Advanced Certificate in Data Science Machine Learning: Predictive Models
-- ViewingNowThe Advanced Certificate in Data Science: Machine Learning – Predictive Models is a comprehensive course that addresses the growing industry demand for data science professionals skilled in predictive modeling. This certification equips learners with essential skills to design, implement, and maintain predictive models using machine learning algorithms and data science tools.
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โข Unit 1: Introduction to Data Science & Machine Learning
โข Unit 2: Data Preprocessing & Data Wrangling
โข Unit 3: Regression Analysis in Machine Learning
โข Unit 4: Classification Models & Algorithms
โข Unit 5: Clustering Techniques & Implementation
โข Unit 6: Dimensionality Reduction Strategies
โข Unit 7: Ensemble Learning Methods
โข Unit 8: Model Evaluation & Model Selection
โข Unit 9: Time Series Analysis & Forecasting
โข Unit 10: Natural Language Processing (NLP) & Text Analytics
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