EXAM QUESTION - binning method in data mining in hindi urdu, binning methods for data smoothing

Exam question for binning example is solved in this lecture of binning method in data mining in hindi and urdu language.
Hello, Students
This is 3rd lecture of data mining tutorial for beginners in urdu and hindi series. In end of previous lecture 2, binning was defined and explained to handle noisy data, and today in this lecture, an important exam question of binning method in data mining examples is solved step by step.
_______________________
SATISFACTION NOTE:
_______________________
After watching this video, all your following queries will be solved;
1- what is binning method in data mining in hindi and urdu?
2- What is the purpose of binning in data mining?
3- Is binning a data reduction technique to remove noisy data?
4- What does binning data mean in data mining?
5- How do you calculate bin boundaries in binning method?
6- how to smooth the data by bin boundaries in bining method?
7- what are binning methods for data smoothing in data mining ?
Note:
binning is used in data cleaning to handle noisy data in data mining, so likewise data mining is same as binning in data warehouse and binning in data science or machine learning.
____________________________
Exam Preparation Notes:
____________________________
Q1. what is binning method in data mining ?
Binning or discretization is the process of transforming numerical variables into categorical counterparts. An example is to bin values for Age into categories such as 20-39, 40-59, and 60-79. Numerical variables are usually discretized in the modeling methods based on frequency tables (e.g., decision trees).
Reference: saedsayad website
Q2. How do you calculate bin boundaries?
Here's How to Calculate the Number of Bins and the Bin Width for a Histogram. Calculate the number of bins by taking the square root of the number of data points and round up. Calculate the bin width by dividing the specification tolerance or range (USL-LSL or Max-Min value) by the # of bins.
Reference: qimacros website
LIKE & COMMENT
Regards,
Iqra Mehmood,
Team, Programology
#binning
#binningindatamining
#binningmethodindatamininginhindi

[@sahilDhotre-tu5cg]

mam you make mistake here 4+8+9+15+21+21=78

[@quratulain5577]

tomarrow is my quiz and your vedio save my quiz marks thanx

[@Programology]

glad it helped, share it with your friends please.

[@reyanshchauhan5568]

easy and clear explanation. Good work, Iqra!

[@Programology]

Thanks for liking

[@sanjeetksharma9639]

ya that is easy but answer is 2.5 so there for convert 3 answer no 2 answer ok

[@sufyanshoukat5546]

Easy and to the point Thankyou so much Ma'am.

[@Programology]

thanks, please share it with your friends on whatsapp group or facebook

[@leanderpereira5257]

Plz hlep for binning by boundary for bin 2 : 34-29=5 and 29-24=5 now which will we write then

[@Programology]

yes?

[@zahidrana5937]

excellent work Ma'm .. Me also from VU .. BSSE Last semester k final hony waly hn .. Mn b MCS krny wala hu 😊😊
I found your lectures extremely helpful 🥰🥰 Thank You🔥🔥🔥🔥

[@Programology]

thank you zahid, please share it with classmates, help me get more views

[@zahidrana5937]

@@Programology sure 🥰🥰

[@danyahsan3958]

Bro ya aya tha vu ka lectures ma sy thay papers ma?

[@shubhamshewale8850]

Kuch bhi , mean 13 ata hai Bin1 ka aur Binning by partition me Bin2 mei 29 ke liye 2 condition aati hai wo dono boundaries se same distance pr hai to konsi boundary choose karenge ?? Wo to bataya hi nahi

[@chitralekha03]

👍🏻

[@hamiadkhan9582]

very useful..tnx sis
i am suggesting you plz shot the video in lighting room that will be more clear and look like a professional and 2nd sovled the question before the video that will help u.

[@Programology]

yes you are right, thank you

[@abhijitnayak.8733]

Great Explanation.🧿

[@Programology]

Glad you liked it!

[@qasimgujjar3345]

kamal zabardast video

[@Programology]

Thank you Qasaim, please share it with your friends

[@qasimgujjar3345]

@@Programology okk dear mam i have a question what is equal frequancy bin and equal width bin?

