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Introduction to Ensemble Learning | Ensemble Techniques in Machine Learning 

CampusX
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This video gives you a simple overview of Ensemble Learning and its techniques. Learn how combining multiple models can boost your predictions and improve overall performance in machine learning tasks.
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⌚Time Stamps⌚
00:00 - Intro
01:45 - Wisdom of the crowd
06:17 - Resource [Book]
07:00 - Core Idea behind Ensemble learning
14:58 - Types of Ensemble Learning
28:38 - Why Ensemble Learning Works?
31:35 - Disadvantage of Ensemble Learning
32:22 - Benefits of Ensemble Learning
35:40 - When to use Ensemble Learning?

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30 июл 2024

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Комментарии : 64   
@innocentgamer8670
@innocentgamer8670 2 месяца назад
He can teach Machine Learning Even to a Baby !!!
@sneharj2036
@sneharj2036 2 года назад
Wow ! Different concept, ' Word of Wisdom ' , interesting. Thanku so much for new additional information. Initially, I decided to skip due to some new thing , but it is explained in a simple n beautiful manner by giving an example. Thanku so much to campus x channel.
@SatyamBonaparte
@SatyamBonaparte 4 месяца назад
I've never said this earlier but I think, As NV Sir was for JEE preparation of mine, Striver is in DSA, u r an absolute life saver in Data Science. Can't thank u enough, the way to make us visualise is awe inspiring.
@indrajitpatil7533
@indrajitpatil7533 15 дней назад
jee alakh pandey
@SatyamBonaparte
@SatyamBonaparte 15 дней назад
@@indrajitpatil7533 he couldn't make u crack jee advanced
@karanpaigude1631
@karanpaigude1631 Год назад
After going through a lot of channels.. Recently got stuck at your OOPS video... And now referring all videos. Really... Very beautiful explanation of all topics...🙌 Thanks for this KT
@siyays1868
@siyays1868 Год назад
Thanku so much for introducing new term 'Wisdom of crowd' . Wherever there is mentor or wonderful teacher like u , every student will really perform well. God bless u ! I was thinking what if there wouldn't have been campus x channel & teacher like u , Machine learning would have been difficult since noone taught this subject that deeply n thoroughly. I wouldn't have think about data science & machine learning as a wonderful , easy & interesting subject as ur amazing teaching style make it so.
@arjunsingh-dn2fo
@arjunsingh-dn2fo 2 месяца назад
I just wanted to take a moment to express my sincere gratitude for your incredible teaching. Your dedication, passion, and expertise make every lesson engaging and enlightening. You've not only imparted knowledge but also inspired us to think critically and strive for excellence. Thank you for your unwavering support and commitment to our success. Your impact on our education is truly invaluable!
@siddharthmodi2740
@siddharthmodi2740 2 года назад
Dil se shukria bhai. You are the best teacher.
@ronitagrawal9545
@ronitagrawal9545 8 месяцев назад
You are Greatest Sir in Data Science Filed and Your Teaching is Awesome Sir
@mohdarshad56
@mohdarshad56 2 года назад
Too good yaar..me jis coaching se data science study kr rha hu ek bhi teacher aapki level ka nhi h...
@SSFuturekids-by5dl
@SSFuturekids-by5dl 3 месяца назад
Super explanation I am learning machine learning from various institutions but you explanation is very good
@rajaneeshray7502
@rajaneeshray7502 Год назад
bhai kya explanation hai mind blowing.
@sameergoilkar9956
@sameergoilkar9956 Год назад
what a teaching method sir. Kudos ...!!!!. godgifted skills of teaching..!!+
@sindhujaponnuru6438
@sindhujaponnuru6438 3 года назад
Intuitive and clear. Thanks!
@user-tk2qy3yo3z
@user-tk2qy3yo3z 10 дней назад
can't have better explanation than this
@mayurnaktode592
@mayurnaktode592 2 года назад
Great explanation sir.Thank you so much.
@shashankpandey1966
@shashankpandey1966 2 года назад
We are grateful to you 🙏thankyou so much.🙏🙏
@4549abhi
@4549abhi 2 года назад
as always clearly explained. Thanks alot
@souravkumarkhan1031
@souravkumarkhan1031 2 года назад
Best Explanation.Thank You Very Much for making this so easy.
@because2022
@because2022 2 месяца назад
You put huge effort in each video. hats off to your teaching. Keep rocking..
@AliKhan-uq4lc
@AliKhan-uq4lc 11 месяцев назад
