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

Data-Driven Decision-Making, Regression Analysis, Correlation Analysis, Statistical Visualization, Analytics, Statistical Analysis, Data Analysis, Marketing Strategies, Statistical Hypothesis Testing, Marketing Effectiveness, Statistical Modeling, Statistical Methods, Probability & Statistics, Exploratory Data Analysis, Customer Analysis, Customer Insights, Marketing Analytics, Data Ethics, 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 Analysis, Statistical Hypothesis Testing, Strategic Marketing, A/B Testing, Marketing Strategies, Market Analysis, Variance Analysis, Statistical Software, Customer Insights, Marketing Effectiveness, Statistical Modeling, Data Visualization, Advanced Analytics, Predictive Analytics, Target Market, and Marketing Analytics

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

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

What you'll learn

  • Predict customer behaviors and market trends using advanced analytics.

Skills you'll gain

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

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Instructors

A.W. Lukens
University of Colorado System
7 Courses8,921 learners

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