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Data Science for Marketing
Coursera
Specialization
Unknown

Data Science for Marketing

University of Colorado System

Focused on marketing professionals, this specialization teaches data science techniques including analytics, regression, and machine learning to enhance marketing strategies and decision-making.

UnknownEnglish

About this Course

This specialization is designed for marketing professionals aiming to harness the power of data science. Across four comprehensive courses, learners will learn about modern marketing data analytics, regression modeling, machine learning, and decision-making. This program covers statistical concepts, predictive analytics, and decision optimization, ensuring a well-rounded understanding of how to apply data science in marketing. Participants will learn to interpret data, forecast trends, and make data-driven marketing decisions, enhancing both customer engagement and business profitability

What You'll Learn

  • Apply data science techniques to optimize marketing strategies
  • Interpret data and forecast marketing trends
  • Make data-driven marketing decisions to enhance profitability

Prerequisites

  • Basic familiarity with the topic and terminology
  • Readiness to practice through applied exercises or case-based work

Instructors

A

A.W. Lukens

Course Developer

T

Tony Cox, Jr.

R

Ric Mills

Topics

Data Analysis
Data Science
Probability and Statistics
Advanced Analytics
AI Personalization
Anomaly Detection
Bayesian Network
Classification And Regression Tree (CART)
Customer Analysis
Data-Driven Decision-Making

Course Info

PlatformCoursera
LevelUnknown
PacingUnknown
PriceFree

Skills

تحليل البيانات
علم البيانات
الاحتمالات والإحصاء
التحليلات المتقدمة
التخصيص بالذكاء الاصطناعي
كشف الشذوذ
الشبكات البايزية
تصنيف وأشجار الانحدار
Customer Analysis
Data-Driven Decision-Making

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