Professional Certificate in Statistical Methods for Data Science: Career Growth
-- ViewingNowThe Professional Certificate in Statistical Methods for Data Science: Career Growth is a crucial course for learners aiming to advance their careers in the rapidly growing field of data science. This program covers fundamental statistical methods, including regression analysis, probability, experimental design, and predictive modeling.
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โข Unit 1: Introduction to Statistical Methods in Data Science
โข Unit 2: Probability Theory and Distributions
โข Unit 3: Descriptive and Inferential Statistics
โข Unit 4: Exploratory Data Analysis (EDA)
โข Unit 5: Hypothesis Testing
โข Unit 6: Regression Analysis
โข Unit 7: Classification Techniques
โข Unit 8: Cluster Analysis and Dimensionality Reduction
โข Unit 9: Introduction to Bayesian Statistics
โข Unit 10: Resampling and Bootstrapping Techniques
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