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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⢠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: Cluster Analysis and Dimensionality Reduction
⢠Unit 9: Introduction to Bayesian Statistics
⢠Unit 10: Resampling and Bootstrapping Techniques
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