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Preprocessing - Warping Data

Offered By: Chemometrics & Machine Learning in Copenhagen via YouTube

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Machine Learning Courses Data Preprocessing Courses Chemometrics Courses

Course Description

Overview

Learn about preprocessing techniques for misaligned data through correlation optimized warping (COW) in this 22-minute video. Explore bilinear models, alignment methods, segmentation, parameter selection, and reference choice to effectively fix data misalignment issues. Gain valuable insights into warping techniques that can enhance the accuracy and reliability of your data analysis.

Syllabus

Intro
Bilinear models
Correlation optimized warping
Alignment
Segment
Parameters
Reference


Taught by

Chemometrics & Machine Learning in Copenhagen

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