Complete RoadMap To Learn AIOPS or MLOPS

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  • Опубліковано 22 сер 2024
  • You can still join the Data Science Industry Ready Projects Course which started on 24th September. In this course we will be learning how to implement end to end data science projects with deployments, data pipeline implementation, ml pipeline implementation.Check out the course below and avail 10% off.
    bit.ly/3DY2hqj
    Timing :10am- 1pm Live Every Saturday And Sunday
    We have just completed the introduction session.
    Mentors: Avnish,Sudhanshu,Ketan And Krish
    Avail addition 10% off using Krish10 coupon code
    Prerequisites: You need to know ML, DL and python and NLP

КОМЕНТАРІ • 82

  • @krishnaik06
    @krishnaik06  Рік тому +15

    You can still join the Data Science Industry Ready Projects Course which started on 24th September. In this course we will be learning how to implement end to end data science projects with deployments, data pipeline implementation, ml pipeline implementation.Check out the course below and avail 10% off.
    bit.ly/3DY2hqj
    Timing :10am- 1pm Live Every Saturday And Sunday
    We have just completed the introduction session.
    Mentors: Avnish,Sudhanshu,Ketan And Krish
    Avail addition 10% off using Krish10 coupon code
    Prerequisites: You need to know ML, DL and python and NLP

    • @AnishKrisna
      @AnishKrisna Рік тому

      What will be upcoming courses on iNéron

    • @shaoncuet
      @shaoncuet Рік тому +1

      Thanks for the complete outline. One thing you may missed out : linux and basic networking

    • @shivanshudhawan7714
      @shivanshudhawan7714 Рік тому

      @Krish Naik
      What about tools and techs like DVC, feature store, etc and model registery with MLFlow. Are these covered in the course?

    • @live_travel_eat_explore
      @live_travel_eat_explore Рік тому

      Granada for ci/cd?

    • @geekygirl648
      @geekygirl648 11 місяців тому

      Do you have any video about learning AIOPS if so please share.

  • @thephonomen6933
    @thephonomen6933 9 місяців тому +31

    AIOps and MLOps are two different things. AIOps is using artificial intelligence to improve DevOps or Operations specifically, MLOps is DevOps designed for AI projetcts, two very different subjects. In this video I don't even know if you're talking about either of them, you're just citing DevOps tools.

    • @oiluis
      @oiluis 4 місяці тому +4

      100% agreed

    • @pavanbangaram521
      @pavanbangaram521 3 місяці тому

      i felt the same !! I am working on MLops in a company and the stuff that he is talking is an answer to his thumbnail or title

    • @MrAhsan99
      @MrAhsan99 2 місяці тому

      ​@@pavanbangaram521I want to learn mlops. What tools are you using over there? Can you suggest a good/relevant mlops course?

    • @rohanrustagi7857
      @rohanrustagi7857 2 місяці тому

      ​@@pavanbangaram521sir can you please highlight which tools to study for mlops.

    • @chrisjswanson
      @chrisjswanson Місяць тому

      ​@@rohanrustagi7857check out kubeflow for an example of a stack with tools specifically for ML dev and ops.

  • @from_sklearn_import_Learning
    @from_sklearn_import_Learning 2 місяці тому +5

    CampusX + Krish Naik = My Entire Degree

    • @anmols2806
      @anmols2806 5 днів тому

      Dhaval Patel (Codebasics)?

  • @malharkadam7143
    @malharkadam7143 Рік тому +20

    This is crazy!! Krish I was thinking about where can I get a MLops road map and the notification just pop ups😇

    • @SanketDighe7
      @SanketDighe7 Рік тому +1

      Same here

    • @xylyx_
      @xylyx_ Рік тому +2

      Are you two working as a DevOps Engineer?

  • @AdityaKumar-BG
    @AdityaKumar-BG Рік тому +1

    I agree with all points , but I am not sure how a person not working as aiops or mlops , can give the roadmap ?
    it is just copy paste from some blogs .
    if you are data scientist give roadmap of that , why confusing people

  • @123arskas
    @123arskas Рік тому +3

    You're a beast Krish. Awesome work. Loved it.

