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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⢠Unit 1: Introduction to Data Science & Machine Learning
⢠Unit 2: Data Preprocessing & Data Wrangling
⢠Unit 3: Regression Analysis in Machine Learning
⢠Unit 4: Classification Models & Algorithms
⢠Unit 5: Clustering Techniques & Implementation
⢠Unit 6: Dimensionality Reduction Strategies
⢠Unit 7: Ensemble Learning Methods
⢠Unit 8: Model Evaluation & Model Selection
⢠Unit 9: Time Series Analysis & Forecasting
⢠Unit 10: Natural Language Processing (NLP) & Text Analytics
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