How to Frame a Machine Learning Problem | How to plan a Data Science Project Effectively

[@saumyashah6622]

The thing which you mentioned today as a netflix case study, I figured out the same thing with udemy last month. I am an avid learner from udemy. But they stopped giving me discounts, so i tried to trick the algorithm by keeping courses in the cart and then not buying them for long time, also instantly refunding 4-5 courses. So the algorithm worked as you described and now I am getting full fledged discounts.

[@khemrajpatil5683]

That's the cool move!😃

[@ipranavprashant]

Woah that's interesting😂🎉

[@TechFlow_HubLokesh]

Hahahaha 🤣

[@iam_shiv07]

This video is really very important, because most of us, while doing project have mentality like "start krte h aage jo probelms aayengi solution dhoondh lenge" but no, we have to frame a path, As a Lead Data scientist we have to figure out everything.

[@msgupta07]

00:00 Introduction to framing the problem 2:24 Case study example of Netflix for churn rate 6:23 Step 1: Business problem to ML problem 7:08 Step 2: Types of problem 12:24 Step 3: Current solution 13:33 Step 4: Getting data 15:09 Step 5: Matrics to measure 17:15 Step 6: Online Vs Batch? 19:15 Step7: check assumptions

[@shwetan1250]

Those , who wants to learn data science but not able to motivated ourselves so watch this addicted playlist . i am gaining so much knowledge , learning so many concepts . very nice playlist . Thank you so much sir for this interesting playlist.

[@GamerBoy-ii4jc]

Sir you are greate sir ever on utube .May Allah(God) give you the reward of your effort.

[@akshaysarbhukan6701]

One of the best data science videos I've come across. Thank you so much for this.

[@aadilrafiq9428]

i don't know about Netflix but your content is the one of the thing which i do not wish leave

[@rimadutta5144]

thank you sooo much for creating this amazing playlist again. you are awesome. one of the best educator on KZbin.

[@ksperfect1226]

First time i'm addicted on watching playlist videos just becasuse your teaching style is so addicted, Thanks again for making content like that

[@balakrishnanr648]

I am really grateful that with ML, you are also sharing good practices + Experience which is not that easily available. Really telling, this is a fantastic content, other click baiters cant give the knowledge that he is giving.

[@douglasbullet113]

This has to be one of the most useful and free content I've come across on KZbin. Thank you so much for this playlist.

[@shreyanshgaurkar9107]

i really found an amazing tutor for data scientist really great sir , i feel lucky that i watching your videos it helps me alot for gaining such imp knowledge , such a great tutor

[@ashishagarwal-nj8ud]

Thanks!

[@shahrukhahmad4127]

Best best best channel I found for Machine Learning. Thank you for all your efforts sir❤️❤️❤️

[@ShivaPrasadkol-do1fj]

sir i watch your videos step by step with notes and laptop thank you you are amzing 😇😀😀😀😀😀😀

[@arpitajana947]

Thanks

[@talhanadeem7957]

Thanks for sharing your knowledge in the most understanding way!!!

[@akritisaha25]

sir , you teach veryy well. THANK YOU SO MUCH for all your efforts!!

[@TechFlow_HubLokesh]

Sir day 13 pe pahuch gya hopefully i will cross this tuff parts... All thanks to u

[@TheboredConsultant]

This is really helpful. This is the exact structure I was looking for so I can structure my thoughts. Thanks you :)

[@a1x45h]

These type of intuitive approach videos are so important and you did an amazing job. Thank you for the video.

[@lakhwinderkaur3614]

God bless you. You are doing great Sewa. Expalined ML with so patiently and lovingly. God bless you. You are great

[@rajalakshmisundaram5278]

Amazing content....God bless you...I'm binge watching your videos...playlist is awesome....

[@paragvachhani4643]

Sir, DS ki life ki feeling dila di...aapne....thank u nitish bhru...

[@harshitasingh902]

Such an amazing playlist. Made my Data Science journey so easy going. Thankyou sir

[@arun5351]

Great insights mate and awesome playlist. Keep up the good work👍👍

[@siyays1868]

Wondefully explained! Wonderful video as always. Thanku so much sir. Very greatful to u & ur channel & always will be. I considers myself very lucky to have a great teacher & awsome mentor in the form of u. 🙏🙏

[@AjmalShah-w2u]

On Of my Favorite Teacher

[@narendraparmar1631]

Thanks for sharing this knowledge. Thanks sir😀

[@fit_tubes_365]

Course Started : ML Lecture-01: 14/08/2024 Lecture-02: 14/08/2024 Lecture-03: 14/08/2024 Lecture-04: 14/08/2024 Lecture-05: 14/08/2024 Lecture-06: 15/08/2024 Lecture-07: 15/08/2024 Lecture-08: 15/08/2024 Lecture-09: 15/08/2024 Lecture-10: 15/08/2024 Lecture-11: 16/08/2024 Lecture-12: 16/08/2024 Lecture-13: 17/08/2024 Lecture-14: 17/08/2024

[@phonkmaste]

Love u brother❤. u r awesome

[@JainismWithUnnati]

Best strategy to introduce topics to a newbie❤❤

[@naturevideos8029]

thank u sir love ur every video. the way to explain everything with so much ease this is outstanding again thank u so much. xo xo xo.