  • @AhmedTarek-lk9kz
    @AhmedTarek-lk9kz Рік тому +2

    final roadmap 11:41

  • @abhijitmahapatra8024
    @abhijitmahapatra8024 Рік тому +5

    Sir great to see the course in action, but what ai feel a lot of important pieces are missing which we use in industry like data versioning with DVC, Model tracking with MLflow and many deployment tools which not only limited to Kubernetes but kubeflow and stuff like that. It can add a lot of values to the course.👍🏻

  • @nishant_amera
    @nishant_amera 11 місяців тому +3

    Grafana and Prometheus for CICD ???????

    • @Vamshk
      @Vamshk 2 місяці тому

      Shouldn't have mentioned the monitoring tools on cicd.

  • @abhijeetbaikan7322
    @abhijeetbaikan7322 5 місяців тому +1

    just wanted to understand how prometheus and Grafana comes under CI/CD ?

  • @chavanuttam5561
    @chavanuttam5561 15 днів тому

    grafana and prometheus are monitoring tools not ci CD tools

  • @AjaySharma-by6kr
    @AjaySharma-by6kr Рік тому +2

    How it is different from System Design?

  • @navyasravani1714
    @navyasravani1714 Рік тому +1

    Plz do video on big data I want to learn from u only

  • @bec_Divyansh
    @bec_Divyansh Рік тому +1

    Is this real?? Kal hi maine MLOps seekhne ka socha and aaj roadmap. Wow!

  • @anubhayj
    @anubhayj Місяць тому

    This is mostly Devops roadmap, and AIOPS and MLOPS are two different things.

  • @shivamshrivastav5491
    @shivamshrivastav5491 Рік тому

    It's really explained like....Jai Bajrang bali 🤗

  • @MadhuriChandanbatwe
    @MadhuriChandanbatwe 2 місяці тому

    Hi Krish,Indeed this was helpful,Is there any playlist for AIOPS where we can find all these at one place?

  • @nagrajkaranth123
    @nagrajkaranth123 8 місяців тому

    Hi sir use ansible or polumi fr configuration management for ci cd you can also use gitops argocd travisci or circleci

  • @kashifsadiq4145
    @kashifsadiq4145 3 місяці тому

    Start complete Mlops projects and deployment on kuberntes

  • @kumarnakka5406
    @kumarnakka5406 2 місяці тому

    Prometheus and graphana are monitoring tools, how come they added as ci cd tools???

  • @smortlogician9258
    @smortlogician9258 Рік тому +3

    Hey I would love your advice on something for beginners.
    I have been learning analysis and visualization in python for the past couple of months
    But I also want to learn DSA- should I do that in c++ or java or python
    My future goals for now are getting into Data Engineering. And perhaps in the future I would like to code ML algorithms (I have heard c++ is used in that)
    What would help me with that? Ur reply would be really appreciated

  • @HaideraliKhan-pm8pk
    @HaideraliKhan-pm8pk Місяць тому

    And job need certificate or not only skill enough?

  • @chris.dillon
    @chris.dillon Рік тому +1

    Why is Grafana and Prometheus in the CI/CD section?

    • @ullaslr7961
      @ullaslr7961 7 місяців тому

      Lol exactly😂
      Looks like Krish is just throwing keywords.. Like in an interview😅

  • @user-vj3wn2uq7d
    @user-vj3wn2uq7d Місяць тому

    How is gitlab for mlops?

  • @iykeasiedu8
    @iykeasiedu8 Рік тому +1

    Hello Krish,
    Please when will update git/GitHub playlist?

  • @yashmestry5794
    @yashmestry5794 Рік тому +1

    when will the remaining topics of DSA will be covered ?

  • @moinakbhattacharya878
    @moinakbhattacharya878 Рік тому +1

    Well, data scientist is someone who has indepth domain knowledge like life science, insurance, financial derivatives, etc and has solid maths stats background. Naturally he or she will have way way more experience than 2 or 3 years. So their target is to get insights from data using a model, why would they care about CI CD pipeline, or building a docker image etc? Aren't they very different roles?

    • @aritratalapatra8452
      @aritratalapatra8452 Рік тому

      Ideally these aren't responsiblities that comes under the data scientist role. The problem is many companies still do not have (or dont want to have) strict task allocation to data scientists. If you are working on a model development project and your production environment is a peice of web app or mob app, knowing the entire life cycle helps. So that you can make any changes to your code and automatically changes will refelct in prod. As data science teams are not as big as software engineering teams, it is becoming a multi hate game called full stack data scintist who are jack of all.

