Masterclass Certificate in Survey Data Mining Trends Visualization
-- ViewingNowThe Masterclass Certificate in Survey Data Mining & Trends Visualization is a comprehensive course that equips learners with essential skills in data analysis and visualization. This program is crucial in today's data-driven world, where businesses rely heavily on data to make informed decisions.
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โข Unit 1: Introduction to Survey Data Mining – Overview, Importance, and Applications
โข Unit 2: Data Preprocessing – Data Cleaning, Transformation, and Preparation
โข Unit 3: Data Mining Techniques – Regression, Classification, Clustering, and Association Rule Mining
โข Unit 4: Exploratory Data Analysis – Univariate, Bivariate, and Multivariate Analysis
โข Unit 5: Trends Visualization – Chart Types, Best Practices, and Interactive Visualizations
โข Unit 6: Advanced Visualization Tools – Tableau, PowerBI, and R Shiny
โข Unit 7: Storytelling with Data – Communicating Results, Dashboard Design, and Interactive Reports
โข Unit 8: Real-world Case Studies – Analyzing and Visualizing Survey Data Trends
โข Unit 9: Ethics in Data Mining – Privacy, Bias, and Data Security
โข Unit 10: Future Trends – AI, Machine Learning, and Natural Language Processing in Survey Data Mining
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