University of Colorado System
Data Science for Marketing Specialization

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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

Included with Coursera Plus

Get in-depth knowledge of a subject
4.6

(7 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

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

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

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: Supervised Learning
Category: Customer Analysis
Category: Machine Learning
Category: Dimensionality Reduction
Category: Unsupervised Learning
Category: Data-Driven Decision-Making
Category: Customer Insights
Category: AI Personalization
Category: Marketing Analytics
Category: Model Evaluation
Category: Campaign Management
Category: Marketing Strategies
Category: Applied Machine Learning
Category: Customer experience improvement
Category: Personalized Service
Category: Marketing Effectiveness
Category: Strategic Marketing

What you'll learn

  • Predict customer behaviors and market trends using advanced analytics.

Skills you'll gain

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

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Instructors

A.W. Lukens
University of Colorado System
7 Courses9,430 learners

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