Machine Learning
4 courses
Mastering Clustering in Machine Learning
Explore unsupervised learning in this path focused on Clustering. Start with data preprocessing, learn algorithms like K-means, DBSCAN, and Hierarchical Clustering, and master validation techniques to evaluate model performance from scratch.
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This learning path includes:
4 courses with bite-sized lessons and practices
17 engaging lessons in text and video formats
65 hands-on practices
One-on-one guidance from Cosmo, our AI tutor
Verified skills you'll gain
Badge for Machine Learning Model Development, Intermediate
INTERMEDIATE
Machine Learning Model Development
Badge for Model Validation and Selection, Intermediate
INTERMEDIATE
Model Validation and Selection
Tools you'll use
MatPlotLib
Numpy
Pandas
Python
Scikit-learn
SciPy
Seaborn