Data Preprocessing

軟體開發

Preprocessing Overview

Preprocessing for Machine Learning in Python・DataCamp・4 Hours Course (Intermediate)

Learn how to clean and prepare your data for machine learning!

Missing Data

Dealing with Missing Data in Python・DataCamp・4 hours Course

Learn how to identify, analyze, remove and impute missing data in Python.

Feature Engineering

Feature Engineering for Machine Learning in Python・DataCamp・4 hours Course

Create new features to improve the performance of your Machine Learning models.

You will work with Stack Overflow Developers survey, and historic US presidential inauguration addresses, to understand how best to preprocess and engineer features from categorical, continuous, and unstructured data.