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

Access provided by General Mills

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

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

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

What you'll learn

  • Predict customer behaviors and market trends using advanced analytics.

Skills you'll gain

Category: Marketing Analytics
Category: Bayesian Network
Category: Marketing Strategies
Category: Data-Driven Decision-Making
Category: Customer Retention
Category: Anomaly Detection
Category: Advanced Analytics
Category: Predictive Analytics
Category: Time Series Analysis and Forecasting
Category: Statistical Modeling
Category: Reinforcement Learning
Category: Marketing Effectiveness
Category: Simulation and Simulation Software
Category: Forecasting

Earn a career certificate

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Instructors

A.W. Lukens
University of Colorado System
7 Courses9,028 learners

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