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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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

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

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

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

What you'll learn

  • Predict customer behaviors and market trends using advanced analytics.

Skills you'll gain

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

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Instructors

A.W. Lukens
University of Colorado System
7 Courses8,831 learners

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