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Predictive Modeling and Analytics
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Predictive Modeling and Analytics

This course is part of Advanced Business Analytics.

Course Cost

Free course

Intermediate

Skill Level

9 Hours

Self-paced lessons

This course cannot be purchased separately - to access the complete learning experience, graded assignments, and earn certificates, you'll need to enroll in the full Advanced Business Analytics Specialization program. You can audit this specific course for free to explore the content, which includes access to course materials and lectures. This allows you to learn at your own pace without any financial commitment.

3.6

37,729 Enrolled

Dan Zhang

Dan Zhang

English

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3.6

37,729 Enrolled

English

Dan Zhang

Dan Zhang

What you'll learn

  • Learn exploratory data analysis for predictive modeling

  • Master data visualization and summarization techniques

  • Apply regression analysis for continuous variable prediction

  • Implement classification models for binary outcomes

  • Understand advanced techniques like trees and neural networks

Skills you'll gain

Predictive Modeling
Data Analysis
Regression Analysis
Data Visualization
Statistical Analysis
Machine Learning
Business Analytics
Excel
XLMiner
Data Cleaning

This course includes:

2.3 Hours PreRecorded video

9 quizzes

Access on Mobile, Tablet, Desktop

FullTime access

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Share your certificate with prospective employers and your professional network on LinkedIn.

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Top companies offer this course to their employees

Top companies provide this course to enhance their employees' skills, ensuring they excel in handling complex projects and drive organizational success.

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There are 4 modules in this course

This comprehensive course introduces students to widely-used predictive modeling techniques and their core principles. The curriculum covers exploratory data analysis, data visualization, regression techniques, classification models, and advanced predictive models including trees and neural networks. Using XLMiner, an Excel plug-in, students learn to apply these techniques to real business scenarios. The course emphasizes practical applications across various business functions, from finance to marketing, making it valuable for anyone interested in data-driven decision making.

Exploratory Data Analysis and Visualizations

Module 1 · 2 Hours to complete

Predicting a Continuous Variable

Module 2 · 2 Hours to complete

Predicting a Binary Outcome

Module 3 · 1 Hours to complete

Trees and Other Predictive Models

Module 4 · 4 Hours to complete

Fee Structure

Individual course purchase is not available - to enroll in this course with a certificate, you need to purchase the complete Professional Certificate Course. For enrollment and detailed fee structure, visit the following: Advanced Business Analytics

Reviews

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Faculties

These are the expert instructors who will be teaching you throughout the course. With a wealth of knowledge and real-world experience, they're here to guide, inspire, and support you every step of the way. Get to know the people who will help you reach your learning goals and make the most of your journey.

Dan Zhang

3

110

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52,401

Students

3

Courses

Dan Zhang is an Associate Professor of Operations Management at the Leeds School of Business, University of Colorado Boulder. He specializes in operations management and data analytics, teaching a variety of courses across undergraduate, MBA, and PhD programs. His course offerings include "Business Statistics," "Operations Management," "Advanced Data Analytics," "Spreadsheet Modeling," "Stochastic Dynamic Programming," and "Pricing and Revenue Management." Dr. Zhang's research primarily focuses on data-driven decision-making, with applications in pricing and revenue management, supply chain management, and healthcare operations.With a robust portfolio of 20 published research articles, Dr. Zhang is an active contributor to the academic community, frequently presenting at conferences and consulting for companies across Canada, China, Europe, and the United States. He currently serves as the president of the INFORMS Rocky Mountain Chapter, which supports analytics professionals in the region, and is on the advisory board of Tech Valley Inc., a big data startup backed by Microsoft Accelerator. Recently elected as chair of the INFORMS Pricing and Revenue Management Section, he continues to influence the field through his leadership and expertise in pricing strategies and analytics.
Predictive Modeling and Analytics

Intermediate

Skill Level

9 Hours

Self-paced lessons

Course Cost

Free course

Completion

CERTIFICATE

Frequently asked Questions

Below are some of the most commonly asked questions about this course. We aim to provide clear and concise answers to help you better understand the course content, structure, and any other relevant information. If you have any additional questions or if your question is not listed here, please don't hesitate to reach out to our support team for further assistance.