Masterclass Certificate in Statistical Modeling and Optimization
-- ViewingNowThe Masterclass Certificate in Statistical Modeling and Optimization is a comprehensive course that equips learners with essential skills in data analysis, predictive modeling, and optimization techniques. This course is designed to meet the growing industry demand for professionals who can leverage statistical methods to drive data-driven decision-making and improve business performance.
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⢠Unit 1: Introduction to Statistical Modeling
⢠Unit 2: Probability Foundations in Statistical Modeling
⢠Unit 3: Data Preprocessing and Exploratory Data Analysis
⢠Unit 4: Regression Analysis and Model Building
⢠Unit 5: Design of Experiments and Analysis of Variance (ANOVA)
⢠Unit 6: Generalized Linear Models and Logistic Regression
⢠Unit 7: Time Series Analysis and Forecasting
⢠Unit 8: Nonparametric Methods and Robust Statistics
⢠Unit 9: Machine Learning for Statistical Optimization
⢠Unit 10: Case Studies and Real-world Applications in Statistical Modeling and Optimization
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