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 Micron Technology

1,677 already enrolled

Get in-depth knowledge of a subject

from 16 reviews of courses in this program

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

from 16 reviews of courses in this program

Intermediate level

Recommended experience

16 weeks to complete
at 4 hours a week
Flexible schedule
Learn at your own pace

See how employees at top companies are mastering in-demand skills

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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

Customer Data Analytics for Marketers

Customer Data Analytics for Marketers

Course 1, 24 hours

What you'll learn

  • Key statistical concepts and simple linear regression to improve data-driven marketing decisions.

Skills you'll gain

Category: Regression Analysis
Category: Data-Driven Decision-Making
Category: Correlation Analysis
Category: Analytics
Category: Statistical Analysis
Category: Statistical Visualization
Category: Descriptive Analytics
Category: Statistical Hypothesis Testing
Category: Customer Analysis
Category: Data Ethics
Category: Customer Retention
Category: Statistical Modeling
Category: Predictive Analytics
Category: Analytical Skills
Category: Probability & Statistics
Category: Data Analysis
Category: Descriptive Statistics
Category: Customer Insights
Category: Marketing Analytics
Category: Data-Driven Marketing
Regression Modeling for Marketers

Regression Modeling for Marketers

Course 2, 19 hours

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: Logistic Regression
Category: Statistical Hypothesis Testing
Category: Statistical Analysis
Category: Model Evaluation
Category: Target Market
Category: Statistical Software
Category: Data-Driven Marketing
Category: Marketing
Category: Data Visualization
Category: Strategic Marketing
Category: Marketing Analytics
Category: Statistical Modeling
Category: Customer Insights
Category: Predictive Analytics
Category: Market Analysis
Category: Variance Analysis
Category: Statistical Methods
Machine Learning for Marketers

Machine Learning for Marketers

Course 3, 22 hours

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: Machine Learning
Category: Marketing Analytics
Category: Predictive Modeling
Category: Unsupervised Learning
Category: Dimensionality Reduction
Category: Supervised Learning
Category: Customer Analysis
Category: Personalized Service
Category: Statistical Machine Learning
Category: Data-Driven Marketing
Category: Business Marketing
Category: Customer experience improvement
Category: Data-Driven Decision-Making
Category: AI Personalization
Category: Strategic Marketing
Category: Advanced Analytics
Category: Predictive Analytics
Category: Marketing Strategies
Category: Applied Machine Learning
Time, Change, and Decisions for Marketing

Time, Change, and Decisions for Marketing

Course 4, 23 hours

What you'll learn

  • Predict customer behaviors and market trends using advanced analytics.

Skills you'll gain

Category: Marketing Analytics
Category: Markov Model
Category: Bayesian Network
Category: Bayesian Statistics
Category: Decision Making
Category: Consumer Behaviour
Category: Strategic Decision-Making
Category: Forecasting
Category: Time Series Analysis and Forecasting
Category: Marketing Strategies
Category: Advanced Analytics
Category: Data-Driven Decision-Making
Category: Customer Engagement
Category: Anomaly Detection
Category: Autoencoders
Category: Predictive Modeling
Category: Data-Driven Marketing
Category: Simulation and Simulation Software
Category: Predictive Analytics
Category: Customer Retention

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Instructors

A.W. Lukens
University of Colorado System
7 Courses10,550 learners

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