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

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: Predictive Analytics
Category: Predictive Modeling
Category: Machine Learning
Category: Unsupervised Learning
Category: Applied Machine Learning
Category: Dimensionality Reduction
Category: Customer Analysis
Category: Customer experience improvement
Category: Marketing Analytics
Category: Marketing Strategies
Category: Strategic Marketing
Category: Data-Driven Decision-Making
Category: Personalized Service
Category: AI Personalization
Category: Advanced Analytics
Category: Regression Analysis

What you'll learn

  • Predict customer behaviors and market trends using advanced analytics.

Skills you'll gain

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

Instructors

A.W. Lukens
University of Colorado System
7 Courses7,414 learners

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