ABOUT THE COURSEIn this course, you will learn about probability, different types of distribution and density functions, joint distributions and density functions and the different moments, parameter estimation and minimum risk estimation and the application of probability in the field of Data Science and ML.
COURSE OBJECTIVESUpon successful completion of the course, the learner will be able to :
In this topic, you will learn about introduction to probability and the various terms associated with it. You will understand conditional probability by solving various problems in random variables and finding probabilities for random processes.
In this topic, you will learn about different probability distribution and density functions. You will learn about choosing and applying appropriate Probability Densities functions.
In this topic, you will learn about joint distributions and Densities.You will also understand the various order of Moments.
In this topic, you will learn about choosing the correct parameter through parameter estimation and risk estimation for a given process.
In this topic, you will learn about the application of Probability in the field of Data Science and ML.
You can opt for the following courses once you complete your ongoing course
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