What is MLOps ? Why MLOps ? | Explained in simple words.
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- Опубликовано: 29 июн 2024
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In this video, we will learn what is MlOps and why MLOps in very simple words ? MLOps is a natural extension of DevOps but for the ML Models. DevOps automates the manual and operations efforts involved in the traditional applications SDLC, MLOps does the exact same thing but for the ML Models such as GPTs and LLMs. Watch the complete video for detailed explanation, day to day activities and roles and responsibilities.
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Here are some more very useful Zero to Hero playlists on the channel.
- Free DevOps Playlist: • DEVOPS ZERO TO HERO CO...
- AWS Zero to Hero Playlist: • AWS Zero to Hero - AWS...
- Terraform Zero to Hero Playlist: • Terraform Zero to Hero
- Python for DevOps Playlist: • Python for DevOps
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What is MLOps ?
Why MLOps ?
DevOps vs MLOps ?
MLOps roadmap for freshers ?
How to become MLOps engineer in 2024 ?
Can DevOps engineers become MLOps engineers ?
Is programming required for MLOps ?
Is Machine Learning knowledge required for MlOps ?
Is Data science knowledge required for MLOps ?
Future of MLOps ?
Best channel to learn MLOps ?
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How excited are you all about our future MLOps zero to hero series ? Its going to be similar to our DevOps zero to hero - simple and to the point.
Updates coming soon 🎉
Please start the series it will be great for us because now mlops is trend due to ai
I am a Machine learning engineer ,please do proper research to create mlops series …mlops is the combination of DAta engineering ,Mahcine learning and devops ..mlops guy should know all these things
Awesome brother. Eagerly waiting for your MLOps zero to hero series
@@Tiger-Tippu Please watch the video till the end, I have shown the Job descriptions and responsibilities on LinkedIn. You might be lying or I might be lying but Job descriptions won't lie.
Without proper research we don't upload videos on this channel :)
You can also read this
aws.amazon.com/what-is/mlops/
Specially the sections
What are the principles of MLOps?
What is the difference between MLOps and DevOps?
@@AbhishekVeeramalla how will MLOPs engineer help in improving accuracy of ML models without knowing what is accuracy ,how come MLops engineer help to version data when he doesn’t know how to work with data ,how come mlops engineer help with versioning models without knowing what model is…anyways all the best for your series and waiting to learn new things form you
Abhishek Anna ❤,
I received offer letter with very good hike today. I have 5 years of IT experience and from my next organisation, I will be the real AWS DevOps Engineer 🎉.
Voluntarily, I have also explained about MLOPS evaluation though they didn’t ask me(followed your video about MLOPS info) and European customers were impressed.
Big ❤ to u 🎊
Hearty Congratulations buddy. All the best for your new role.
Excited a lot for the MLOps series! Expecting end to end MLOps.
I am grateful beyond words for the guidance and knowledge you've shared with me. Before finding your help, I was unsure of how to navigate my career path and stay updated with the latest trends. Your wisdom has been a beacon of light, guiding me towards new opportunities and growth. In you, I've found not just an advisor, but a mentor. Thank you for being there and illuminating my journey. nuvvuu devudivi saaamiii 🙏🙏🙏
Thanks alot
and the wait is over for the MLOps zero-to-hero thank you so much sir
Now I feel like transitioning from DevOps to MLOps, Thank you Abhishek :)
My pleasure 😊
Really appreciate your effort make this video. Waiting for your series!
Dear Abhishek your effort is impeccable and that made me watching this video @1st June 2:45 AM🎉
I was thinking what would be the future of DevOps and I got to know that MLOps. After couple of days, you made a video. Really nice to hear that you will make zero to hero series. Great learning. Thank you 😊
Eagerly waiting for your MLOps zero to hero series. Thanks for starting 🙏🙏🙏
Thanks for the video Abhishek. It is very informative. Waiting for Zero to Hero MLOps series
Eagerly waiting for this course brother 🎉🎉🎉thank you in advance 🙏.
Eagerly waiting for your MLOps series ❤
Right time, right explanation. Abhi anna, waiting for your MLops zero to hero course.
Hi Abhishek! Wonderful initiative! Apart from MLOps Zero to Hero, can you please also teach few more such as Golang zero-to-hero, monitoring zero-to-hero using tools like Grafana, Prometheus, and Loki, DevSecOps zero-to-hero, and Generative AI zero-to-hero for DevOps/DevSecOps/MLOps? Thank you so much for your contributions! 🙏
Will try my best
Eagerly waiting for MLOPS zero to Hero Series
Great start, Today I tought to transit from DevOps to MLOps and got notification from channel
❤️❤️
are you currently working as devops engineer?
@@shilashm5691 yes, I am
Great initiative.. Waiting for your hero to zero MLOPS series bro
❤️
your work is always appreaciable , and we would like to motivate you for to bring a new playlist MLOPS zero to hero.
Thank You.
Thanks
I am learning DevOps, Its seems MLOPS will be next big future roles.
Very informative ❤
Glad you think so!
Anna waiting for your zero to hero MLOPS series అన్న❤😊
❤️❤️
Excellent series it will be...
