Question: 1. Describe what optimization and linear programming are in 3-4 sentences; describe an application of it in your job, a hypothetical or real one, in

1. Describe what optimization and linear programming are in 3-4 sentences; describe an application of it in your job, a hypothetical or real one, in 3-4 sentences.

2. Describe how uncertainty is modeled mathematically in statistics in 6-8 sentences.

3. Describe what hypothesis testing is in 3-4 sentences; describe an application of it in your job, a hypothetical or real one, in 3-4 sentences.

4. Describe what linear regression is in 3-4 sentences; describe an application of it in your job, a hypothetical or real one, in 3-4 sentences.

5. Describe what logistic regression is in 3-4 sentences; describe an application of it in your job, a hypothetical or real one, in 3-4 sentences.

6. Describe the differences among classification, clustering and association rule mining in 6-8 sentences.

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