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Machine Learning Foundations
1 module · 11 lessons
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01
Basics
Types of Machine Learning
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Linear Regression
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Linear Regression and Maximum Likelihood
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Gradient Descent
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K-Nearest Neighbors
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Naive Bayes Classifier
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Spam Classifier Using Naive Bayes
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Logistic Regression
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Multiclass Classification
K-Means Clustering
Principal Component Analysis
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