Online Machine Learning | Online Learning | Online Vs Offline Machine Learning

Online learning is a common technique used in areas of machine learning where it is computationally infeasible to train over the entire dataset, requiring the need for out-of-core algorithms. It is also used in situations where it is necessary for the algorithm to dynamically adapt to new patterns in the data, or when the data itself is generated as a function of time, e.g., stock price prediction. Online learning algorithms may be prone to catastrophic interference, a problem that can be addressed by incremental learning approaches.
Online Learning:
• Online Machine Learnin...
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⌚Time Stamps⌚
00:00 - Intro
00:42 - What is Online Machine Learning?
02:20 - How does online ML works?
05:58 - When should you use Online ML?
09:55 - River Library
10:45 - Vowpal Wabbit
11:20 - What is Online Learning Rate?
12:30 - Out of Core Learning
14:15 - Disadvantages of Online ML
16:50 - Differences between Batch vs Online Learning
19:10 - Outro

[@PS_nestvlogs]

Nitish sir this is the best best channel on YT for learning ML/DS and DL. i am following your videos and all thanks to you i am really confident about ML now and also has secured a job! Thank you soo much for all th hard work and great content youhave put on for this community that too for freee. Wish i can meet you someday. you are like dronacharya for all of us (eklavya)

[@campusx-official]

All the best for your future Saurabh. God bless you :)

[@_craft.n.creations__]

Thank God I found your channel. You are a saviour for us . thank you so much. You are best teacher.

[@pratikkhetmalis79]

Awesome something learn new today

[@saumyashah6622]

Sir yours channel is relatively new. Don't worry sir, your content will shine. I will religiously like and share your content :)

[@himanshupant3837]

great content

[@saikiran4162]

Nitish sir
there are many data enthusiasts still trying to find best videos to learn machine learning
this is very underrated playlist
do something so that it will recommend to wider audience
i have liked the video, i have shared in my group (i have done from my side)

[@siyays1868]

As always unique & amazing video. Thanku so much for sharing with us.

[@datascientistdr.dhannani2944]

You r going to be one of the best data scientist channel...trust me best content, i've seen alredy 15 videos of this playlist...i came across this channel few days ago and found videos far better than udemy course n even offline scam coachings(enrolled in apaid coure few months ago).Your knowledge reflects
Thanks brother!💪subscribed

[@lego-xq4fh]

Exactly.
I got scammed too.
Udemy coursera courses are so dumb.
Very less knowledge is derived from those channels. This guy comes straight to the point and imparts maximum knowledge.

[@saurabhpatil4746]

That's absolutely true !!!
You are amazing Sir !!!!🙏🙏

[@near_.]

@@lego-xq4fh udemy is for noobs

[@srikrithibhat1999]

Such a great explanation. Thank you so much.

[@PrithaMajumder]

Sir, Thanks a lot for This Amazing Lecture
Lecture - 5 Completed

[@zkhan2023]

maza agaya sir video daikh khay keep it up

[@rohitekka2674]

Awesome content, You're a brilliant instructor.! Doing my bit to help your channel grow. And now on to the next one!

[@hemasowjanyamamidi6123]

Thank you so much Sir for such a wonderful explanation and amazing content. I have gone through various courses but none of them taught about the models in production and you explained it clearly. Expecting few more videos like this in future.

[@ThisIsMMI]

You just earned a new subscriber!! Awesome content brother!!

[@rohangope417]

I got perfect channel to learn the ML. Thank You very much sir for creating the amazing playlist. ❤❤

[@tejpalkumawat776]

Great content bro

[@arupabarua1721]

explained really well. please try to increase the sound volume.

[@swaracreator8830]

very nice video.

[@dotclock9628]

best playlist for ML 🙌🙌

[@user-ix1ji3vz6r]

Your explanation express your experience great 🎉🎉

[@abhijithnair8173]

Great Work sir!

[@ashutoshranjan4644]

This was really a great learning experience from your video.

