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Why Should You Learn MLOps in 2024? | Software Systems Vs ML Systems | MLOPs Roadmap 

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Should you actually learn MLOps in 2024? In this video, we discuss why learning MLOps is a game-changer. How is it different from regular software systems. Whether you're experienced or just starting the journey, knowing MLOps helps apply machine learning concepts in real-world projects and gives you an edge over others.
👍If you find this video helpful, consider giving it a thumbs up and subscribing for more educational videos on data science!
💭Share your thoughts, experiences, or questions in the comments below. I love hearing from you!
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⌚Time Stamps⌚
00:00 - Intro
12:25 - Architecture
14:52 - Comparison
15:15 - complexity
16:15 - Error Debugging
16:33 - Handling new data
17:27 - Deterministic
18:46 - Zero Drift
19:45 - Introducing ML into existing system
35:40 - Introducing more than one model
37:56 - Outro
✨ Hashtags✨
#MLOps #MachineLearning #MLSystems #Tech2024 #DataScience

Опубликовано:

 

31 дек 2023

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Комментарии : 170   
@deepsutariya929
@deepsutariya929 7 месяцев назад
Just isi ke liye youtube khola tha ❤❤
@shashankshekharsingh9336
@shashankshekharsingh9336 6 месяцев назад
aap itni complex chiz ko, bilkul asan karke , hindi me samja dete ho , thanks you soo much sir 🙏🙏
@aamirimran9373
@aamirimran9373 7 месяцев назад
I find your teaching really effective, and I think it would be beneficial for students if you could create a video on LLM &NLP
@abhishekvishwakarma9240
@abhishekvishwakarma9240 6 месяцев назад
yes, i also want video related to LLM and NLP
@aamirimran9373
@aamirimran9373 7 месяцев назад
Your teaching is exceptional, and I appreciate the effort you put into making the material engaging and understandable. Thank you for being such an effective and inspiring teacher."
@aamirimran9373
@aamirimran9373 7 месяцев назад
Greatest and Humble Mentor of Alll timeeee 🔥🔥. Lot's of love from Maharashtra
@SurajVarma-le4ud
@SurajVarma-le4ud 7 месяцев назад
You are only teacher who knows, how students wants to be teached.🙏🙏 best IT teacher among those whom i have came accrossed. keep it up. Waiting for the videos of TRANSFORMERS.
@dhanunjaya17
@dhanunjaya17 7 месяцев назад
"Thank you" is the small word I can say. The level of understanding and in depth analysis you do, is exceptional Keep going
@ajmalquraishi7233
@ajmalquraishi7233 7 месяцев назад
amazing kitne asaan tariqe se apne samjhya sir you are great teacher and waiting for next videos about MLOPs.
@sohelshaikh1171
@sohelshaikh1171 7 месяцев назад
I've been planning on learning mlops in 2024 so this couldn't have happened at a better time. Looking forward to the content you post.
@somnathgolui2912
@somnathgolui2912 7 месяцев назад
Thanks for the video. Your explanations are great. I am from a web developer background after watching this video things make a lot more sense to me. Urgely waiting for the next video on MSOps.
@user-bs8tc3vb9q
@user-bs8tc3vb9q 7 месяцев назад
"Dear Sir, your expertise has always illuminated the path for learners like us. Your profound understanding and teaching prowess have been invaluable. Requesting your guidance on MLOps-a course from your perspective would undoubtedly be a beacon for those navigating the intricacies of merging machine learning with operations. Your insights would shape the future of aspiring data professionals. Looking forward to your illuminating teachings on MLOps!"
@Bawal_Tech
@Bawal_Tech 7 месяцев назад
Great Teacher In The Whole Universe ❤ Love U Sir 🔥❤️
@iamasjadali
@iamasjadali 7 месяцев назад
Thank you so much Sir, only make sure to thoroughly complete it 🙂❤️
@akeshagarwal794
@akeshagarwal794 7 месяцев назад
I wish you continue this MLOPs playlist.Happy new year sir and Lots of love from Karnataka ❤
@muhammadarham8240
@muhammadarham8240 7 месяцев назад
Loved it! Looking forward to the playlist
@svs9610
@svs9610 7 месяцев назад
thanks for this video. We are eagerly waiting for mlops.. Please sir please make videos on ML system design and how it differs from normal dsystem design. My senior told me that in maang interview for the data roles they ask questiona on ML system design..
