Research and share what you know about any of the following Machine Learning Algorithm

Please answer the below 2 questions

1.In the discussion please research and share what you know about any of the following Machine Learning Algorithm –

Categorization unsupervised – Need a minimum of 500 words

1.K-means clustering

2. Association Rules

Regression – supervised

3. Linear

4. Logistic

Classification – supervised

5. Naïve Bayesian classifier

6. Decision Trees

7. Time Series Analysis

8. Text Analysis

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2. Kindly discuss an application of the Association Rules Unsupervised Learning Algorithm and share with your colleagues.

– You are welcome to identify code in R to solve the problem

– You can share the code in Python that would