[3rd November 2024] Interesting Things I Learnt This Week
1. Transforming CSV Files into Graphs with LLMs - This is a step by step guide including code to transform csv files into graphs. There are prompts, python code and samples provided in it. My Take : This is an excellent approach to streamlining data cleaning, a task that often consumes a significant portion of a data engineer's time. By leveraging the power of LLMs, we can potentially reduce this effort significantly. However, it's important to note that not all LLMs are equally effective for this purpose. Fine-tuning LLMs specifically for data cleaning tasks could further enhance their capabilities. I'm eager to learn more about this promising technique and its potential applications. Do let me know if have something interesting to share. 2. SOFA Start Often F*** Achievements - The SOFA principle advocates for starting numerous projects and finishing few. This approach prioritizes gaining diverse experiences and skills over completion. By frequently initiating new en