MASTER Apriori Algorithm in 2024 with This ONE Trick

[@RupaliTripathi66]

So far this is the only video I encountered in hours with proper explanation. Thanks a lot. Cheers :)

[@CSEGURUS]

Glad it helped...Thank u for ur comment..

[@CSEGURUS]

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[@christianlira1259]

Excellent logical build explanation and thank you for helping me clearly understand the Apriori Algorithmank functionality. Thank you also for making this video. Much appreciated

[@CSEGURUS]

Glad it helped. Thank u very much.. Keep Learning..

[@kristenm3261]

Thank you! I watched 4 videos on this algorithm and I couldn't understand it until your video!

[@CSEGURUS]

Glad it helped..
Watch Top 90 Data Structures MCQs in the following link...
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[@pranavdalvi8048]

tum bohot mast kaam karta hai CSE GURUS bhai❤

[@CSEGURUS]

Thank u and Keep learning..

[@appophiss3890]

extremely helpful, thanks for taking the time to explain this thoroughly

[@CSEGURUS]

You're very welcome.....

[@rabiasharif2820]

@@CSEGURUS hi sir, can u pls tell if min support count is 3.2 Or 3.4 what to do

[@prateekshapatil]

thanks a tonnn sir... Will rock my exam tomorrow :)

[@shivampant4919]

Two channels helping me to pass my Analytics exam of MBA:
1. cse guru
2. Online tutorial by Vaishali.
Thanks so much Sir.

[@CSEGURUS]

Keep Learning

[@dhanushsrinath07]

"that Indian guy on UA-cam" prophecy lives on.

[@CSEGURUS]

Thank u alot.. Keep Learning...You can watch this playlist for placement related stuff in C
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[@shaziyasultana4373]

This video was very much useful, helpful to me..

[@CSEGURUS]

Glad to hear that... Keep Learning..

[@rockeyrockey760]

✨❤️❤️❤️ very clear explanation sirr thank you so much!!!!!!

[@CSEGURUS]

You're most welcome...

[@ajaykumarprasad8849]

I couldn't start my assignment.
But now I can.
Thanks a lot.

[@CSEGURUS]

Always welcome.. Keep Learning.

[@dharmanshah1239]

Best videos on this topic.Keep up the good work sir.Cheers!!

[@CSEGURUS]

Thanks a ton... Keep Learning...

[@radouaneaarbaoui7206]

Very good job. I love the simplicity of this explanation.

[@CSEGURUS]

Glad you like it.. Thank u.

[@bottasumanth8393]

Very good teaching sir. All my doubts were satisfied with ur explanations.

[@CSEGURUS]

Glad to hear that....You can watch this playlist for more stuff in C
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[@qcap]

Clean and crisp explanation. Very useful and lucid.

[@CSEGURUS]

Glad it was helpful!.. Keep Learning...

[@kirtipriyamvadatangirala5956]

explained in a simple easy to understand way thank you sir

[@CSEGURUS]

You are most welcome..
Watch Top 90 Data Structures MCQs in the following link...
ua-cam.com/video/i2LTAJhkFf8/v-deo.html

[@recamnyange8227]

thanks, you make me understand and i have full confidence to take my exam

[@CSEGURUS]

Thank you. Keep Learning.

[@jishajustin9523]

Excellent teaching. God bless you

[@CSEGURUS]

Thank u very much...

[@prajwalmore2098]

just one video and i get it... Thank you sir. 🙏

[@CSEGURUS]

Most welcome...Watch Data warehousing and Data mining videos
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[@suryatamil1471]

Extremely awesome and clear cut explains..thanks for making this video go-ahead

[@CSEGURUS]

Many Thanks and Keep Learning..
Watch Data warehousing and Data mining videos
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[@ASIFAlI-lq4rd]

best video on apririo topic

[@CSEGURUS]

Many thanks...
Watch Data warehousing and Data mining videos
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[@dhavalkalaria5384]

Was stuck at one step..thanks for clearing my doubt 🙏

[@CSEGURUS]

Always welcome... Keep Learning...

[@prashantmarathe6515]

excellent stuff brother,doubts are clear! thank you!!!!

[@CSEGURUS]

Very welcome...and Keep Learning..

[@naninani9812]

Your explanation is very well
Good keep it up...

