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

Sponsored by University of Michigan

Get in-depth knowledge of a subject
Intermediate level

Recommended experience

4 months
at 4 hours a week
Flexible schedule
Learn at your own pace
Get in-depth knowledge of a subject
Intermediate level

Recommended experience

4 months
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

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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
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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: Analytics
Category: Marketing Analytics
Category: Data Analysis
Category: Business Analytics
Category: Statistical Analysis
Category: Statistical Hypothesis Testing
Category: Correlation Analysis
Category: Statistics
Category: Statistical Methods
Category: Statistical Inference
Category: Econometrics
Category: Market Intelligence
Category: Strategic Marketing
Category: Customer Insights
Category: Customer Analysis
Category: Regression Analysis
Category: Statistical Modeling
Category: Market Analysis
Category: Marketing Strategy and Techniques
Category: Marketing Management

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: Statistical Modeling
Category: Statistical Analysis
Category: Statistics
Category: Regression Analysis
Category: Data Analysis
Category: Statistical Methods
Category: Analytics
Category: Marketing Analytics
Category: Business Analytics
Category: Web Analytics
Category: A/B Testing
Category: Mathematical Modeling
Category: Web Analytics and SEO
Category: Marketing Strategies
Category: Data Science
Category: Strategic Marketing
Category: Market Analysis
Category: Probability & Statistics
Category: Marketing Effectiveness
Category: Business Intelligence

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: Analytics
Category: Marketing Analytics
Category: Supervised Learning
Category: Statistical Machine Learning
Category: Strategic Marketing
Category: Applied Machine Learning
Category: Marketing Strategies
Category: Machine Learning Methods
Category: Customer Analysis
Category: Classification And Regression Tree (CART)
Category: Machine Learning
Category: Machine Learning Algorithms
Category: Customer Insights
Category: Marketing Effectiveness
Category: Predictive Modeling
Category: Unsupervised Learning
Category: Predictive Analytics
Category: Marketing Operations
Category: Marketing Strategy and Techniques
Category: Marketing Planning

What you'll learn

  • Predict customer behaviors and market trends using advanced analytics.

Skills you'll gain

Category: Marketing Analytics
Category: Business Analytics
Category: Analytics
Category: Customer Insights
Category: Bayesian Network
Category: Customer Analysis
Category: Time Series Analysis and Forecasting
Category: Bayesian Statistics
Category: Statistical Modeling
Category: Advanced Analytics
Category: Predictive Analytics
Category: Marketing Strategy and Techniques
Category: Forecasting
Category: Markov Model
Category: Marketing Strategies
Category: Marketing Management
Category: Marketing
Category: Predictive Modeling
Category: Strategic Marketing
Category: Marketing Planning

Instructors

A.W. Lukens
University of Colorado System
7 Courses6,530 learners

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