Certificate in Statistical Methods for Data Science: Future-Ready Approaches
-- ViewingNowThe Certificate in Statistical Methods for Data Science is a future-ready course that empowers learners with essential skills in statistical methods critical for data science. This course is significant due to the increasing industry demand for data scientists who can leverage statistical techniques to drive data-driven decision-making.
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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: Model Evaluation and Validation
โข Unit 9: Dimensionality Reduction and Feature Selection
โข Unit 10: Advanced Statistical Learning Techniques
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