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 New York State Department of Labor

Get in-depth knowledge of a subject
4.6

(6 reviews)

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
4.6

(6 reviews)

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

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

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

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: Supervised Learning
Category: Machine Learning
Category: Customer Analysis
Category: Predictive Analytics
Category: Applied Machine Learning
Category: Dimensionality Reduction
Category: Predictive Modeling
Category: Unsupervised Learning
Category: Marketing Strategies
Category: Strategic Marketing
Category: Customer Insights
Category: Consumer Behaviour
Category: Personalized Service
Category: Advanced Analytics
Category: Data-Driven Decision-Making
Category: Regression Analysis
Category: Marketing Analytics

What you'll learn

  • Predict customer behaviors and market trends using advanced analytics.

Skills you'll gain

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

Instructors

A.W. Lukens
University of Colorado System
7 Courses6,991 learners

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