@jaideepprashar2213
@jaideepprashar2213 6 месяцев назад
This was so simple to understand. Thank you so much!
@datalogify
@datalogify 6 месяцев назад
The way you explained sir I really had unwavering focus. Hope to learn mlops from you.
@MohitKumar-rz5ev
@MohitKumar-rz5ev 2 месяца назад
Thank you sir❤❤,, apke wajah se mujhe idher-udher nhi भटकना parta❤
@amitkumar2005
@amitkumar2005 3 месяца назад
Nitish aap great ho..the way u teach can overwhelm anyone !! Superb !!
@nishantdandwate9967
@nishantdandwate9967 7 месяцев назад
Very Informative.....Thanks for uploading❤❤
@shahrukhahmad4127
@shahrukhahmad4127 7 месяцев назад
This is the biggest gift for me in this new year, I'm working as a Data Scientist and I always wanted to understand MLops from scratch in detail but I am not getting videos and courses that teach clearly. Thank you Nitish Sir for this playlist. I hope you'll regularly update this playlist. Looking forward to learn most difficult concepts in the easiest possible way. Thank you and Happy New Year All and I wish all the job seekers will get the job in Data Science domain in 2024 ♥️
@laxmanshedge9610
@laxmanshedge9610 6 месяцев назад
konsi degree kr raha hai
@yuvrajdhage660
@yuvrajdhage660 7 месяцев назад
Thank you Sir for creating MLOPS Playlist... 🤝🎉❤️
@vedantkhapekar8527
@vedantkhapekar8527 7 месяцев назад
Eagerly waiting for this series...💙
@avinashdurugkar1073
@avinashdurugkar1073 4 месяца назад
Thankyou, This video help me lot to understand the MLOPS clearly.
@idkwhat337
@idkwhat337 7 месяцев назад
Thank you so much sir for always guiding us about the emerging technologies. Can you please tell us if there are any prerequesite to learn MLOps ?
@riyatiwari4767
@riyatiwari4767 7 месяцев назад
With due respect, Please complete the previous playlists before starting the new one. Deep Learning Playlist is incomplete: Bert, Transformers NLP playlist is incomplete: NER, Topic Modelling Happy New year 🎉
@ishikasarkar5296
@ishikasarkar5296 6 месяцев назад
also two way anova, f test, poisson distribution
@butterscotch_695
@butterscotch_695 7 месяцев назад
Letsss gooo!! Excited for this! Keep it up sir.
@KA00_7
@KA00_7 7 месяцев назад
i m eagerly waiting for this course...lot of respect for u ❤
@siddharth4251
@siddharth4251 7 месяцев назад
waiting eagerly for this playlist.
@sachindwivedi8277
@sachindwivedi8277 4 месяца назад
Beautifully explained the need for ML Ops
@syedhassan158
@syedhassan158 7 месяцев назад
Thankyou sir can't thank you enough for providing this valuable content for free
@AliKhan-uq4lc
@AliKhan-uq4lc 7 месяцев назад
Finally you have come up what I am looking for.❤
@m_ibtisam_iq
@m_ibtisam_iq 7 месяцев назад
Amazing, thank you sir.
@aj_ai
@aj_ai 6 месяцев назад
One of the best teacher i come across 🙌
@angelabiswas930
@angelabiswas930 4 месяца назад
you teach v well!! thank you
@subhajitdas292
@subhajitdas292 2 месяца назад
Or, iske bad MLOPS ke videos kabhi nehi aya
@medhavimiddha9882
@medhavimiddha9882 7 месяцев назад
Hey! Do you plan on creating a dedicated/paid course on MLOps as well? This is my first time on your channel and I really appreciate what you are doing. Cheers!
