課程信息
144,887 次近期查看

100% 在線

立即開始,按照自己的計劃學習。

可靈活調整截止日期

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完成時間大約為29 小時

建議:6 weeks, 8-10 hours per week...

英語(English)

字幕:英語(English)

您將獲得的技能

Binary ClassificationData AnalysisMicrosoft ExcelLinear Regression

100% 在線

立即開始,按照自己的計劃學習。

可靈活調整截止日期

根據您的日程表重置截止日期。

完成時間大約為29 小時

建議:6 weeks, 8-10 hours per week...

英語(English)

字幕:英語(English)

學習Course的學生是

  • Controllers
  • Data Analysts
  • Business Analysts
  • Financial Analysts
  • Operations Analysts

教學大綱 - 您將從這門課程中學到什麼

1
完成時間為 1 小時

About This Course

2 個視頻 (總計 11 分鐘), 2 個閱讀材料
2 個視頻
Introduction to Mastering Data Analysis in Excel6分鐘
2 個閱讀材料
Specialization Overview10分鐘
Course Overview10分鐘
完成時間為 2 小時

Excel Essentials for Beginners

8 個視頻 (總計 52 分鐘), 1 個閱讀材料, 2 個測驗
8 個視頻
Basic Excel Vocabulary; Intro to Charting7分鐘
Arithmetic in Excel2分鐘
Functions on Individual Cells3分鐘
Functions on a Set of Numbers10分鐘
Functions on Ordered Pairs of Data8分鐘
Sorting Data in Excel5分鐘
Introduction to the Solver Plug-in8分鐘
1 個閱讀材料
Tips for Success10分鐘
2 個練習
Excel Essentials Practice30分鐘
Excel Essentials30分鐘
2
完成時間為 2 小時

Binary Classification

6 個視頻 (總計 46 分鐘), 1 個閱讀材料, 2 個測驗
6 個視頻
Bombers and Seagulls: Confusion Matrix8分鐘
Costs Determine Optimal Threshold4分鐘
Calculating Positive and Negative Predictive Values5分鐘
How to Calculate the Area Under the ROC Curve11分鐘
Binary Classification with More than One Input Variable7分鐘
1 個閱讀材料
Tips for Success10分鐘
2 個練習
Binary Classification (practice)30分鐘
Binary Classification (graded)45分鐘
3
完成時間為 2 小時

Information Measures

7 個視頻 (總計 42 分鐘), 1 個閱讀材料, 2 個測驗
7 個視頻
Probability and Entropy7分鐘
Entropy of a Guessing Game7分鐘
Dependence and Mutual Information3分鐘
The Monty Hall Problem8分鐘
Learning from One Coin Toss, Part 15分鐘
Learning From One Coin Toss, Part 28分鐘
1 個閱讀材料
Tips for Success10分鐘
2 個練習
Using the Information Gain Calculator Spreadsheet (practice)30分鐘
Information Measures (graded)45分鐘
4
完成時間為 3 小時

Linear Regression

11 個視頻 (總計 73 分鐘), 1 個閱讀材料, 3 個測驗
11 個視頻
Introduction to Standardization4分鐘
Standard Normal Probability Distribution in Excel7分鐘
Calculating Probabilities from Z-scores4分鐘
Central Limit Theorem3分鐘
Algebra with Gaussians6分鐘
Markowitz Portfolio Optimization12分鐘
Standardizing x and y Coordinates for Linear Regression6分鐘
Standardization Simplifies Linear Regression9分鐘
Modeling Error in Linear Regression10分鐘
Information Gain from Linear Regression5分鐘
1 個閱讀材料
Tips for Success10分鐘
3 個練習
The Gaussian (practice)30分鐘
Regression Models and PIG (practice)45分鐘
Parametric Models for Regression (graded)45分鐘
4.2
672 個審閱Chevron Right

23%

完成這些課程後已開始新的職業生涯

21%

通過此課程獲得實實在在的工作福利

來自使用 Excel 分析数据的熱門評論

創建者 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.

創建者 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.

講師

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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

關於 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....

關於 从 Excel 到 MySQL:商业分析技术 專項課程

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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