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Course Weekly Lecture Plan

Week Topic
1 Introduction to Machine Learning with Python
Preparing the Environment for Machine Learning
2 Python Libraries for Machine Learning,
Data Visualization
3 Supervised Learning
(K-Nearest Neighbors)
4 Supervised Learning
(Decision Trees, Random Forest)
5 Supervised Learning
(Naive Bayes Classifiers)
6 Supervised Learning
(Linear Regression, Logistic Regression)
7 Unsupervised Learning
(k-Means Clustering)
8 Unsupervised Learning
(Hierarchical Clustering)
9 Unsupervised Learning
(Density Based Clustering)
10 Unsupervised Learning
(Mixture Models)
11 Project Presentations
 
 
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