[@CSEGURUS]

Thank u. Keep learning.😊

[@malikumarhassan1]

Thanks a lot , for this great explanation.

[@CSEGURUS]

Most welcome...Watch Top 90 Data Structures MCQs in the following link...
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[@NVAKAYAMINI]

Clear and detailed approach

[@CSEGURUS]

Thank u for liking.. Keep Learning..

[@pavanimatta2655]

Ur Explanitation is very good easy to understand

[@CSEGURUS]

Thank you.. Keep Learning....

[@akshatanand5804]

Really this is a exam saviour video , thanks👍

[@CSEGURUS]

Most welcome 😊... Keep Learning..

[@superflex007]

Very well explained

[@mjenny4592]

Easy explanation....... ThankYouuuu

[@CSEGURUS]

You are most welcome...

[@vamsikrishnagannamaneni912]

Great explanation, made everything clear

[@CSEGURUS]

Great to hear that.. Keep Learning..
You can watch this playlist for more stuff in C
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[@gayatrikuna1660]

Thank you so much...its very easy to understand 😊

[@CSEGURUS]

Most welcome 😊..Keep Learning..

[@dubalikessuba3833]

Amazing lecture sir! Thank you

[@CSEGURUS]

Most welcome.. Keep Learning..

[@abhinetrakumar]

Thank you so much sir for this amazing explanation🙏 ❤️

[@shivsakthi37]

Saviour before exam 👊🙌

[@CSEGURUS]

Glad it helped..
Watch Top 90 Data Structures MCQs in the following link...
ua-cam.com/video/i2LTAJhkFf8/v-deo.html

[@-R-Prashanth]

thanks for making this video..sir

[@ayikkathilkarthik4312]

Doubt here:
While generating C3, don't we have to generate all possible candidates. And then while generating L3 we have to remove those having less support than the minimum support. Why you have directly removed sets having less support while generating C3?

[@sachinramesar3183]

I think you must ignore all infrequent 2-itemsets when determining C3. So all 3-item sets which contains {I1, I4}, {I3,I4}, {I3,I5}, {I4,I5}, must be ignored. It's the Apriori principle: If an itemset is frequent, then all of its subsets must also be frequent. (That is, if a subset of an itemset X is infrequent, the
itemset X is infrequent)

[@ravikumarsampadarao8547]

tq for u r neat and clean explanation

[@CSEGURUS]

So nice of you...You can watch this playlist for more stuff in C
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[@muhammadabdullah7326]

A very Nice explanation bro

[@CSEGURUS]

Thank you ... Keep learning..

[@chirraswathi7195]

Thank you soo much for bettter explanation

[@CSEGURUS]

Most welcome 😊... Keep Learning..

[@anjualias9322]

Very good explanation.Thank you so much!

[@CSEGURUS]

Glad you liked it.. Keep Learning...

[@ArunKumar-ir5tp]

Really so helpful to your explanation sir. thank you so much

[@CSEGURUS]

You are most welcome... Keep Learning...

[@dinosilooy2228]

Sorry sir, but C2 means 2-candidate itemset, and for frequent-2 itemset is denoted by L2. Anyway, thanks for the video. It helps me to get a better understanding.

[@MobileHuber]

What if in question minimum support is 2 and confidence is 60% given.So how to find confidence?

[@philipdevasia1135]

Confidence is for generating strong association rule. Watch other video of his

[@manimarans176]

Thank u very much .. Very helpfull ..

[@CSEGURUS]

Most welcome and Thank u..

[@siketrun3505]

I got this. Im From Turkey Adana city.
English people say turkey because this bird came from turkey to eng. Turks call this bird like hindi because it came to turkey from hindistan(india in turkish) to turkey. (this info from me to yu)

[@pantomath7089]

Nice clear explanation! 👍

[@CSEGURUS]

Glad it was helpful...

[@mr_koyya]

Good explanation sir tq♥️

[@CSEGURUS]

Thank u.. and Keep learning..

[@gihan_liyanage]

well explained.. thank you very much...

[@CSEGURUS]

Thank you. Keep Learning.

[@aveenperera3128]

great teaching. Thank you

[@CSEGURUS]

You are welcome.. Keep Learning..

[@kamathprajna]

Thank you .. 👍

[@CSEGURUS]

You are welcome and Keep Learning..