    • @moinakbhattacharya878
      @moinakbhattacharya878 Рік тому

      @@aritratalapatra8452 full stack data scientist, i have not heard of this term. But i know pretty well companies serious about making sense out of data have specialized roles who are real data scientists, with predominantly from stats, maths background, PhDs

    • @cyberpunk2978
      @cyberpunk2978 Рік тому

      @@aritratalapatra8452 is that also called "product data scientist"?

  • @MrBranh0913
    @MrBranh0913 Рік тому

    I’m a backend engineer and have so precious SRE and Devops experience. I really have no internet in a career in AIOPs. But I want to build my own system as a persona project

  • @shivamjd2787
    @shivamjd2787 Рік тому +1

    Will I get a internship certificate after completion of course.

  • @HaideraliKhan-pm8pk
    @HaideraliKhan-pm8pk Місяць тому

    How to do AIOPS, in Pakistan.

  • @pallavisaxena7496
    @pallavisaxena7496 Рік тому

    Please create a video on Roapmap to NLP Engineer

    • @TAGman-hf7nm
      @TAGman-hf7nm Рік тому

      Please send a text on WhatsApp to the number displayed above for 1-2-1 guidance

  • @shivanshudhawan7714
    @shivanshudhawan7714 Рік тому +1

    What about tools and techs like DVC, feature store, etc and model registery with MLFlow. Are these covered in the course?

  • @deepeshjaiswal8733
    @deepeshjaiswal8733 10 місяців тому

    CAN I GET URL OF COMPLETE MLOPS COURSE PLEASE

  • @squadgang1678
    @squadgang1678 Рік тому

    Hello krish bhai, hope you are good. Can you please make a video on recurrent yolo which predicts the next frame which is used to track objects. Or any other model which could predict the next frame

  • @commonsense1019
    @commonsense1019 Рік тому

    why is steam on??? games

  • @sampathkumarbasa4774
    @sampathkumarbasa4774 Рік тому

    What is the duration of this course? Is Aws Sagemaker included?

  • @dimitri2k
    @dimitri2k Рік тому

    Amazing content thank you

  • @tusharrohilla7154
    @tusharrohilla7154 Рік тому

    What is the setup u are using for making this video

  • @zohaibramzan6381
    @zohaibramzan6381 Рік тому

    Which tool you are using for writing

  • @raazum5566
    @raazum5566 Рік тому +1

    Hello Krish,
    Which is better DevSecops or data engineering?
    Please suggest me.
    Thanks in advance.

  • @codeshclass
    @codeshclass Рік тому

    Great sir!

  • @AnishKrisna
    @AnishKrisna Рік тому

    What will be upcoming courses?

  • @cmfanz
    @cmfanz Рік тому

    What was the platform name mentioned for 4+ year experienced people to learn towards the end of the video? I couldn't see that from the handwriting on the blackboard. Any inputs appreciated.

    • @dingding4898
      @dingding4898 Рік тому +1

      "Definitely"
      He just said you should definitely know it

    • @cmfanz
      @cmfanz Рік тому

      @@dingding4898 I see. Thanks for clarifying.

  • @ashajoel2021
    @ashajoel2021 Рік тому +1

    Hii sir.. I want to switch my career to Data Analyst. Will I get a job after completing the IBM Data Analyst course on Coursera?

    • @TAGman-hf7nm
      @TAGman-hf7nm Рік тому

      Please send a text on WhatsApp to the number displayed above for 1-2-1 guidance

    • @supriths8940
      @supriths8940 3 години тому

      Hi bro did you get job ?

  • @samtx
    @samtx Рік тому

    DevOps sre skills same

  • @rishiraj2548
    @rishiraj2548 Рік тому

    Thanks

  • @movieraz3956
    @movieraz3956 Рік тому

    Hi I want to learn machine learning
    How can I strat the course can you please help me

    • @TAGman-hf7nm
      @TAGman-hf7nm Рік тому

      Please send a text on WhatsApp to the number displayed above for 1-2-1 guidance

  • @chavanuttam5561
    @chavanuttam5561 15 днів тому

    Not intresting.

  • @master_zenrade
    @master_zenrade Рік тому

    Github, Github Actions, etc. aren't open-source sir. 🙏🙏😆

  • @apekshask3918
    @apekshask3918 22 дні тому

    Omg!! I'm getting happy tears🥲