Professional Certificate in Introduction to Statistical Modeling for Data Science
-- ViewingNowThe Professional Certificate in Introduction to Statistical Modeling for Data Science is a crucial course designed to empower learners with fundamental statistical modeling skills necessary for success in the data-driven industry. This program highlights the importance of statistical models in data science, enabling learners to analyze, visualize, and interpret data effectively.
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โข Unit 1: Introduction to Statistical Modeling in Data Science
โข Unit 2: Probability Theory and Distributions
โข Unit 3: Data Exploration and Preprocessing
โข Unit 4: Regression Analysis in Statistical Modeling
โข Unit 5: Classification Techniques
โข Unit 6: Model Evaluation and Selection
โข Unit 7: Generalized Linear Models
โข Unit 8: Time Series Analysis and Forecasting
โข Unit 9: Introduction to Bayesian Methods
โข Unit 10: Case Studies and Real-world Applications
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