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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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

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Specialization - 4 course series

Customer Data Analytics for Marketers

Course 123 hours4.9 (10 ratings)

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 Visualization
Category: Data-Driven Decision-Making
Category: Statistical Analysis
Category: Customer Insights
Category: Marketing Strategies
Category: Customer Retention
Category: Statistical Modeling
Category: Data Ethics
Category: Customer Analysis
Category: Probability & Statistics
Category: Descriptive Statistics
Category: Marketing Analytics
Category: Statistical Hypothesis Testing
Category: Statistical Methods
Category: Probability Distribution
Category: Data 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: Statistical Hypothesis Testing
Category: A/B Testing
Category: Advanced Analytics
Category: Marketing Strategies
Category: Statistical Software
Category: Strategic Marketing
Category: Data Visualization
Category: Customer Insights
Category: Marketing Effectiveness
Category: Variance Analysis
Category: Marketing Analytics
Category: Market Analysis
Category: Marketing
Category: Statistical Modeling
Category: Predictive Analytics

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

What you'll learn

  • Predict customer behaviors and market trends using advanced analytics.

Skills you'll gain

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

Instructors

A.W. Lukens
University of Colorado System
7 Courses7,310 learners

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