Global Certificate in Data Mining Algorithms: Machine Learning
-- ViewingNowThe Global Certificate in Data Mining Algorithms: Machine Learning is a comprehensive course that equips learners with crucial skills in data mining and machine learning. This certification focuses on teaching various data mining algorithms, their applications, and implementation.
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โข Introduction to Data Mining & Machine Learning
โข Supervised Learning Algorithms
โข Unsupervised Learning Algorithms
โข Decision Trees and Random Forests
โข Regression Analysis & Logistic Regression
โข Support Vector Machines (SVM)
โข Neural Networks & Deep Learning
โข Natural Language Processing (NLP) in Data Mining
โข Ensemble Learning Methods
โข Evaluation Metrics & Model Selection
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