Masterclass Certificate in Retail Data Science Essentials
-- ViewingNowThe Masterclass Certificate in Retail Data Science Essentials is a comprehensive course that equips learners with vital skills for success in today's data-driven retail industry. This program is essential for professionals who seek to advance their careers, providing a solid foundation in data analytics, machine learning, and artificial intelligence.
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โข Introduction to Retail Data Science: Fundamentals of data science, retail industry overview, and the role of data science in retail
โข Data Collection and Management: Data sources in retail, data cleaning, and data management techniques
โข Descriptive and Diagnostic Analytics: Data visualization, exploratory data analysis, and hypothesis testing
โข Predictive Analytics: Regression analysis, time series forecasting, and customer segmentation
โข Prescriptive Analytics: Optimization models, simulation algorithms, and decision trees
โข Machine Learning for Retail: Supervised, unsupervised, and reinforcement learning applications in retail
โข Big Data and Cloud Computing: Hadoop, Spark, and cloud-based data storage solutions
โข Ethics and Privacy in Retail Data Science: Data privacy regulations, ethical considerations, and responsible data practices
โข Communication and Visualization: Storytelling with data, data visualization best practices, and presenting insights to stakeholders
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