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Mastering Dimensionality Reduction with Python
Machine Learning
5 courses
72 practices
15 hours
This comprehensive learning path teaches Python-based dimensionality reduction, a key skill in data science and machine learning. By the end, you will master techniques to extract essential features from high-dimensional data, boosting model efficiency.
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140 learners
Earn a shareable
Certificate of Achievement
Verified skills you'll gain
Badge for Feature Engineering, Intermediate
INTERMEDIATE
Feature Engineering
Badge for Machine Learning Model Development, Developing
DEVELOPING
Machine Learning Model Development
Tools you'll use
MatPlotLib
Numpy
Pandas
Python
Scikit-learn
TensorFlow