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學生對 科罗拉多大学波德分校 提供的 Advanced Business Analytics Capstone 的評價和反饋

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62 個評分

課程概述

The analytics process is a collection of interrelated activities that lead to better decisions and to a higher business performance. The capstone of this specialization is designed with the goal of allowing you to experience this process. The capstone project will take you from data to analysis and models, and ultimately to presentation of insights. In this capstone project, you will analyze the data on financial loans to help with the investment decisions of an investment company. You will go through all typical steps of a data analytics project, including data understanding and cleanup, data analysis, and presentation of analytical results. For the first week, the goal is to understand the data and prepare the data for analysis. As we discussed in this specialization, data preprocessing and cleanup is often the first step in data analytics projects. Needless to say, this step is crucial for the success of this project. In the second week, you will perform some predictive analytics tasks, including classifying loans and predicting losses from defaulted loans. You will try a variety of tools and techniques this week, as the predictive accuracy of different tools can vary quite a bit. It is rarely the case that the default model produced by ASP is the best model possible. Therefore, it is important for you to tune the different models in order to improve the performance. Beginning in the third week, we turn our attention to prescriptive analytics, where you will provide some concrete suggestions on how to allocate investment funds using analytics tools, including clustering and simulation based optimization. You will see that allocating funds wisely is crucial for the financial return of the investment portfolio. In the last week, you are expected to present your analytics results to your clients. Since you will obtain many results in your project, it is important for you to judiciously choose what to include in your presentation. You are also expected to follow the principles we covered in the courses in preparing your presentation....

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1 - Advanced Business Analytics Capstone 的 18 個評論(共 18 個)

創建者 Ezequiel C

2020年5月26日

創建者 Alexandros N

2020年11月26日

創建者 M G

2020年4月23日

創建者 Sally M

2017年7月9日

創建者 Mark H

2019年11月6日

創建者 Rita S F

2020年6月27日

創建者 Julian v d M

2021年12月2日

創建者 Alicia

2020年4月29日

創建者 Oleksandr D

2019年11月15日

創建者 Carlos A U M

2020年7月19日

創建者 PRALAY P

2018年6月23日

創建者 Haiying Z

2020年12月28日

創建者 ANIRUDH C

2021年3月3日

創建者 rayed a

2019年3月4日

創建者 Federico J D F

2020年12月10日

創建者 David M M S

2020年9月25日

創建者 MOH M Y S

2020年11月1日

創建者 Luv K

2020年6月27日