[@vaibhavnirmal1]

Thsnk you for easiest explaination

[@Programology]

thanks

[@linknafeesa6768]

Or jaha tie ho jaa wo b ni batya ap na. Tie ho ga jab hum bin 2 karma gene in boundary ma 29 k near ha 24or 34 k b equal distance ha to ab es ka kya karna gene 5 he distance ha dono ka ab lilhna gene 24/34 29 ki jaga please answer?

[@mukeshshastridillkiaawaj3452]

This concept like we play a game

[@anjushah843]

Tq so much ❤️❤️

[@arshadahmedsamani8235]

Jazakallah mam for this 🤲🌸

[@Programology]

thanks, please share it with your friends on whatsapp group or facebook

[@Aman8957]

Thank you mam

[@ayushmanbhargabagopalbiswas]

Love you mam, Engg semester exam ma help ho raha ha. ❤

[@Programology]

thanks, please share it with your friends on whatsapp group or facebook

[@mrdharmesh2627]

♥️♥️♥️ nice

[@kashafali2616]

Ye cheezen kis subject main prhae jati hen ?

[@shashankgsharma]

Thank you ma'am.

[@Programology]

thanks, please share it with your friends on whatsapp group or facebook

[@iqrashyaseen5273]

Mean bin 1 ki calculation wrong hai
13 ans hai

[@qasimhussain7903]

Thanks

[@wajidop8656]

Thanks sister.

[@Programology]

thanks, please share it with your friends on whatsapp group or facebook

[@oldisgold4286]

thank you

[@Programology]

You're welcome

[@KAVITAKUMARI-ye4ty]

In bin2 29-24=5 and 34-29= 5
Then , What we will have to write in place 29 (24 or 34)?
Please reply
Thank you in advance

[@Programology]

?

[@deftme5440]

She means that, if we have equal distance difference ,which value to replace first.

[@shashankgsharma]

Yeah, same doubt.

[@shashankgsharma]

@@Programology kindly reply.

[@UzairAmin69]

both you can write or write this also [24-29), [29-34] "[" denotes that the lower bound is inclusive, and the parenthesis ")" denotes that the upper bound is exclusive.

[@zaheenali8275]

thanks

[@Programology]

Welcome

[@faisalsaand2856]

✌

[@Programology]

Thank you :-) Share it with your friends

[@faisalsaand2856]

@@Programology Yes sis

[@gautamibhujle984]

Pls explain bin by medians

[@Programology]

ok

[@HarshRaj-bm9eg]

I like your way of tea

[@HarshRaj-bm9eg]

Teaching

[@Programology]

thank you harsh

[@userid8927]

thanks maam 🙏🙏

[@Programology]

thanks, please share it with your friends on whatsapp group or facebook

[@user-qj2eo7mu9f]

Bin by boundary for bin2 is not explained

[@vritra1537]

Noice !

[@Programology]

thanks, please share it with your friends on whatsapp group or facebook

[@khadijakhan4598]

Great 👌👌

[@jayyadav1498]

Nice Voice 😊

[@Programology]

thanks, please share it with your friends

[@ahmedali6543]

4+8+9+15+21+21=78 not 88

[@poonamparmar4203]

Bin 1. Ka ans. 13 aa rha h 🤔🤔🤔

[@qasimmalik3187]

Bin1 mean is 78/6=12

[@kashif-kazmi2050]

78/6 = 13 bro 😂😂

[@qasimmalik3187]

But not 15 😂😂

[@user-yv1tn8iu3j]

mean of bin 1 is 13 hoga aapka calculation wrong hai

[@sadia773]

ye topic vu handsout m to ni h

[@Programology]

thanks, please share it with your friends on whatsapp group or facebook

[@saribwasee2937]

​@@Programology
She is asking about VU handouts, can you confirm us

[@kashif-kazmi2050]

RIP calculation 😂

[@linknafeesa6768]

Maam ghalt kya ha app na sorry to say , 4+8+9+15+21+21 = 78 not 88

[@spicyy143]

4+8+9+15+21+21 equal to 78 so mean is equal to 13 🙂🙃 plzz correct it

[@santoshg625]

Papa ki pari 😂😂😂

[@hypersanugaming5711]

galat hai ek point check karo bin 1

[@yamelite7520]

Tumko maths to aata nahi hai aur questions kara rahi ho.. 78 aayega 88 nahi