Customer Choice Modeling with R
Predict customer choices with data! Learn statistical forecasting for smarter purchasing decisions. Improve sales & marketing effectiveness.
Course Content
Customer Choice Modeling with R is an all-levels Udemy course taught by Decision Quotient. It runs 1h 48m, is taught in English, and includes a certificate of completion. Learners rate it 3.4 out of 5 from 38 reviews, with 372 students enrolled. It is a paid course, first published August 2013.
Unlock Customer Insights with R: A Comprehensive Course
This course empowers you to understand the fundamentals of customer choice and apply R for sophisticated customer choice modeling. Designed for professionals and students alike, this 4-hour course provides a practical pathway to gaining deeper insights into customer preferences.
What You'll Learn:
- Introduction to Customer Choice: Begin with a clear and concise overview of the core concepts of customer choice through an engaging video lecture.
- Basics of Customer Choice: Delve into the foundational principles of customer choice with detailed PowerPoint slides and accompanying audio instruction.
- Conjoint Analysis Fundamentals: Master the fundamentals of Conjoint Analysis, a powerful technique for understanding how customers value different product features. Learn through comprehensive PowerPoint slides, audio instruction, and a practical worked example.
- Hands-on Conjoint Analysis in R: Gain practical experience by conducting Conjoint Analysis using R. A step-by-step video tutorial guides you through the process.
- Multinomial Logit Fundamentals: Explore the fundamentals of Multinomial Logit, a statistical model used to predict customer choices among multiple options. Benefit from clear PowerPoint slides, audio instruction, and a worked example.
- Hands-on Multinomial Logit in R: Apply your knowledge by conducting Multinomial Logit analysis using R. A detailed video session provides hands-on guidance.
- Course Recap & Key Takeaways: Consolidate your learning with a comprehensive recap of the course's key points, presented in PowerPoint slides and audio instruction.
- Additional Resources: Access supplementary materials, including a detailed bibliography and additional information, provided in a downloadable PDF document.
Who Should Take This Course?
This course is ideal for Product Managers, Customer Relationship Managers, Marketers, Students, and Researchers who want to better understand their customers. Learn to statistically model customer choices and uncover valuable insights for improved strategic decision-making. Gain the skills to develop products and services that resonate with your target audience.
Course Materials:
- Video Lectures
- PowerPoint Slides
- Handouts (PDF)
By the end of this course, you'll be equipped to leverage R for powerful customer choice analysis, leading to more informed and effective business strategies.
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