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Mastering Data Analysis in Excel
Coursera
Course
Unknown

Mastering Data Analysis in Excel

Duke University

Learn to design predictive models and perform business data analysis using Excel to reduce risks and maximize profits, supported by hands-on projects.

Unknown7 weeksEnglish

About this Course

This course focuses on essential data analysis using Excel. Learn to design and implement realistic predictive models to reduce uncertainty for informed business decisions. In a hands-on project, you'll act as a business data analyst, building models to assess credit card applications, minimize default risk and maximize bank profits. You'll master key uncertainty measures like classification error rates, entropy of information, and confidence intervals for linear regression. Assignments use data

What You'll Learn

  • Design and implement predictive models to reduce risk
  • Calculate and apply uncertainty measures in business
  • Apply business data analysis using classification and regression

Instructors

J

Jana Schaich Borg

Social Science Research Institute

D

Daniel Egger

Pratt School of Engineering, Duke University

Topics

Business Risk Management
Data Analysis
Business Analytics
Logistic Regression
Microsoft Excel
Predictive Modeling
Classification Algorithms
Model Evaluation

Course Info

PlatformCoursera
LevelUnknown
PacingUnknown
PriceFree

Skills

إدارة مخاطر الأعمال
تحليل البيانات
تحليلات الأعمال
الانحدار اللوجستي
مايكروسوفت إكسل
النمذجة التنبؤية
خوارزميات التصنيف
تقييم النماذج

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