Online Course – Google Certified Professional Marketing Internship

Learn data science for marketing success. Gain advanced skills in marketing data analysis, machine learning, and decision-making strategies to improve customer lifetime value.

Suggested by: Coursera (What is Coursera?)

Professional Certificate

Beginners

No prior knowledge required

Time to complete the course

7-day free trial

No unnecessary risks

Skills you will acquire in the course

  • Modern data analytics in marketing
  • Regression models
  • Machine learning
  • Decision Making
  • Interpret data
  • Predict trends
  • Make data-driven marketing decisions
  • Use data visualizations and statistical outputs
  • Practice predicting how marketing actions affect customer behavior

What you will learn in the course

Courses for which the course is suitable

  • Marketing Analyst
  • Marketing Manager
  • Data Science Specialist in Marketing
  • Data Analyst
  • Marketing Project Manager
  • Marketing consultant
  • Marketing Campaign Manager
  • Marketing trend forecasting expert
  • Customer Engagement Manager
  • Marketing Decision Optimization Manager

Expertise – 4-part course series

This specialization is designed for marketers who want to harness the power of data science. Over four comprehensive courses, learners will learn about:

  • Modern data analytics in marketing
  • Regression models
  • Machine learning
  • Decision Making

The program covers statistical concepts, predictive analytics, and decision optimization, providing an in-depth understanding of how to use data science in marketing. Participants will learn:

  • Interpret data
  • Predict trends
  • Make data-driven marketing decisions

Which will lead to improved customer engagement and business profitability.

Hands-on Learning Project

Students will use data visualizations and statistical output to interpret marketing data for real-world applications. The instructor will provide several examples where learners can apply the skills learned in the courses. Learners will have the opportunity to practice predicting how marketing actions affect customer behavior.

Details of the courses that make up the specialization

Customer data analysis for marketing

Course 1: Statistics Concepts and Linear Regression

Duration: 23 hours

What you will learn: Essential statistics concepts and simple linear regression to improve data-driven marketing decisions.

Skills you will gain:

  • Structural Equation Models (SEM)
  • Basic statistics concepts
  • Ethical data analysis
  • Data correlation visualization
  • Marketing data analysis

Course 2: Regressive Marketing Models

Duration: 19 hours

What you will learn: Apply regression analysis to understand and predict marketing results.

Skills you will gain:

  • Predictive analytics for consumer insights
  • Regression analysis in marketing
  • Data visualization
  • Advanced marketing analysis techniques
  • Interpreting statistical software outputs

Course 3: Machine Learning for Marketing

Duration: 21 hours

What you will learn: Applying machine learning to improve tailored marketing and strategic decisions.

Skills you will gain:

  • Analysis and campaigns in independence
  • Predictive analytics in marketing
  • Machine learning
  • Customized marketing strategies
  • Advanced machine learning techniques
  • Customer behavior and preference analysis

Course 4: Time, Change, and Decisions in Marketing

Duration: 22 hours

What you will learn: Predict customer behavior and market trends through advanced analytics.

Skills you will gain:

  • Decision making in data-driven marketing
  • Time series
  • Causal models