[@anythingit2399]

Great work brother.

[@MohiuddinShojib]

it's a nice exxplanation .Thank you

[@aditya7179]

02:26 Online learning is a technique where machine learning models are improved dynamically with new data.
04:52 Online learning is a method of training ML models dynamically on the server.
07:18 Online learning is incremental learning using mini batches of data, suitable for volatile scenarios and cost-effective for large scales.
09:44 Online learning is cost effective, fast, and can be implemented using scikit learn module
12:10 River and Wappal Babbit are two famous libraries for online machine learning
14:36 Setting the learning rate is crucial in online learning for your business case.
17:02 Online learning is tricky and risky
19:28 Batch learning is less complex but difficult to implement, while online learning has more complexity but is suited for changing concepts.
Crafted by Merlin AI.

[@Ankit-hs9nb]

another awesome video!

[@user-ll4ze9bz3r]

very good explanation thanks, bro!!

[@zakky44A]

REAL CONTENT💯!!!! GREAT👌!!! ❤❤❤

[@delusional_being]

great knowledge thankyou sir

[@tanmaykhatri6061]

Thanks a lot sir for your help

[@jakirpatel4410]

Great content sir❤ thank you so much , i have a question, have you uploaded the projects on streaming data you were talking about in this video. That would be a great if you do som thanks 😊

[@nitinsharma777]

nice Content Sir !! Keep it Up

[@clashwithclan8684]

Sir just read "hands on machine learning with sklearn and tensorflow" and explain it in brief , just like i red that book 😂... I appreciate the concept and efforts

[@jatinnandwani6678]

Thanks so much
This is so helpful

[@minakshi_119]

Thank You Sir

[@th3graduate292]

Thank you

[@narendraparmar1631]

Thanks

[@Aniketjagtap108]

Kya banaye ho bhai! Maza Aagayaaaa

[@SanjeevKumar-nc2rt]

You are teaching better than those paid courses of 20000 INR.

[@balakrishnanr648]

yes

[@jatinnandwani6678]

Thanks!

[@Star-xk5jp]

day1:date :9/2/24

[@AbdulHannan-dg6dl]

If someone wants to see a real-life practical example of online learning, then do a project on stock market prediction using python.

[@123arskas]

Man you're beautiful. Thanks for the amazing content.

[@namanjoshi5089]

underRATED level 99999

[@sandipansarkar9211]

finished watching

[@krishnakanthmacherla4431]

Day 5 done

[@aakashyadav2430]

namastey sir... could you have notes for this... available somewhere

[@Scooterboy_and_freinds109]

At 7:30 in the video you had mentioned about sharing document / paper, where it shows how online learning is cost saving against batch learning
If you can please share that, it would be helpful

[@leisuretime4198]

worst case(online) learning kya hai?

[@bhanu0925]

can you share your onenote book?

[@MRAgundli]

done

[@amitattafe]

Facebook pixel is a best example for online learning.

[@user-tx2rk9uu5b]

🙏🙏

[@komalprasad6185]

is Instagram Batch learning example or online example...
Any one has answer??

[@vedantgujarathi7158]

Its like a reinforcement learning

[@iamfeelingsosad8461]

Different

[@prithvigupta8215]

7:24

[@ankitchakraborty1126]

Day 5; 12.04.2023

[@surajjoshi3433]

XGBoost algorithm

[@campusx-official]

ruclips.net/video/BTLB-ppqBZc/видео.html

[@surajjoshi3433]

@@campusx-official Sir sessiion 3 tk mil skta h kya link

[@hadibuxmahessar]

when he said *kute 10 saal baad bhi kute hi rahe ge* he laughed😅

[@onlinearchitecturalservice7993]

nicely
explained

[@Kavyatrivediwrites]

Is it Mean That the beta Versions of the game is the testing version Of a model...?

[@MuhammadJunaid-yr8jd]

This was really a great learning experience from your video.