AI Academy #2: Learn Classification & Clustering Methods A-Z

AI Academy #2: Learn Classification & Clustering Methods A-Z

Learn how to classify datasets using different methods like Bays, kNN, SVM and Logistic Regression (Codes Included)

What you'll learn

Use k Nearest Neighbor classification method to classify datasets.

Classify datasets by using Support Vector Machine method

Learn main concept behind the k Nearest Neighbor classification method .

Understand main concept behind Support Vector Machine method.

Use different Kernel function for Support Vector Machine method

Use Naive Bayes classification method to classify datasets.

Classify Handwritten Images by Logistic classification method

Use Naive Bayes classification method to classify Pima Indian Diabetes Dataset.

Use Naive Bayes classification method to obtain probability of being male or female based on Height, Weight and FootSize.

Classify IRIS Flowers by Logistic classification method

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