This course introduces marketing data analytics, focusing on the crucial concepts of correlation and causality. Learners will explore statistical concepts and tools to analyze and interpret marketing data, leading to more informed and impactful marketing strategies. The course begins with core statistical concepts, such as standard deviation, variance, and normal distributions, in the context of marketing decisions. It shows how to visualize correlations and causal networks using techniques such as Structural Equation Modeling (SEM) and Path Analysis. The course discussions of analytics ethics, guiding participants to identify and avoid common pitfalls in data interpretation. This course is an invaluable resource for anyone looking to enhance their marketing strategies through trustworthy data-driven insights.
Customer Data Analytics for Marketers
This course is part of Data Science for Marketing Specialization
Instructor: Tony Cox, Jr.
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(10 reviews)
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What you'll learn
Key statistical concepts and simple linear regression to improve data-driven marketing decisions.
Skills you'll gain
- Marketing Analytics
- Customer Insights
- Probability & Statistics
- Statistical Methods
- Data Ethics
- Statistical Analysis
- Customer Retention
- Regression Analysis
- Customer Analysis
- Data Visualization
- Statistical Modeling
- Data-Driven Decision-Making
- Marketing Strategies
- Probability Distribution
- Analytics
- Data Analysis
- Descriptive Statistics
- Statistical Hypothesis Testing
- Correlation Analysis
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There are 4 modules in this course
Dive into the world of marketing data analytics and discover how it revolutionizes customer understanding and business growth. Learn to differentiate between analytics types and develop reports that transform data into actionable marketing strategies, increasing customer lifetime value and business success.
What's included
7 videos7 readings7 assignments
Unlock the power of statistical concepts to drive smarter marketing decisions. This module empowers you with the skills to interpret data correctly, avoid common pitfalls, and apply critical thinking to uncover deeper insights from your marketing data.
What's included
7 videos6 readings7 assignments
Master key statistical techniques to elevate your marketing strategies. Learn hypothesis testing, understand correlations, and delve into regression analysis, all while maintaining ethical standards in analytics for credible, impactful results.
What's included
8 videos9 readings9 assignments
Explore the intricate relationship between correlation and causality in marketing. Gain skills in advanced correlation analysis and Structural Equation Modeling (SEM) to make informed, data-driven decisions that effectively navigate the complexities of the marketing world.
What's included
9 videos3 readings10 assignments
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Reviewed on Jul 22, 2024
One of the best courses I have ever taken on Coursera. Looking forward to gaining even more knowledge by completing the other courses in the specialization.
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