[@usmandotem]

Sir I am a student in pakistan. I am studying from the top IT university in pakistan, FAST NUCES. but the content, the learning you are providing is not comparable to any KZbin channel till now!! and it will never be. JUST WOW!! the concepts you have, the way how you teach is incredible (considering data science is a new field)

[@usmandotem]

please let me support you. I don't want to watch this playlist for free

[@Softweb-ci9bf]

This video is best , accouding to future data science job , after a exprience you have been leadership posstion , thanks sir

[@kaustavbasu]

Thanks for the playlist! I'm really grateful to you for providing us such valuable lectures. :)

[@memesjunction572]

Sir jo aap last mei motivation dete ho achha lagataa hai...

[@ai-n-algo]

It is a very insightful video, gave the perspective on how we can approach the problem.

[@shivamkumar-ly4jk]

sir you are going to be the next physics wallah.😇 very well explained everything

[@yashjain6372]

Bhai you are doing awesome work. Decided to watch complete playlist. I hope you could be active on Linkedin as well

[@dileepkr6069]

Best explanation ❤❤❤❤❤

[@grithijain132]

Thank you campus x for your support and dedication

[@manishpingale6558]

Privileged to be getting this content for free!

[@nikhilsuryawanshi392]

dekh rahe hain, pura dekh rahe hain, aur dekhenge..

[@talibdaryabi9434]

Now I understand what the big picture is and how we must see it.

[@talibdaryabi9434]

I put commend to hope that KZbin algorithm recommendations suggest this playlist to more people.

[@pratikbhise3228]

you are just awesome. very perfect playlist Thank you So much

[@nishantchaudhary7528]

I really really loved the content... superb!!

[@khemrajpatil5683]

Great video! I am very grateful for your all videos. Thanks much!☺

[@AbdullahAlMamun-jm4qm]

Seriously You are great ...

[@GovindSingh-lg5qs]

great

[@soumyajyotirouth5134]

great video sir😁

[@sinsyearcitizen3578]

Watched till the end

[@MuhammadKhan-ok3hf]

Great, Thanks

[@rahulnarayan6878]

thank you so much sir!!

[@adarshvlog2409]

i have completed this video and i will complete this playlist very very soon within next 5-6 days

[@ShivaPrasadkol-do1fj]

its very quick buddy may i know how canyou do within 5 or 6 days just i want to know mAY BE YOUR ARE WORKING U ARE ABLE TO GRAP QUICKLY I AM NEW MY TRAGET IS 1 MONTH KINDLY TELL ME WHAT IS YOUR APPROACH

[@TechFlow_HubLokesh]

​@@ShivaPrasadkol-do1fjdon't mind.. it's not about only Watching..!! The more u practice along side the more grip u will have on topics..!! So u can watch 24/7 and see all videos but if u don't practc u will not be able to cope up... So take your time to practc .. It's 100% practical topic.. I have started this week only with 1 month target..

[@TechFlow_HubLokesh]

I did. Sir ka dsmp without practc bus class dekhte gaya..!! Last me I was not confident and karne gaya tab 0... I thought I knew, but nahi hua .!! So practice and do slowly... Jaldi ky h.. Remember to clear the fundamentals

[@sameere1223]

Sir you are too good teacher ❤❤

[@drsnehaljk]

Great content! Can't thank enough

[@varunahlawat9013]

Insightful!

[@Rahul-tk7ke]

great sir!!!

[@sMKUMARSAISKLM]

wow nice content sir

[@TechFlow_HubLokesh]

Dekh rahe h sir pura.. Nabj dekh rahe to ky kar sakte h was funny 😂. Aage ka dekhna . Haha

[@AltafAnsari-tf9nl]

Excellent content 👌👌👌

[@ashishmhatre2846]

Day1 - already completed till Day 15 ! Awesome videos

[@sandipansarkar9211]

finished watching

[@JACKSPARROW-ch7jl]

Thanks 👌🙌😉

[@MuhammadJunaid-yr8jd]

thanks a lot sir

[@Jaimin_Bariya]

Jp here, Thank you sir :)

[@yashjain6372]

good

[@mahreenislam4203]

thankyou!

[@Moosakhan622]

sir we are watching the whole video but way thanks

[@FocusBankExam]

Sir mujhe aapse pyaar ho gya hai...

[@EXslowedreverbed]

16:02 OLTP nahi OLAP chahiye vahpe

[@joffie3653]

Can you please add the English subtitles please for all these videos

[@PankajKumar-yt5qp]

can we get the slides in which you have written ?

[@amansingh-ih2by]

sir recommend any book for machine learning for beginner

[@babasahebunde7425]

Sir,please make video on ray.io for Machine learning pipelines

[@tanmayshinde7853]

is there any need to learn c++ or java for interview in big MNCs for data scientist role.

[@adarsh_kumar_sharma_8638]

@campusx sir can you provide this files or notes

[@krishnakanthmacherla4431]

Done

[@arman_shekh97]

Sir code machine learning expert ko jada Karna padta hai ya programmer ko plz tell me sir

[@campusx-official]

Amount of code to programmers ko hi jyada likhna padta hai

[@MRAgundli]

done

[@LOLiver098]

Love

[@namduong6028]

Please eng-sub

[@d1pranjal]

If Netflix saw this video earlier....they'd have avoided their subscriber loss 🤣🤣