@SAI-qn6qe
@SAI-qn6qe 2 месяца назад
Hi Nitish, I have been following your lecture for ML and DL, you have been my dronacharya for them. But there is a small suggestion/ request, please complete one playlist (completing in sense, completing the topics stated ) and then start another one. That may be a great approach , for us to not toggle around two or more topics and for you to focus on only one and stress free.
@pankajjaiswal3907
@pankajjaiswal3907 7 месяцев назад
we are waiting ,good job sir
@saurabhtomar8848
@saurabhtomar8848 7 месяцев назад
Happy new year sir!
@ridamsri242
@ridamsri242 7 месяцев назад
Hi Nitesh, Good learning with you. But based on my experience what I have seen that not only 30 out of 100 machine learning models, Success rate after deployment as software applications are very low(12 to 18%).....May be I am wrong also. Real world data changes drastically in real time
@shashankshekharsingh9336
@shashankshekharsingh9336 6 месяцев назад
your are the real OG teacher in indian tech community , sometime i really get pissed off because you are so much underrated and those dummies having subs in millions
@amanagrawal4198
@amanagrawal4198 7 месяцев назад
Video was really great , what would be the frequency of uploading the video to this playlist
@vinayadatiya4374
@vinayadatiya4374 Месяц назад
Great Content Sir 🙏🔥
@Ayush_kumar_1013
@Ayush_kumar_1013 7 месяцев назад
Waiting for this from a very long time
@shashankshekharsingh9336
@shashankshekharsingh9336 6 месяцев назад
if teaching is an art , you are the artist
@rakeshkumarsharma2250
@rakeshkumarsharma2250 6 месяцев назад
Hey awesome video ,when you are starting the playlist for mlops
@Mon_isha09
@Mon_isha09 7 месяцев назад
it was an amazing discussion.....
@anuragjain1517
@anuragjain1517 7 месяцев назад
Thank you!
@aryanraina1932
@aryanraina1932 7 месяцев назад
Very informative video🎉🎉🎉
@zerotohero1002
@zerotohero1002 7 месяцев назад
My favourite teacher ❤
@Tech_Enthusiasts_Shubham
@Tech_Enthusiasts_Shubham 7 месяцев назад
Please bring a mlops series for beginners sir it really needed
@sagarbhagwani7193
@sagarbhagwani7193 7 месяцев назад
Thank you so much sir❤
@dushyantyadav3192
@dushyantyadav3192 7 месяцев назад
Thank you so much ❤❤
@muhammadikram375
@muhammadikram375 7 месяцев назад
i was waiting excitedly ❤❤
@CRAZYELON
@CRAZYELON 7 месяцев назад
Happy new year sir ❤❤
@parthivpatel3139
@parthivpatel3139 6 месяцев назад
YES SIR I WANT THIS AND I THINK YOU MAKE ONE COMMUNITY COURSE PLEASE PLEASE
@123arskas
@123arskas 7 месяцев назад
God bless you Sir Nitish
@siddhigolatkar8558
@siddhigolatkar8558 6 месяцев назад
Thank you Sir
@mallemoinagurudarpanyadav4937
@mallemoinagurudarpanyadav4937 7 месяцев назад
Waiting from long time
@shreejanshrestha1931
@shreejanshrestha1931 7 месяцев назад
Upload 2 videos of this playlist on new year day ❤
@warrior3357
@warrior3357 7 месяцев назад
Yes Sir please do it 😊
@himanshurathod4086
@himanshurathod4086 7 месяцев назад
great teacher
@captiandaasAI
@captiandaasAI 7 месяцев назад
Thanks....alot!!
@MohammedKamranAnsari
@MohammedKamranAnsari 7 месяцев назад
I love your content.
@ravulapallivenkatagurnadha9605
@ravulapallivenkatagurnadha9605 2 месяца назад
Please continue these videos
@rose9466
@rose9466 6 месяцев назад
Sir please complete deep learning playlist on llm and then start with mlops
@ali75988
@ali75988 7 месяцев назад
badshaho, hats off to you
@balrajprajesh6473
@balrajprajesh6473 7 месяцев назад
Best teacher
@himanshurathod4086
@himanshurathod4086 7 месяцев назад
thank you for focusing on mlops
@likhiths6286
@likhiths6286 7 месяцев назад
Sir can you make a playlist on object detection?
