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Machine Learning

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  2. Machine Learning
Introduction to Data Science Machine Learning
Lesson Content
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Introduction to Machine Learning
Supervised vs Unsupervised Learning
Association Rules: Apriori Algorithm
Decision Trees: ID3 Algorithm
Introduction to Concept Learning in ML
Concept Learning: Find-S Algorithm
Concept Learning: Candidate Elimination Algorithm
Naive Bayes
K-Nearest Neighbours
K-Fold Cross Validation
Support Vector Machines
Linear Regression
Unraveling Logistic Regression
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