Graduate Certificate in Retail Data Science and Machine Learning Techniques
-- ViewingNowThe Graduate Certificate in Retail Data Science and Machine Learning Techniques is a comprehensive course that addresses the growing industry demand for data science and machine learning skills in the retail sector. This certificate equips learners with essential skills to analyze consumer behavior, optimize pricing strategies, and improve supply chain management using advanced data analytics techniques.
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โข Introduction to Retail Data Science: Fundamentals of data-driven decision making, retail data analytics, and business intelligence.
โข Machine Learning Techniques: Overview of machine learning algorithms, model evaluation, and selection.
โข Data Preprocessing and Cleaning: Data wrangling, data imputation, and data transformation techniques.
โข Retail Data Mining: Exploratory data analysis, association rule mining, and market basket analysis.
โข Predictive Analytics: Time series forecasting, regression analysis, and classification techniques.
โข Natural Language Processing (NLP): Text preprocessing, sentiment analysis, and topic modeling.
โข Computer Vision for Retail: Object detection, image recognition, and visual search in retail applications.
โข Deep Learning for Retail Analytics: Neural networks, convolutional neural networks (CNNs), and recurrent neural networks (RNNs) in retail.
โข Ethics in Retail Data Science: Data privacy, security, and ethical considerations in retail data science.
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- BasicUnderstandingSubject
- ProficiencyEnglish
- ComputerInternetAccess
- BasicComputerSkills
- DedicationCompleteCourse
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