Introduction to Random Variables Probability Distribution 

This was a very good video and linking random variables to functions was helpful to understand the concept. Thank you!

Hello sir.. I must say u r one of those on RU-vid who actually knows the real definition of random variable and made all my concpets very clear ... I have seen amny videos from prominent coaching institutes but all fail miserable to expalin this simple idea .. thank h very much sir ..

Awesomevideo! This gave me a clear picture of random variable. Since I have understood it, I don't think I will ever forget it. The flow of the topics and your explanation is simply amazing. Great job.

You are my hero and you confirmed my suspicions that a random variable is a misnomer for a very familiar concept in algebra we call a function. Even calling that function random is regression to the misnomer! You explained it very well and your explanation deserves award and recognition within the statisticians’ cult. Thank you so much! That’s what happens when people from outside the math community force themselves upon the masters and come up with weird nonstandard notations that ultimately confuse the very logic and tradition of mathematicians!

So crazy! I've had trouble understanding the concept of random variables. Helpful to realize that random variables are neither random nor variables.

i was having a lot of trouble with these concepts; this video was super super helpful. thank you for posting this 🙏

I am very grateful. Thank you so much for sharing this knowledge. Truly incredbile.

thank you so mush sir..!!! honestly I was searching for this concept ..i opened and closed so many videos becz i was unable to understand ..fortunately i came across ur channel...understood really well :) :)

I proud the teacher like u .i could not understand statistics i am little bit weak but your vlog help me alot .its clear my all concepts

You are a really good teacher . Thanks

Great work sir. Clear explanation.

Thank u sir !!! Your way of teaching is amazing 😁

Sir the session is amazing 👌 sir can you make a video about difference between continuous and discrete random variable to make the concept crystal clear

U r the real teacher

thank you, i understand now 😄

Sir, if we have x(t) a WSS with PSD Sx(f) could you please tell PSD of x(2t-1). I'm stuck with this. Could someone please give some thoughts

thank you! it is great!!!

I wish my teacher could teach as clear as you...

Thank you so much 😊 I wish my lecturer to be you

you are more the amazing teacher and your examples are very useful but i wishes that you but the whole course on youtube

good sir. i understand by your lecture

Really very helpful and easy to understand. Thank you sir.

Thanks for this video 🤠

Great explanation except for the first question and its answer which I disagree. True, a random variable is a function from the sample space to the set of real numbers. Thus it takes as inputs elements of the sample space which are as a result of a random experiment. So these elements ( the results of the experiment)are not only varied but they are the outcomes of a random experiment. Therefore the associated real numbers, that is, the outputs (more than one number) of a function whose inputs are varied and random are necessarily random. When we say X is a random variable we mean X takes on different values (the variable part) which represent the results of a random experiment (random part).

perfect, clear and consistent explanation. Great job!

Excellent explanation...excellent

good understanding thanks a lot sir anil kumar

thanks sir

I could not understand this in class, your vlog has helped me understand more about random variable

Thank u so much sir. No words to say more than this.

Main Difference between Random variable and Random Variable ? Reason

If X is a random variable and c is any constant, can we say (cX)w=cX(w) where w is a element of samples space?

Quite confusing concept but explained better in this video. It's a hard concept to easily understand. It requires much concentration.

Excellent explanation!!!!

GOOD JOB!

Thank you sir :)

Thank you sir.... Greate explanation 🤝

Thank you Sir

Very clear ,usefull ..sir kindly explain *count the number of heads n tails when a single coin tossed 10 times without throwing a coin*

thank you sir it is really informative and helpful. I think just by your lectures I can learn whole topic

13:20 Collection of heights is discrete. Discrete means they are fixed values and not vague regions. If I say my height is anywhere between 6 and 7 meters, that could be continuous case. A similar term to discrete is stochastic.

Method of speaking is clear .. I like it.

My confusion about R V cleared Thanks

Nice

thankuuuu sir!

My vision after watching this video : R. V. Is a function and is also a variable Function Bcz we can have condition on the way we want our outcomes & Variables Bcz the outcome values are different for different elements of sample space Plzzz correct me if I am wrong 🙏🙏

the vary first line of this video was not less than any dialogue .... it was just amazing to hear... 😂😂

nice sir

Omg...saw so many videos on diz topic...by undrstnd it by seeing urs

Very good 🙏😊🙏

Good work sir

well explained sir...

Very well

super super......super

great explanation

Thanks, sir

excellent

Thank you.

You're a godsend sir. My professor should stick to his research bullshit.

It is random and variable. It "random" because the value taken by the random variable depends on what is the outcome & remember that the outcome of the random experiment is random. It is a "variable" in the sense that it depends on what is the outcome. In the experiment of tossing a coin twice, the outcomes can be any one of {HH,HT,TH,TT}, if we define X is random variable indicating number of heads, the value of X depends on the outcome which is random (In the sense outcome could be anyone the 4 possibles & we know only after its occurrence). And this the reasons for my argument. The remaining part is explained neatly.

This is understandable

More power sir

I wished my lecturer can explain that way.....

By definition a function takes at least one input and provides an output.. I don’t see how a random variable takes an input and provides any output that you chose to call it a function.. It is random because it can assume multiple values X = 0,1,2,3 etc and each value can be assumed with a probability attached to it .. For normal variables you don’t have probability attached .. Normal variables will assume a value ( finite or infinite ) but the question of certainty is not attached to it ..

Why always using coin or die. Use real life data

Nice ring

How do we calculate the probability of two missing values in a probability discrete random distribution table

Confusing. .

no you have lectuer skills

can you understand what you are saying. you are saying one word 10^(infinity) times. too much confusing

I understand the concept, but your teaching speed is so slow that can bore someone, and you're repeating one thing many times which irritated me

Random variable is a variable. It's not a function. You have to be kidding me. Talk mathematically. Logic doesnt work everywhere.

Thank you so much Sir