Build GenAI Apps from Scratch — UCSB PaCE Certificate Program
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Learn how to streamline your data processing workflow with a 26-minute video tutorial on creating data-cleaning auto-pipelines using Python. Discover how to leverage Scikit-Learn pipelines to automate and reproduce data processing tasks, significantly reducing the time spent on data preparation. Explore a basic example of a data cleaning pipeline that can be customized and expanded to suit specific needs. Gain valuable insights into incorporating Scikit-Learn pipelines into your data science toolkit, enabling more efficient and reproducible data analysis. Perfect for practitioners looking to optimize their data cleaning processes and shorten the overall data science lifecycle.
Syllabus
How to Create Data-Cleaning Auto-Pipelines With Python
Taught by
Snorkel AI