ISYE 6501 Introduction to Analytics Modeling
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In this ISYE 6501 Introduction to Analytics Modeling course, you will gain an intuitive understanding of basic models and analysis techniques and learn how to use standard industry tools (such as R) to implement them. You will learn about analytical models and choose the right method from a wide range of models.
You will learn how to use statistical and machine learning models and models to:
- Classification
- Clustering
- Detecting changes
- Data smoothing
- Check
- Prophecy
- Optimization
- Experiment
- Make a decision
Objectives of the course:
The most important thing you can learn from this course is not to memorize any particular material. Instead, I want you to learn the following skills:
- When faced with a business problem (or other), choose an appropriate analysis model to answer the question, provide the data needed to solve the problem, and understand the content of the model solution that will or will not provide an answer.
- Given that other people use analytics to solve specific business problems (or others), please evaluate whether they are using the appropriate model (and the associated data) and whether their conclusions are valid.
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