Probability and Statistics for Machine Learning and Data Science
Probability and Statistics for Machine Learning and Data Science
English
Last updated
Sun, 18-Feb-2024
Probability and Statistics for Machine Learning and Data Science
English
Last updated
Sun, 18-Feb-2024
This course provides basic concepts in Statistics and Probability theory that are mainly fundamental to Machine Learning and Data Science. The course addresses a review on basis statistics, Discrete and Continuous Distributions, Sampling and Sampling Distributions, Statistical Inference and Estimates, Analysis of Variance, Regression and Correlation Analysis, Probability distributions and random Sampling, Accept-Reject Sampling and many more.
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