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There are good resource available on internet for
Random process
For video lecture I would suggest you to go through lecture of Mondal sir from IIT Kharagpur and their is a book named Random Variable and Stochastic process by Papoulis it is Bible for Random variable and random process with detailed explanation
Also you can look lecture of Prof. Surendra Prasad of IIT DELHI, Prof. Aditya k Jagannath from IIT Kanpur
Feel free to ask me in the comment box if you are having any further doubts
hope you find it helpful
Good Luck!
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