课程信息
112,597 次近期查看

100% 在线

立即开始,按照自己的计划学习。

可灵活调整截止日期

根据您的日程表重置截止日期。

完成时间大约为29 小时

建议:6 weeks, 8-10 hours per week...

英语(English)

字幕:英语(English)

您将获得的技能

Binary ClassificationData AnalysisMicrosoft ExcelLinear Regression

100% 在线

立即开始,按照自己的计划学习。

可灵活调整截止日期

根据您的日程表重置截止日期。

完成时间大约为29 小时

建议:6 weeks, 8-10 hours per week...

英语(English)

字幕:英语(English)

教学大纲 - 您将从这门课程中学到什么

1
完成时间为 1 小时

About This Course

2 个视频 (总计 11 分钟), 2 个阅读材料
2 个视频
Introduction to Mastering Data Analysis in Excel6分钟
2 个阅读材料
Specialization Overview10分钟
Course Overview10分钟
完成时间为 2 小时

Excel Essentials for Beginners

8 个视频 (总计 52 分钟), 1 个阅读材料, 2 个测验
8 个视频
Basic Excel Vocabulary; Intro to Charting7分钟
Arithmetic in Excel2分钟
Functions on Individual Cells3分钟
Functions on a Set of Numbers10分钟
Functions on Ordered Pairs of Data8分钟
Sorting Data in Excel5分钟
Introduction to the Solver Plug-in8分钟
1 个阅读材料
Tips for Success10分钟
2 个练习
Excel Essentials Practice30分钟
Excel Essentials30分钟
2
完成时间为 2 小时

Binary Classification

6 个视频 (总计 46 分钟), 1 个阅读材料, 2 个测验
6 个视频
Bombers and Seagulls: Confusion Matrix8分钟
Costs Determine Optimal Threshold4分钟
Calculating Positive and Negative Predictive Values5分钟
How to Calculate the Area Under the ROC Curve11分钟
Binary Classification with More than One Input Variable7分钟
1 个阅读材料
Tips for Success10分钟
2 个练习
Binary Classification (practice)30分钟
Binary Classification (graded)45分钟
3
完成时间为 2 小时

Information Measures

7 个视频 (总计 42 分钟), 1 个阅读材料, 2 个测验
7 个视频
Probability and Entropy7分钟
Entropy of a Guessing Game7分钟
Dependence and Mutual Information3分钟
The Monty Hall Problem8分钟
Learning from One Coin Toss, Part 15分钟
Learning From One Coin Toss, Part 28分钟
1 个阅读材料
Tips for Success10分钟
2 个练习
Using the Information Gain Calculator Spreadsheet (practice)30分钟
Information Measures (graded)45分钟
4
完成时间为 3 小时

Linear Regression

11 个视频 (总计 73 分钟), 1 个阅读材料, 3 个测验
11 个视频
Introduction to Standardization4分钟
Standard Normal Probability Distribution in Excel7分钟
Calculating Probabilities from Z-scores4分钟
Central Limit Theorem3分钟
Algebra with Gaussians6分钟
Markowitz Portfolio Optimization12分钟
Standardizing x and y Coordinates for Linear Regression6分钟
Standardization Simplifies Linear Regression9分钟
Modeling Error in Linear Regression10分钟
Information Gain from Linear Regression5分钟
1 个阅读材料
Tips for Success10分钟
3 个练习
The Gaussian (practice)30分钟
Regression Models and PIG (practice)45分钟
Parametric Models for Regression (graded)45分钟
4.2
661 个审阅Chevron Right

24%

完成这些课程后已开始新的职业生涯

22%

通过此课程获得实实在在的工作福利

来自使用 Excel 分析数据的热门评论

创建者 JEOct 31st 2015

The course deserves a 5-star rating because: (1) content is relevant, (2) the professor is concise and possesses great teaching skills, and (3) the learning modules are applicable to daily problems.

创建者 NCDec 20th 2016

Overall, the course material is good with many example. Need a general knowledge with mathematical and statistical from the beginning to pass the exam, because course slide is a little bit fast.

讲师

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Jana Schaich Borg

Assistant Research Professor
Social Science Research Institute
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Daniel Egger

Executive in Residence and Director, Center for Quantitative Modeling
Pratt School of Engineering, Duke University

关于 杜克大学

Duke University has about 13,000 undergraduate and graduate students and a world-class faculty helping to expand the frontiers of knowledge. The university has a strong commitment to applying knowledge in service to society, both near its North Carolina campus and around the world....

关于 从 Excel 到 MySQL:商业分析技术 专项课程

Formulate data questions, explore and visualize large datasets, and inform strategic decisions. In this Specialization, you’ll learn to frame business challenges as data questions. You’ll use powerful tools and methods such as Excel, Tableau, and MySQL to analyze data, create forecasts and models, design visualizations, and communicate your insights. In the final Capstone Project, you’ll apply your skills to explore and justify improvements to a real-world business process. The Capstone Project focuses on optimizing revenues from residential property, and Airbnb, our Capstone’s official Sponsor, provided input on the project design. Airbnb is the world’s largest marketplace connecting property-owner hosts with travelers to facilitate short-term rental transactions. The top 10 Capstone completers each year will have the opportunity to present their work directly to senior data scientists at Airbnb live for feedback and discussion....
从 Excel 到 MySQL:商业分析技术

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