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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⢠Unit 1: Introduction to Statistical Methods in Data Science
⢠Unit 2: Probability Theory and Distributions
⢠Unit 3: Descriptive and Inferential Statistics
⢠Unit 4: Exploratory Data Analysis (EDA)
⢠Unit 5: Hypothesis Testing
⢠Unit 6: Regression Analysis
⢠Unit 7: Classification Techniques
⢠Unit 8: Model Evaluation and Validation
⢠Unit 9: Dimensionality Reduction and Feature Selection
⢠Unit 10: Advanced Statistical Learning Techniques
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