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.

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Get in-depth knowledge of a subject

(6 reviews)

Intermediate level

Recommended experience

Flexible schedule
4 months at 4 hours a week
Earn a career credential
Share your expertise with employers
Get in-depth knowledge of a subject

(6 reviews)

Intermediate level

Recommended experience

Flexible schedule
4 months at 4 hours a week
Earn a career credential
Share your expertise with employers

Overview

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

What’s included

Shareable certificate

Add to your LinkedIn profile

Taught in English
122 practice exercises

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: Analytics
Category: Data-Driven Decision-Making
Category: Statistical Analysis
Category: Predictive Analytics
Category: Data Analysis
Category: Statistical Modeling
Category: Business Ethics
Category: Statistical Hypothesis Testing
Category: Customer Insights
Category: Probability & Statistics
Category: Customer Data Management
Category: Statistical Methods
Category: Marketing Analytics
Category: Descriptive Statistics
Category: Data Visualization
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: Statistical Analysis
Category: Scatter Plots
Category: Predictive Analytics
Category: Variance Analysis
Category: Customer Analysis
Category: Advanced Analytics
Category: A/B Testing
Category: Data Visualization
Category: Marketing Analytics
Category: Statistical Software
Category: Statistical Modeling
Category: Market Analysis
Category: Target Market

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: Predictive Analytics
Category: Classification And Regression Tree (CART)
Category: Machine Learning
Category: Unsupervised Learning
Category: Dimensionality Reduction
Category: Supervised Learning
Category: Regression Analysis
Category: Data-Driven Decision-Making
Category: Marketing
Category: Marketing Analytics
Category: Personalized Service
Category: Customer experience improvement
Category: AI Personalization
Category: Customer Analysis
Category: Predictive Modeling
Category: Feature Engineering
Category: Applied Machine Learning
Category: Marketing Strategies

What you'll learn

  • Predict customer behaviors and market trends using advanced analytics.

Skills you'll gain

Category: Bayesian Network
Category: Time Series Analysis and Forecasting
Category: Marketing Analytics
Category: Anomaly Detection
Category: Bayesian Statistics
Category: Strategic Marketing
Category: Reinforcement Learning
Category: A/B Testing
Category: Simulation and Simulation Software
Category: Advanced Analytics
Category: Predictive Analytics
Category: Forecasting
Category: Statistical Modeling
Category: Marketing Strategies
Category: Trend Analysis
Category: Data-Driven Decision-Making

Earn a career certificate

Add this credential to your LinkedIn profile, resume, or CV. Share it on social media and in your performance review.

Instructors

A.W. Lukens
University of Colorado System
7 Courses8,217 learners
Tony Cox, Jr.
University of Colorado System
4 Courses1,862 learners
Ric Mills
University of Colorado System
1 Course467 learners

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