Masterclass Certificate in Data Mining for Digital Marketing
-- ViewingNowThe Masterclass Certificate in Data Mining for Digital Marketing is a comprehensive course designed to equip learners with essential data mining skills for digital marketing. In today's data-driven world, understanding how to extract valuable insights from large data sets is crucial for making informed business decisions.
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โข Unit 1: Introduction to Data Mining in Digital Marketing – concepts, applications, and benefits.
โข Unit 2: Data Preparation for Data Mining – data collection, cleaning, and preprocessing techniques.
โข Unit 3: Data Mining Techniques – overview of classification, clustering, association rule mining, and anomaly detection.
โข Unit 4: Machine Learning Algorithms in Data Mining – decision trees, logistic regression, naive Bayes, and neural networks.
โข Unit 5: Text Mining and Natural Language Processing for Digital Marketing
โข Unit 6: Predictive Analytics with Data Mining – predicting customer behavior, churn, and lifetime value.
โข Unit 7: Data Mining for Social Media Analytics – monitoring and analyzing social media data.
โข Unit 8: Data Visualization and Interpretation for Data Mining Results
โข Unit 9: Ethics and Regulations in Data Mining for Digital Marketing
โข Unit 10: Capstone Project – applying data mining techniques to real-world digital marketing scenarios.
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- ProficiencyEnglish
- ComputerInternetAccess
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- ThreeFourHoursPerWeek
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