive into the world of data science, exploring the everyday challenges and successes experienced by data professionals in the field. Join us as we unravel the complexities of data-driven decision-making and uncover the stories behind successful data science implementations across various industries.
In each episode, we sit down with industry experts, data scientists, and thought leaders to dissect real-world case studies, sharing valuable insights, practical tips, and lessons learned along the way.
In each episode, we sit down with industry experts, data scientists, and thought leaders to dissect real-world case studies, sharing valuable insights, practical tips, and lessons learned along the way.
Building a Company-Specific Retrieval Augmented Generation System (RAG)
In this conversation, Daniel Engelhardt discussed the development and implementation of a Gen.ai RAG system designed to assist company employees.
He discusses the journey from ideation to product development, the technical architecture, the challenges faced, and the importance of prompt engineering.
Daniel shares insights on evaluating language model responses, security measures to protect sensitive information, and strategies to mitigate hallucinations in AI outputs.
The conversation also touches on the significance of data quality, measuring success through user engagement, and the cost considerations associated with deploying AI systems.
Chapters
00:12 Introduction to Gen.ai and the Co-Pilo...
He discusses the journey from ideation to product development, the technical architecture, the challenges faced, and the importance of prompt engineering.
Daniel shares insights on evaluating language model responses, security measures to protect sensitive information, and strategies to mitigate hallucinations in AI outputs.
The conversation also touches on the significance of data quality, measuring success through user engagement, and the cost considerations associated with deploying AI systems.
Chapters
00:12 Introduction to Gen.ai and the Co-Pilo...
Просмотров: 4
Видео
Building Sustainable AI
Просмотров 77 часов назад
In this conversation, Serop Baghdadlian and Siok Siok Tan explore the evolving landscape of AI, addressing common misconceptions, the importance of the human element in AI development, and the ethical implications of AI technologies. They discuss the role of creativity in AI, the impact of social media, and the need for a more inclusive representation of global narratives. The conversation emph...
18 Months as a Data Entrepreneur: Lessons, Challenges, and Growth
Просмотров 249 часов назад
In this conversation, Shaw shares his journey from academia to entrepreneurship, detailing his experiences in data science, corporate work, and the challenges of transitioning to freelance and product development. He discusses the importance of community, mentorship, and the iterative process of building products, emphasizing the need for continuous learning and adaptation. Shaw also explores h...
How to use implicit feedback analytics to optimize LLM apps
Просмотров 1621 час назад
In this conversation, Chinar Movsisyan shares her journey in the AI field, particularly focusing on her work with Feedback Intelligence. She discusses the challenges of implementing AI in healthcare, the importance of implicit feedback in improving AI systems, and the evolution of his startup from its initial concept to its current focus on closing the feedback loop in AI applications. The disc...
Thanks for having me on! It was a fun convo :)
Any time! Had a great time too