I have watch several u-tube videos on decorators & got more confused. You just made my day because I now clearly understand decorators. Excellent job!

Great work Sir, Your teaching method is very persuasive and I'm following 12 days of python for ML. Thank you !!

These videos needs to go viral ,explained in such a beautifull way.

Amazing Video! Best explanation of decorators so far! Thank You

Finally after a month got this point cleared...Thnks Krish

Krish , excellent lessons! Than you for your hard work! I learned a lot here. It made me think. If I may so boldly add some additional logic to your great lecture on the copying of function's. I think Python's `concept of scope` is also an important topic to touch on when explaining function copying. Scope's are created only at function invocation( execution or call) and names are either "in scope" or "out-of-scope". I defined the welcome( ) function and using the following two assignment's: wel = welcome( ) and wel = welcome. The first assignment assigns a function call value. The later, only the function definition. NOTE: In either assignment's, the variable that is used reference's the exact same memory location of the defined function. ( I also use both the print and return statement's.) In the first assignment [ wel = welcome( ) ] , I use the print statement and the prints to standard output on the call to welcome( ). Now for function copying, and still using the print statement, I assign the variable 'wel' to 'welcome( )'. If I try to run "wel( )" I get `TypeError: 'NoneType' object is not callable `. "None" is also returned if you try to print the variable - 'wel' because there is no 'name' value given for any existing variable in the function's scope, only a print statement. If I instead use a 'return` statement instead, the returned 'value" is stored in the memory location of the welcome( ) function. The later method: `wel = welcome` (without parentheses ) copies the welcome ( ) function definition AND it's function body to "wel". Big Note here: the welcome( ) function is not executed at assignment! Now when you execute, wel( ), you get the string value. This is because the variable 'wel' is able to reference the body of the welcome( ) function in the global scope and invoke it , which 'wel( )' runs and creates it's local scope at the invocation for the value returned by the print statement. Am I close?

Wonderful. This is what am exactly looking for decorator and clouser. Thank you Krish.

You explain so well. I understand well and I am learning out of interest. Keep going!

Amazing video, explanation is awesome, I was always confused about decorator. Got it now :)

you made it easier to understand and it's great .

Great Job Krish, Closure is something I never used as a terminology and decorators were always a black box until now. I liked the logical building blocks in your teaching method. I think function copy you mentioned does not copy the function as such, the variable wel simply stores the result from the earlier execution of welcome() . Correct me if I am wrong.

Thank you 🙏🏻 it’s very helpful

Checking out the cell no helps in debugging bugs of non executions of cells (variable not found), using variables which have been initialised somewhere else, I don't need to advise this, but keep calm, don't get tense, you are doing a great work

Mind blowing explanation clear all Doubts thanku 🙏

The way you explained is very good to understand easy bro excellent

you are amazing krish

Wow amazing I like the way you are teaching Thank you sir

thank you very much, excellent explanation!!!

Sir i had a confusion at 6:19, i wanted to know when main_welcome() was called, which of the below described steps initiated: 1. when main_welcome() was called, then return sub_welcome_class() line initiated which then called the sub_welcome_class() function, which the printed the following lines. 2. Or any explanation which you would tell or say in modification of my explanation.

Thanks Krish, I just want to know what will be the type of 'wel' in function copy case. From my understanding it would be str() not function. as we've stored return value from function welcome and then stored to 'wel'. But if we remove the parentheses while calling that will assign the function object to 'wel'. Correct me If I'm missing anything here.

Hi Krish. This is an appropriate opportunity to say thanks for your great videos and thank you for the good work you are making. I would like to comment regarding this video (time- 2:50) wel = welcome() - is NOT a function copy, it is a function invocation wel = welcome - creates a new reference to a function As you are an appreciated professional, may be I didn't follow your exact meaning. Can you please clarify? Thanks

Yesterday i was searching for closure , i got various videos but not satisfied. Finally , i get this one. Thank you sir🙏🏻

Sir, for a college student what is more important taking internships or working on various data sets and improvising the topics

Really good explanation

Closure mean, a function returned by another function and that returned function still have access to its sourrended variables where it is defined.

Powli muthee

superb well done

loved it

Great Content..😃

wel= welcome() actually copy the string to the variable wel and not the function. you did not call wel as function is called like wel(). The correct syntax to copy a function is wel = welcome without brackets.

You meant to code wel = welcome to demonstrating function copy right? Instead of wel = welcome() , which will just assign to wel whatever welcome() returns

For me non type object error appeared after creating decorator

According to me answer of your question: " after delete the function "welcome" is wel give the output or not" so my answer is no bcoz wel doesn't have any reference of that function so it doesn't give an output

Thank you. In one of the data science interviews, I was asked - where would you use decorators?

Now i understand where is @decorater the function just after it will pass as parameter

sir, any update about data science 15-month course by ineuron.

Sir, I guess for the decorators we need to use " return sub_ welcome_class" instead of "return sub_welcome_class()"

during your session you missed one bracket and it did not threw any error, any specific reason?? ### Closures & initial Decorators def main_welcome(func): def sub_welcome_class(): print("Welcome To Krish Naik KZfaq Channel") print(func([1,2,3,4,5,6])) #bracket missed over here print("Please subscribe Krish channel") return sub_welcome_class()

You forgot parameters passing in decorators

No Man, this is not advanced, this is the first step of decorators

Sir I am beginner suggest me how to start. I know basic python and data visualization.

Difficulty in understanding and u missed some points

it's going to get deleted.

I like your hard work, unfortunately from my personal point of perspective, it is rather confusing the way you elaborate the concept of Decorator in Python.