How to use AI to clean and prep your data for analysis 10X faster

Описание: Watch me use AI to clean some data in 5 minutes flat.

I love using AI for data cleaning and prep (and I find data prep kind of fun!) Oftentimes cleaning data doesn’t involve any crazy algorithm, but instead just requires carefully looking at the data and iterating until you get to the result you want.

Two ways I like to leverage AI:
1️⃣ Ask AI what issues it sees - Asking the AI to do this will immediately flag all the biggest and most obvious data issues.
2️⃣ Ask the AI to write a script to address issues you or the AI have identified. You can use the AI to gradually build up a script that handles each issues step by step. The cool part about this too is that the AI leaves comments in the code which is helpful to document the processing steps you’re taking so that you can refer back to them when you revisit your analysis or workflow in the future.

Blog post with additional tips on getting your data AI-ready: www.fabi.ai/blog/how-to-get-your-data-ai-ready-for-data-analysis

Timestamps:
0:00 Introduction
1:24 Spot checking your data with AI
2:40 Asking the AI to identify issues in your data
4:00 Asking the AI to fix the issues it identified
7:25 Conclusion

#dataanlysis #dataanalytics #datascience #ai