- Machine Learning
- regression
- Hierarchical Clustering
- classification
- SciPy and scikit-learn
Machine Learning with Python
Completed by PETER D BUCHANAN
March 16, 2020
13 hours (approximately)
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What you will learn
Describe the various types of Machine Learning algorithms and when to use themÂ
Compare and contrast linear classification methods including multiclass prediction, support vector machines, and logistic regressionÂ
Write Python code that implements various classification techniques including K-Nearest neighbors (KNN), decision trees, and regression treesÂ
Evaluate the results from simple linear, non-linear, and multiple regression on a data set using evaluation metricsÂ