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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1,509 already enrolled

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

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

What you'll learn

  • Predict customer behaviors and market trends using advanced analytics.

Skills you'll gain

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

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Instructors

A.W. Lukens
University of Colorado System
7 Courses 9,889 learners

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