Great Explanation in simpler words.
@shrutimishra5596
@shrutimishra5596 2 года назад
Thank u so much sir for making explanation so easy
@zafarmirza007
@zafarmirza007 Месяц назад
Crystal clear ,amazing
@UpendraKumar-zc8lm
@UpendraKumar-zc8lm 2 года назад
Great explanation sir, 🙏🙏
@tahimakhatun3208
@tahimakhatun3208 2 года назад
awesome explanation, thanks a lot.
@ParthivShah
@ParthivShah 4 месяца назад
Thank You Sir.
@snduri
@snduri Год назад
Nitish, when I work with few datasets, I get some dounts. Few get clarified in the internet, but few needs assistance. If I join CampusX, where there be a provision where I can ask few questions and get relevant answers from you? Appreciate your response.
@brayanrai2880
@brayanrai2880 7 месяцев назад
explained in the best way
@abhinavrajsaxena789
@abhinavrajsaxena789 9 месяцев назад
Excellent more clear and effective
@shreekanth4068
@shreekanth4068 3 года назад
clear and deep explanation sir
@shekharbanerjee9738
@shekharbanerjee9738 Год назад
Hello Sir , I have a doubt . So the final estimator is never trained on the dataset ?? Its trained only on the responses of the models before it ?
@SupriyaSingh-ll9hb
@SupriyaSingh-ll9hb Год назад
Amazing teaching level..
@jayanthAILab
@jayanthAILab Год назад
wonderful teaching sir
@malikahsan6648
@malikahsan6648 3 месяца назад
Amazing lecture Sir 😍♥
@talibdaryabi9434
@talibdaryabi9434 Год назад
Thank you so much.
@gsejal1039
@gsejal1039 2 года назад
very useful! thanks a lot!!
@Ishant875
@Ishant875 6 месяцев назад
We can use same model with different parameters also right??
@hritikgupta2610
@hritikgupta2610 3 года назад
Great sir👍
@bellatrix.s5916
@bellatrix.s5916 Год назад
what happens in case of even no. of base model?
@abhishekrameshnerkar2026
@abhishekrameshnerkar2026 2 года назад
Thank you sir
@Noob31219
@Noob31219 Год назад
Awesome
@ranjit2391
@ranjit2391 2 года назад
Nice 👍
@sandipansarkar9211
@sandipansarkar9211 2 года назад
finished watching
@kanakkanak1520
@kanakkanak1520 Год назад
22:18 I have a doubt, is the performance of the model dependent on the dataset? becasue I was wondering if we can find out which model works best then why use model that does not give right output most of the time instead we can have just top 3 or 4 models and pass it to the KNN
@AnkushTonde863
@AnkushTonde863 Год назад
If we consider 6 to 7 models then each model will predict a particular set of test data correct as per its algorithm but will wont be able to perdict everything and if the test data keeps changing surely each algorithms performance wont be same so giving weights in a way helps to cover all the cases that a test set could give and in a way would give good performance on a consistent basis😀 Maybe this helps
@rajpaul1501
@rajpaul1501 Год назад
You are magic
@user-rz6px6jb3r
@user-rz6px6jb3r 10 месяцев назад
Amazing explanation, but if i may say, can we have a video in all English for people who don't understand hindi? :)
@raj4624
@raj4624 2 года назад
Gem video
@abhinavrajsaxena789
@abhinavrajsaxena789 9 месяцев назад
Use yellow color on black background
@ddekshaparihar429
@ddekshaparihar429 Год назад
looking nice in this hair cut😎😎
@samruddhimore7065
@samruddhimore7065 5 месяцев назад
Sir time series ki series banao na plz
@AbdulRahman-zp5bp
@AbdulRahman-zp5bp 2 года назад
BEST BEST BEST
@status_warehouse
@status_warehouse Год назад
Can we say? Bias Is a training Error While Variance is a testing error
@stevegabrial1106
@stevegabrial1106 3 года назад
Plz update new video in Machine Learning 100 days , no videos after 62th day. See u soon. Thx
@campusx-official
@campusx-official 3 года назад
Will start from Tuesday. Got little busy. Sorry about that
@in_tyler_we_trust
@in_tyler_we_trust Год назад
Nitish Sir >>>>>> Mukesh Ambani
@m-bh2fb
@m-bh2fb 4 месяца назад
No
@user-df5no7ol1q
@user-df5no7ol1q Год назад
it's called ensemble not onsomble...your pronunciation is wrong
@campusx-official
@campusx-official Год назад
m.ru-vid.com/video/%D0%B2%D0%B8%D0%B4%D0%B5%D0%BE-3Y5KANETpjo.html
@shaileshkumar-rg9tg
@shaileshkumar-rg9tg 4 месяца назад
Half knowledge can sometimes cause you embarrassment 😅
@cyb0rg14
@cyb0rg14 3 месяца назад
His pronunciation is right lil bro, go search for the pronunciation first yourself 😂
@heetbhatt4511
@heetbhatt4511 9 месяцев назад
Thank you sir
@sandipansarkar9211
@sandipansarkar9211 Год назад
finished watching