{"type":"video","version":"1.0","html":"<iframe src=\"https://www.loom.com/embed/63f8be96d8d64dc98a03b9e5728461ff\" frameborder=\"0\" width=\"1920\" height=\"1440\" webkitallowfullscreen mozallowfullscreen allowfullscreen></iframe>","height":1440,"width":1920,"provider_name":"Loom","provider_url":"https://www.loom.com","thumbnail_height":1440,"thumbnail_width":1920,"thumbnail_url":"https://cdn.loom.com/sessions/thumbnails/63f8be96d8d64dc98a03b9e5728461ff-dd6e66e35c3b5e80.gif","duration":6810.2642,"title":"Exploring AI Data Analysis and Critical Thinking Techniques","description":"In this video, I dive into the fascinating world of AI and data analysis, specifically focusing on how we can leverage large language models for exploratory data analysis using resources like Data.gov. I discuss the limitations of fine-tuning language models and introduce the concept of Retrieval Augmented Generation as a more effective alternative. I also share my experiences with various datasets, including the National Student Loan Data System and active business listings in Los Angeles, highlighting the importance of critical thinking when interpreting data. I encourage everyone to explore the datasets available on Data.gov and think creatively about the analyses we can conduct. Let's engage with this data and uncover insights together!"}