@dushyantyadav3192
@dushyantyadav3192 7 месяцев назад
Love you sir❤❤
@prathamsaboo
@prathamsaboo 7 месяцев назад
Thank You very much sir for giving the finest ML education and that too for free. Mera naam Pratham hai, final year EnTC student. Commenting so that I should follow the playlist regularly, kyunki meri abhi tak 100 days of ML hi playlist half complete hui hai.
@ahsankhans9514
@ahsankhans9514 7 месяцев назад
Can you do combine study with me?
@amitsarkar4191
@amitsarkar4191 6 месяцев назад
Properly explain
@shaileshpandey2539
@shaileshpandey2539 7 месяцев назад
This is the best
@harsh_sharma260
@harsh_sharma260 7 месяцев назад
Woooohooooo maja aa gya sunn kar bhaiya Kal se he shuru kar dete hai Internship bhi aane walli hai👏👏 We are ready to shoot sir Let's fly high 🤓🤓🤗
@hritikroshanmishra3630
@hritikroshanmishra3630 4 месяца назад
sir plz continue this series 🙏🙏🙏🙏🙏🙏
@soumeshnayak4546
@soumeshnayak4546 7 месяцев назад
Please start soon sir🤩🤩🤩
@everymaterialforstudy4893
@everymaterialforstudy4893 7 месяцев назад
You will revolutioniz the Data sac8ence industry and also give the ideology to Ed tech which are teaching but not like your's level content
@UnboxingTales69
@UnboxingTales69 5 месяцев назад
Love u man❤
@joydeepdebnath6211
@joydeepdebnath6211 7 месяцев назад
Sir, my laptop is old having i3 processor and 4 gb ram, 500 gb hdd..can I learn data science on it.
@manishrathore6360
@manishrathore6360 6 месяцев назад
thank u sir
@Tiger-Tippu
@Tiger-Tippu 7 месяцев назад
You should make video on Why GEn AI in 2024
@rahulkumar-op7ul
@rahulkumar-op7ul 7 месяцев назад
Nice video
@BOSS-ps4so
@BOSS-ps4so 6 месяцев назад
Please complete the series
@abbasyousaf7068
@abbasyousaf7068 7 месяцев назад
please Start Generative AI playlist or LLM
@vikashgauravvkg
@vikashgauravvkg 7 месяцев назад
Bhai ke movie wala example mast tha😂😂
@puru-panta
@puru-panta 2 месяца назад
I think you probably mean "backend" => Controller in the MVC framework
@ShivamPandey-fu5nz
@ShivamPandey-fu5nz 6 месяцев назад
In case of huge data size, data warehouse ko hum data lake/data lake house bhi assume kar sakte hai hum yaha???
@near_.
@near_. 7 месяцев назад
Make playlist ASAP 😊
@clarity3208
@clarity3208 7 месяцев назад
hello sir what is the time you require to study anything new?
@ron2344-f2f
@ron2344-f2f 6 месяцев назад
when u will start this ?? waiting eagerly
@50.days.challenges
@50.days.challenges 7 месяцев назад
Is there going to be a playlist of LLM's?
@shashankshekhar102
@shashankshekhar102 4 месяца назад
I wanted to join your batch from level 1 to 5
@debojitmandal8670
@debojitmandal8670 7 месяцев назад
Hi sir did you go through those videos of Krishnayak which I gave you long ago
@gulamkibria3769
@gulamkibria3769 7 месяцев назад
❤❤❤❤
@Raju-hn8gq
@Raju-hn8gq 7 месяцев назад
I hope this series is free of cost from end to last not like dsmp
@anshulpatle2120
@anshulpatle2120 5 месяцев назад
Sir, how it's different from your dsmp2 mlops,, I mean just rely on it to clear mlops, is it work, or we only get to know about basics,
@hamantjagwan07
@hamantjagwan07 7 месяцев назад
❤❤❤❤❤❤❤❤❤❤❤❤.thank you sir