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University of Colorado Boulder

Advanced Business Analytics Capstone

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.

状态:Financial Analysis
状态:Advanced Analytics
中级课程小时

精选评论

RA

5.0评论日期:Mar 3, 2019

Great List of Courses for People who are interested

DM

5.0评论日期:Apr 30, 2024

The content of the overall specialisation was excellent. Difficult topic and learnt a lot. Frustration with the high number of empty or plagiarised assignment submissions that waste everyone's time.

LK

4.0评论日期:Jun 26, 2020

in week 3 analysis it was not taught during the course

OD

5.0评论日期:Nov 14, 2019

It's been a great opportunity to practically apply knowledge I got over the specialization. Highly recommended.

所有审阅

显示:20/26

Ezequiel Caggiano
3.0
评论日期:May 26, 2020
Alexandros Ntzoufas
1.0
评论日期:Nov 26, 2020
Sally Mitrofanova
1.0
评论日期:Jul 9, 2017
Mario Gonzalez Pozo
3.0
评论日期:Apr 23, 2020
Rita Simson Fernandez
1.0
评论日期:Jun 26, 2020
Mark Hary
5.0
评论日期:Nov 6, 2019
Julian von der Meden
2.0
评论日期:Dec 2, 2021
ANIRUDH CHANDRA
1.0
评论日期:Mar 3, 2021
Alicia WANG
5.0
评论日期:Apr 29, 2020
Oleksandr Demchyk
5.0
评论日期:Nov 14, 2019
Carlos Andres Unigarro Muñoz
5.0
评论日期:Jul 19, 2020
PRALAY PAL
5.0
评论日期:Jun 23, 2018
Haiying Zhou
4.0
评论日期:Dec 28, 2020
rayed alhomsi
5.0
评论日期:Mar 4, 2019
Federico Javier Durán Franco
4.0
评论日期:Dec 10, 2020
David Mauricio Mahecha Salas
3.0
评论日期:Sep 25, 2020
Hazel Lee
1.0
评论日期:Dec 24, 2022
Shubhankar parashar
5.0
评论日期:Sep 11, 2023
ABHINANDAN KUMAR THAKUR
5.0
评论日期:Sep 18, 2023
Dan McLean
5.0
评论日期:May 1, 2024