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

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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

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  • 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

Category: Correlation Analysis
Category: Data-Driven Decision-Making
Category: Regression Analysis
Category: Statistical Analysis
Category: Analytics
Category: Customer Data Management
Category: Statistical Modeling
Category: Marketing Analytics
Category: Statistical Methods
Category: Probability & Statistics
Category: Statistical Hypothesis Testing
Category: Customer Analysis
Category: Predictive Analytics
Category: Customer Insights
Category: Data Visualization
Category: Descriptive Statistics
Category: Data Analysis
Category: Business Ethics

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

Category: Regression Analysis
Category: Scatter Plots
Category: Statistical Analysis
Category: Market Analysis
Category: Marketing Analytics
Category: Target Market
Category: Variance Analysis
Category: Advanced Analytics
Category: A/B Testing
Category: Statistical Software
Category: Customer Analysis
Category: Predictive Analytics
Category: Statistical Modeling
Category: Data Visualization

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

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

What you'll learn

  • Predict customer behaviors and market trends using advanced analytics.

Skills you'll gain

Category: Bayesian Network
Category: Time Series Analysis and Forecasting
Category: Marketing Analytics
Category: Bayesian Statistics
Category: Anomaly Detection
Category: Reinforcement Learning
Category: Simulation and Simulation Software
Category: Strategic Marketing
Category: Statistical Modeling
Category: Marketing Strategies
Category: Predictive Analytics
Category: A/B Testing
Category: Forecasting
Category: Advanced Analytics
Category: Trend Analysis
Category: Data-Driven Decision-Making

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Instructors

A.W. Lukens
University of Colorado System
7 Courses8,155 learners

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