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The students have gained adequate knowledge and understanding of the subject through the Guest Lecture. The said topics of simulations of standard and basic signals with python programming language, were clearly explained with their ongoing real time applications and uses, and their further importance in fields such as Machine Learning(ML) and Artificial Intelligence(AI). This guest lecture had helped students to widen their understanding about how their subjects are molded and used in daily life applications. Students gained knowledge about the cruciality of this subject in this semester and for their further advancement into the field of communication and further extension into AI&ML. The resource person has helped the students to gain their confidence on the said topics

Objective:

To introduce students to the basic methodology of randomness in nature and tt› apply it to problems

To understand basic concepts of probability theory, random variables, multiple random variables, Conditional probabi1ity,joint distribution stastical independence between random variables and expectation including mean square estiiriation.

Outcomes:

tIndersta'nd probabilities and able to solve using an appropriate sample space

Apply the principles of a random process in, system concepts.

Recourse Person: Mr.B,Gonindu is a WSrking as Assistànt Professor in ECE Dept. in JBIET College, Y.enkepally, Hyderabad

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