Discover the critical importance of dataset curation in machine learning through this 28-minute PyCon US talk. Explore the process of identifying and extracting meaningful datasets from vast amounts of raw data available on the web. Learn how to construct high-quality datasets using Python, as demonstrated in formal settings. Gain insights into the fundamental role data plays in developing effective machine learning algorithms and understand why proper data formatting is crucial for creating intelligent learning systems.
Overview
Syllabus
Talk: Jigyasa Grover/Rishabh Misra: Sculpting Data for Machine Learning V02
Taught by
PyCon US