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

from 8 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 8 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

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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: Regression Analysis
Category: Correlation Analysis
Category: Data-Driven Decision-Making
Category: Analytics
Category: Statistical Analysis
Category: Statistical Visualization
Category: Exploratory Data Analysis
Category: Customer Analysis
Category: Marketing Analytics
Category: Customer Insights
Category: Marketing Strategies
Category: Data Analysis
Category: Statistical Hypothesis Testing
Category: Probability & Statistics
Category: Descriptive Statistics
Category: Marketing Effectiveness
Category: Statistical Methods
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: Logistic Regression
Category: Model Evaluation
Category: Statistical Hypothesis Testing
Category: Statistical Analysis
Category: Advanced Analytics
Category: Customer Insights
Category: Marketing Analytics
Category: Variance Analysis
Category: Strategic Marketing
Category: Data Visualization
Category: Statistical Software
Category: Target Market
Category: Marketing Effectiveness
Category: A/B Testing
Category: Statistical Modeling
Category: Predictive Analytics
Category: Marketing Strategies
Category: Market Analysis
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: Dimensionality Reduction
Category: Machine Learning
Category: Model Evaluation
Category: Customer Analysis
Category: Unsupervised Learning
Category: Marketing Analytics
Category: Supervised Learning
Category: Customer Insights
Category: Personalized Service
Category: Marketing Strategies
Category: AI Personalization
Category: Customer experience improvement
Category: Campaign Management
Category: Strategic Marketing
Category: Data-Driven Decision-Making
Category: Applied Machine Learning
Category: Predictive Analytics
Category: Marketing Effectiveness

What you'll learn

  • Predict customer behaviors and market trends using advanced analytics.

Skills you'll gain

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

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Instructors

A.W. Lukens
University of Colorado System
7 Courses 9,859 learners

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