Can you also please make some videos on system design for devops and mlops?
Many interview questions are coming on these topics
Noted
Very nice video. Bro please make video on Istio service mesh on kiali visualisation
Which is best to learn as a fresher recent mba graduate azure devops or aws and devops
Hi Abhishek
You really helped lot of peoples...
Now can you please tell which is better like in MLops or Alops..
I know that in comming session everyone will be able to get good quality knowledge in MLops.
Better go with MLOps
@@AbhishekVeeramalla
Thanks a lot
Hi Abhishek i have one small question... I have to Secure my ec2 instance AMI with randomized password....so any one can access it with randomized password...how can i achieve it???
Hello @Abhishek can you do a separate video on kubernetes stateful set and daemonset please
Can we start this devops course after completing python for devops Or we need to start with devops zero to hero only
Hello Abhishek. In a podcast with Vishal, you mentioned about career gap of upsc aspirants. I'm one such individual and in a dire need of 30 mins of your time. I requested a slot on topmate. Are you available there? Or any other medium? Please let me know.
Thank you very much for your invaluable contribution through RUclips.
Informative video. Can you also make videos on kubeflow and mlflow
Hi Abhishek, I am working in MLOps project, in your series can you plan to cover more on sage maker and its pipelines, AWS Persona and all Model life cycle management.
START MLOPS ZERO TO HERO course thoraga...😊
bro no expereience in mlops can get into mlops carrier yes means what to do bro
🎉
Hi Abhishek ,
i am solutions architect handles cloud, devops solutions, can we divert to MLOPS for more good ?
Waiting for your zero to hero MLOPs series bro❤🙂
❤️
Hi sir ,
Which MLOPS library are you teach ? Sir
Notes preparation kosam video cheyandi sir
❤
❤️
So the job description will start changing
It will be like :- terraform , aws, mlops etc
Or there would be some other scenario ?
Hi abhishek. I couldn't able to create aws free tire account now. Can u suggest any other way
Waiting for the MLOPS series
❤️
Hi Abhishek
Can you please post how to fix OutboundConnFailVMExtensionError in AKS cluster. I was created a private AKS cluster but cluster is in failed state, due to OutboundConnFailVMExtensionError error.
Thank you!
Notes ala prepare cheyyalo oka video cheyyandi sir
Please tell the Roadmap of MLOps......
What about they need SQL how to tackle
Bro please come up with MLOPS series💌
Mlops Playlist please
Hi bro, can u share devops interview question and answer
If I am starting with DevOPs, what should I do? Start Devops or MLops? I am confused, please help what roadmap i should follow sir. Thank you for sharing this video.
I explained that in the video
@@AbhishekVeeramalla sorry I commented before i finished the video.
Please start mlops zero to hero
❤️
I want to discuss on DevOps with you. Can you please be available on topmate
Not available on topmate for now
@@AbhishekVeeramalla I really want to talk to you personally, Kindly share your details…Please Sir
Anna one video related ssh pleaseee
oka short video ayna parle anna
When we expect Kubernetes next troubleshooting videos 😭
soon 🔜, I am only one person, so trying best to deliver as much content as possible
@@AbhishekVeeramalla take u r time no issues ❤️
Hello I am purchased membership but I have not got any membership. I have done payment sir. Please check once and how to reach you to talk.
Sir can you please make a video on kafka
Will try
@@AbhishekVeeramalla yes sir please try
People listening about it, I am already doing it in my org. 😅
Hello sir, Maine apaka RUclips channel membership purchase kar raha tha. Payment ho gaya hai lekin Mai join nhi hu. Please help me.
Your purchase is not yet complete, I cant see the members only icon next to your name. Might take some time
Sir payment is done by me. I can send you payment history but where I will send sir
Please dont worry, it will take sometime to reflect. If you don't get that till tomorrow, you can message me to abhishekpromotes@gmail.com
Okay sir
Sir ek baar hindi me bhi padhariye pls
Alot of people on the channel don’t understand hindi. So doing it in simple English. Hope you understand.
@@AbhishekVeeramalla got it, but can u make a separate Hindi channel too?
@@crossmindedninja5522 yes sir plzzz make seprate hindi channel for mlops
Th@nkyou $!r
Hi Abhishek i have one small question... I have to Secure my ec2 instance AMI with randomized password....so any one can access it with randomized password...how can i achieve it???
@abhishekveermalla
Hi Abhishek i have one small question... I have to Secure my ec2 instance AMI with randomized password....so any one can access it with randomized password...how can i achieve it???
Hi @iamprashantshukla, You have to follow these steps as per my understanding
1. Launch an ec2 instance with the AMI you want to secure, once launched you have to create a startup script that will generate a random password and set it for a specific IAM role/user.
2. Pass the user data to the instance under configure instance details. user data field.
3. Once the instance has been initialized with the shell script, access the instance and check if the password has been set correctly. Now create the AMI image from this instance.
4. To securely store the Random password you generated you can use the AWS secrets manager and assign necessary permissions to the user.
@@sandeepy2063 but i just want this AMI to used by anyone want to be...not any particular user or group... Suppose i have to put that AMI on the marketplace so that anyone can use it....