[@vishalmishra7018]

Great explanation

[@CSEGURUS]

Glad you liked it...keep Learning

[@parshuram7431]

I was expecting association rules to be explained at the end.😔

[@CSEGURUS]

I made it as a another video.. You can watch here...ua-cam.com/video/UP4ezNZfcH0/v-deo.html

[@parshuram7431]

@@CSEGURUS yeah I found that video later on as I searched this channel.
Thank you sir.

[@manojk1849]

@@CSEGURUS A database has four transactions. Let min_sup=60% and min_conf-80%
TID
Date
Items Bought
100
10/15/2018
{K, A, B, D}
200
10/15/2018
{D, A, C, E, B}
300
10/19/2018
{C, A, B, E}
400
10/22/2018
{B, A, D}
1)Find all frequent items using Apriori & FP-growth, respectively. Compare the efficiency of the two-meaning process.
2)List all of the strong association rules (with support 's' and confidence 'c') matching the following meta-rule where X is a variable representing customers, and item i denotes variables representing items (e.g., "A", "B",etc.): Vx C transactions, buys(X,item1) ^ buys(X,item2) => buys(X,item3) [s,c]
Please explain this example sir

[@manojk1849]

hope I will get solution sir

[@pushparoyal46]

Thank uh sir nice explanation

[@CSEGURUS]

Most welcome... Watch Data warehousing and Data mining videos
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[@argachewbryene2786]

ypur explanation is good,continue in such a way!!!

[@CSEGURUS]

Thank you. Keep Learning. and Suggest me the topics that you require.

[@Digitabe]

Very well explained, thank you!

[@CSEGURUS]

Thank you. Keep Learning.

[@karthikashanmugasundaram9179]

very clear explanation

[@CSEGURUS]

Thanks for liking..

[@CSEGURUS]

Please try this too...
Next 50 mcqs
ua-cam.com/video/AlOQMTr5zD0/v-deo.html

[@AmitRBej]

In prune step C(k) is a superset of L(k) not L(k-1).

[@tanayshirodkar3432]

Thank you so much for this video!

[@CSEGURUS]

You are so welcome.. Keep Learning.

[@annubabu5724]

Very helpful lecture 👍

[@CSEGURUS]

Thank u .. Keep learning...

[@anastasiiamalyk1706]

Thanks for the explanation!

[@CSEGURUS]

Keep Learning...

[@thechannel8764]

keep learning

[@fasnack4350]

Ur explanation good..

[@CSEGURUS]

Thank you.. Keep Learning...

[@priyankapasupuleti5892]

Superb explanation.tqs a lot

[@CSEGURUS]

Keep Learning

[@techteens694]

Really good explanation, Thank you!

[@CSEGURUS]

Thank you... Keep learning....

[@aslam5509]

Wow superb

[@CSEGURUS]

Thank you.. Keep Learning...

[@jayasuryagunasekharan423]

Good job!!!

[@CSEGURUS]

Thank you. Keep Learning.

[@zainabmahyob8641]

Thank you alot
is I1,12,13
I1,I2,I5 is the candedat support ??

[@priyapriya8238]

Sir please solve modified frequent pattern growth algorithm please 🙏🏾🙏🏾🙏🏾🙏🏾🙏🏾🙏🏾🙏🏾🙏🏾🙏🏾

[@CSEGURUS]

Pls watch it here..
ua-cam.com/video/VB8KWm8MXss/v-deo.html

[@rajarathnamghanta1498]

Excellent explanation sir

[@CSEGURUS]

Thank you. Keep Learning.

[@manchaiahmanchaiah2448]

Hello. If they gave min support as 22% then how can I convert into 1 digit

[@nishatfatima2277]

Should we find association rule for both I1,I2,I3 and I1,I2,I5 or any one is enough??

[@CSEGURUS]

All the frequent patterns have to be taken for generating Association rules. So here we have to take both.

[@sujathasivakumar6422]

Super explanation sir.if min support count is in point (eg 3.4).how to solve that

[@yosuajuliando]

ask. Is it if we only want or are only able to make 3 iterations, does that violate the Apriori concept itself?

[@rabiasharif2820]

I understood your apirori algorithm video it was very helpful, but I am left with one
query that is if min support count is let say 3.3 or 3.4 not 3.5 after multiplying support threshold with total transactions what can i do Can i omit it and write 3?

