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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1,516 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

What you'll learn

  • Apply data science techniques to optimize marketing strategies and increase customer engagement.

Details to know

Shareable certificate

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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

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

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

What you'll learn

  • Predict customer behaviors and market trends using advanced analytics.

Skills you'll gain

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

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Instructors

A.W. Lukens
University of Colorado System
7 Courses 9,910 learners

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