Data Science & Analytics
Data Science & Analytics
18,895 learners
Intro to Unsupervised Machine Learning
This advanced course explores unsupervised machine learning, emphasizing dimensionality reduction and clustering methods. Using the Iris dataset, you will apply different methods and interpret the practical implications of the clusters identified.
Numpy
Pandas
Python
Scikit-learn
8 lessons
37 practices
5 hours
Machine Learning and Predictive Modeling
Course details
Exploring and Visualizing the Iris Dataset
Analyzing the Iris Dataset
Exploring and Visualizing the Iris Dataset with Preprocessing and Pair Plot
Focusing on Specific Features in Violin Plots
Standardizing the Dataset with Missing Values
Creating Box Plot for Iris Dataset Features
Handling Missing Values and Standardization in Iris Dataset
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