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.
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
INTERMEDIATE
Machine Learning Model Development
INTERMEDIATE
Model Validation and Selection
Tools you'll use
MatPlotLib
Numpy
Pandas
Python
Scikit-learn
SciPy
Seaborn