[@CSERISHINANDHA]

ayo did you find the answer? my exams comin up quick and i needa know that!

[@aajumadhavan7341]

sir suppose if they given min support 60%how to solve it sir?

[@csnotes599]

Thank you sir 🥺

[@CSEGURUS]

Glad it helped...Keep learning..

[@shadabshariff3578]

apriori risk 1 in 760 means wat sir

[@anjanavikraman8309]

What if min support is higher than individual itemset count in the first table itself?

[@techhackz2897]

then u have no frequent iteam set in ur database

[@ilovemusic465]

Can u explain the corresponding algorithm which is mentioned in the textbook step wise?

[@CSEGURUS]

Defintely, i will do in my future video lectures.

[@stvrlighttab99]

In question, minimum support is given as 20% so what to do?

[@CSEGURUS]

check what is 20% of given no of trasactions.. Here we have 9 transactions.. so 20% of 9 is 1.8 approx... so u can take min sup count as 2..

[@stvrlighttab99]

Ty so much☺️

[@ashwinikoti3788]

Sir plc upload data analytics videos. ..like naive -Bayes analysis , support vector machines, Web mining...vtu syllabus concepts

[@CSEGURUS]

yes. i will try. can u send the syllabus to [e-mail].

[@zenemj]

very well explanation.

[@CSEGURUS]

Thank you. Keep Learning.

[@trivenimudraboina8331]

Sir what if at last l4 is not empty and contains one item in it .can we consider that item set instead of lk-1 items

[@CSEGURUS]

Yes.. But the item set should satisfy min. support constraint.. otherwise Ik-1 to be considered.

[@MrColinGiam]

Hi, May I ask why association rule isn’t good in mining numerical value?

[@NJhansisri]

Sir ,if possible please make videos in other algorithms like decision tree, linear regression ect.

[@abhijeetgorai242]

Thank You sir
Plz also make a video on FP growth algorithm

[@CSEGURUS]

FP-Growth algorithm..
ua-cam.com/video/VB8KWm8MXss/v-deo.html

[@pvspreetham]

@@CSEGURUS hell yeah brother, cheers from iraq. 👍

[@chandbin9153]

Min support count how would we consider

[@CSEGURUS]

It will be given in Question as constraint.

[@CODEMASTER_TUTORIALS]

Great going sir :) Thank you 🙂

[@CSEGURUS]

Most welcome 😊 Keep Learning..

[@souravtiwari2798]

What is minimum support count and hiw it is predefined ?

[@CSEGURUS]

ua-cam.com/video/HuXyvETwoUo/v-deo.html

[@gavingaydon5949]

What a legend.

[@CSEGURUS]

Most welcome for ur words.... Keep Learning...

[@Prashant_Prasara]

Plz upload more videos on data mining

[@balachandrikathottempudi1987]

Her you take min support as 2 right? y do u take as 2 only? it is not given right?

[@CSEGURUS]

Minimum support always will be mentioned in the question. Otherwise the Question is incomplete.

[@SkipperPlaysYT]

YOU NEED TO EXPLAIN THE PRUNE STEP PROPERLY !!!!!

[@shaziyasultana4373]

Have u uploaded videos on web tech sir .if not plz upload otherwise share me link if it is uploaded plzzzzzz

[@m.kirmanikirmani4486]

Nice👍👍👍

[@CSEGURUS]

Thanks for the visit... Keep learning...

[@Local_Nerd]

Thank You!

[@CSEGURUS]

You're welcome!

[@Unicorn-rj6go]

Minimum support value is 0.3 in problem, what should I do. Please help me

[@CSEGURUS]

I think that is indirectly given as 30%. so min.support count= 0.3*total no.of transactions.

[@philipdevasia1135]

@@CSEGURUS how to approximate if 3.4, ceil =4 or floor=3??

[@MiXXiMoKeraLaN]

you took the wrong candidate sets for C3. except for {i1,i2,i3} and {i1,i2,i5}, all those extra sets are not eligible to be added to C3.

[@CSEGURUS]

To make the viewers more understanding, i have taken those sets too. Anyway you can observe in the next step that those extra sets are removed.

[@babbintandukar9959]

example from saud sir pdf :V