University of Colorado System
Data Science for Marketing Specialization
University of Colorado System

Data Science for Marketing Specialization

Data Science for Marketing Success. Gain advanced skills in marketing data analytics, machine learning, and decision-making strategies to increase customer lifetime value.

A.W. Lukens
Tony Cox, Jr.
Ric Mills

Instructors: A.W. Lukens

Included with Coursera Plus

Get in-depth knowledge of a subject
4.6

(6 reviews)

Intermediate level

Recommended experience

16 weeks to complete
at 4 hours a week
Flexible schedule
Learn at your own pace
Get in-depth knowledge of a subject
4.6

(6 reviews)

Intermediate level

Recommended experience

16 weeks to complete
at 4 hours a week
Flexible schedule
Learn at your own pace

What you'll learn

  • Apply data science techniques to optimize marketing strategies and increase customer engagement.

Details to know

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Taught in English
122 practice exercises

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Advance your subject-matter expertise

  • Learn in-demand skills from university and industry experts
  • Master a subject or tool with hands-on projects
  • Develop a deep understanding of key concepts
  • Earn a career certificate from University of Colorado System

Specialization - 4 course series

What you'll learn

  • Key statistical concepts and simple linear regression to improve data-driven marketing decisions.

Skills you'll gain

Regression Analysis, Correlation Analysis, Data-Driven Decision-Making, Statistical Analysis, Statistical Visualization, Analytics, Statistical Hypothesis Testing, Marketing Strategies, Statistical Methods, Exploratory Data Analysis, Marketing Effectiveness, Data Analysis, Customer Analysis, Customer Insights, Data Ethics, Marketing Analytics, Statistical Modeling, Probability & Statistics, and Descriptive Statistics

What you'll learn

  • Apply regression analysis to understand & predict marketing outcomes. Interpret market data & refine statistical models for real-world application.

Skills you'll gain

Regression Analysis, Predictive Modeling, Statistical Hypothesis Testing, Statistical Analysis, Advanced Analytics, Target Market, Market Analysis, Marketing Analytics, A/B Testing, Predictive Analytics, Variance Analysis, Statistical Software, Strategic Marketing, Data Visualization, Marketing Strategies, Marketing Effectiveness, Statistical Modeling, and Customer Insights

What you'll learn

  • Apply machine learning to improve targeted marketing & strategic decision-making. Analyze & forecast customer behaviors using advanced algorithms.

Skills you'll gain

Predictive Analytics, Classification And Regression Tree (CART), Dimensionality Reduction, Predictive Modeling, Machine Learning, Unsupervised Learning, Customer Analysis, Supervised Learning, Marketing Strategies, Marketing Analytics, Data-Driven Decision-Making, Advanced Analytics, Regression Analysis, Strategic Marketing, Applied Machine Learning, AI Personalization, Personalized Service, and Customer experience improvement

What you'll learn

  • Predict customer behaviors and market trends using advanced analytics.

Skills you'll gain

Probability Distribution, Marketing Analytics, Bayesian Network, Marketing Effectiveness, Predictive Analytics, Customer Retention, Customer Analysis, Reinforcement Learning, Data-Driven Decision-Making, Statistical Modeling, Time Series Analysis and Forecasting, Anomaly Detection, Marketing Strategies, Forecasting, Customer Engagement, Strategic Decision-Making, Advanced Analytics, Strategic Leadership, and Simulation and Simulation Software

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Instructors

A.W. Lukens
University of Colorado System
7 Courses8,931 learners

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