Professional Certificate in Engineering Data Mining: Valuable Insights
-- ViewingNowThe Professional Certificate in Engineering Data Mining: Valuable Insights is a crucial course designed to equip learners with essential data mining skills for engineering applications. This program highlights the importance of data-driven decision-making in engineering, providing insights into analyzing large datasets and extracting valuable information.
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โข Unit 1: Introduction to Engineering Data Mining
โข Unit 2: Data Preprocessing and Cleaning
โข Unit 3: Exploratory Data Analysis
โข Unit 4: Regression Techniques in Data Mining
โข Unit 5: Classification Algorithms
โข Unit 6: Clustering Analysis
โข Unit 7: Dimensionality Reduction
โข Unit 8: Time Series Analysis and Forecasting
โข Unit 9: Ensemble Learning and Boosting Techniques
โข Unit 10: Evaluation Metrics and Model Selection
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