MLOps Roadmap | Secure Top Jobs Instantly

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  • Опубліковано 15 січ 2025

КОМЕНТАРІ • 74

  • @AyushSinghSh
    @AyushSinghSh  Рік тому +4

    I'm also running an exclusive webinar on *28th Nov, 2023* for students who are serious about learning data science, consider going over here and reading more about it - topmate.io/ayush_singh13/649984

    • @yolow8126
      @yolow8126 Рік тому

      Can I do machine learning with weak math skill ?

    • @mudassarahmad4716
      @mudassarahmad4716 Рік тому

      @AyushSingSh.
      Can a beginner join this webinar?

    • @AyushSinghSh
      @AyushSinghSh  Рік тому

      @@mudassarahmad4716 yes

    • @RahulSingh-p4c2s
      @RahulSingh-p4c2s Рік тому

      @@AyushSinghSh Do you have any other UA-cam channel

  • @rishavanand1888
    @rishavanand1888 Рік тому +8

    great insights and editing has also improved .

  • @Zaheer-r4k
    @Zaheer-r4k Рік тому +36

    Prompt : I want you to respond only in English (US). Act in the role of a specialist in analyzing job
    descriptions and generating projects that companies will like. The writing style should be to
    the-point and straightforward. Please provide project recommendations that align with a
    company's interests and job descriptions, along with the technologies I should use for the
    projects to maximize my chances of getting shortlisted. Present the information in a table
    containing the project title, project description, technologies to be used, a basic brief on how
    to get it done, and a column ranking the projects by the percentage chance of getting
    shortlisted. Here is the job description to consider: PASTE HERE Read

  • @sam_temp
    @sam_temp 18 днів тому +1

    MLops roadmap:-
    1) ML
    2) SDLC life cycle
    3) Devops (CI/CD, cloud, git, containers, virtualisation, IaC)
    4) Data versioning
    5) Model versioning (mlflow, dvc)
    6) Docker
    7) Model validation (tensorflow extended, pycaret)
    8) CI/CD (Jenkins, github actions)
    9) Model retraining & monitoring (model db, MLflow, TFx)
    10) Governance & regulatory compliance (ibm open pages)

  • @NehaThetla
    @NehaThetla Рік тому +2

    hey ayush ...wow its really too good and clear knowledge about how to reach to learn MLops ,deveops and its stategy .I really appreciate your words regarding to MLops ..I am also planning to learn, its makes more motivate in right time by you ..Thnk you ayush

  • @rajpanchaal
    @rajpanchaal Рік тому +6

    good to see you brother 😃
    Brother put consistency
    You are my inspiration brother ❤❤❤❤❤

  • @lakshaysharma6390
    @lakshaysharma6390 6 місяців тому +1

    Thank You Sir 🙏

  • @karthik8094
    @karthik8094 Рік тому +1

    Loved the last tip!

  • @aliensamv3997
    @aliensamv3997 3 місяці тому

    Daaammmm super helpful 🎉

  • @CodeWithCJ
    @CodeWithCJ Рік тому +2

    Thanks ayush for sharing these resources. The courses looks great and very comprehensive

  • @rajadurai7336
    @rajadurai7336 11 місяців тому

    Thank you so much😀

  • @DHEERAJKUMAR-sb7dt
    @DHEERAJKUMAR-sb7dt Рік тому

    Thanks Ayush, for such a crisp, helpful and impactful content.
    Really appreciate it.

  • @science_with_technique
    @science_with_technique Рік тому

    Weldon ayush keep it uo❤

  • @rashedin6356
    @rashedin6356 Рік тому +2

    Someone please name one project which conclude all these things

  • @RajivMukul
    @RajivMukul 8 місяців тому +1

    Thanks for the tutorial.Can you please tell me in which scenarios python scripting is used in MLOps workflow apart from building a model .Also in which cases we use bash.Basically want
    to know how much scripting is needed in MLOps apart from building a model.

  • @SankarJankoti
    @SankarJankoti Рік тому +1

    Hello, Do you have any live classes?

  • @FluffyKitten97
    @FluffyKitten97 Рік тому +6

    *Kubernetes has entered the chat*

  • @gangesh1723
    @gangesh1723 Рік тому

    Thanks ayush, it was very informative video..

  • @yashSHukla21
    @yashSHukla21 8 місяців тому

    Hey ayush have you covered everything in your mlops cohort?????

  • @codingwithsatyam
    @codingwithsatyam Рік тому +1

    In which company do you work?

  • @thejugaadman
    @thejugaadman Рік тому

    Very well explained

  • @sureshscribnar
    @sureshscribnar 4 місяці тому

    Good content however I wish that UA-cam provides a way to turn off the background music so I can focus on the content... the music choices are not well informed in general and changes your heartbeat and takes away attention... it should not be difficult for youtube to provide more controls for Audio

  • @srinathg3051
    @srinathg3051 7 місяців тому

    Very insightful video , thanks for posting this , One quick question, do we really need to have depth knowledge of Mathematics for MLOps journey , I have 10 years of experience In IT and I am mainly into Cloud infrastructure service and DevOps , and I wanted to learn MLops , Is it required to have maths skills to lean MLops tools and ML colours

  • @getluped
    @getluped Рік тому

    Hi Ayush,
    Thank you is to say the least for all your efforts.
    I'm wondering why you did not mention the Python language as its essential for any MLOps Engineer?

  • @HemanthTerli
    @HemanthTerli Рік тому +5

    Hi Ayush.....How much DSA knowledge is needed for MLOPS..ie. is knowledge enough(how data structures and algorithms work) or solving around 30 problems in every topic is musta and should.
    2.How dsa played a role in ur fantastic journey right from the beginning
    Iam asking this because many of the mncs are concerned on problem solving skills.Please help us with your opinion..we would like to follow ur path🙂

    • @fg-ki4nx
      @fg-ki4nx Рік тому +2

      Ops role doesn’t require leetcode. I am not saying DSA, I said not hardcore Leetcode. You should know various data structures and some basic algorithms. At least solve 60-70 easy problems that would be enough.

    • @ayxxnshxrif
      @ayxxnshxrif 8 місяців тому

      ​@@fg-ki4nxu r devops guy ? Let connect on LinkedIn?

  • @vijaisankar6541
    @vijaisankar6541 Рік тому +1

    Dear Ayush please answer this. In your course details, its written that Core ML course have a starting date and its somewhere around mid May. So, is it possible to join the course now or should I wait until next May?

  • @gayamsunilkumar3451
    @gayamsunilkumar3451 Рік тому

    Hi ayush can you make a video with resources to learn MLOPS.

  • @rishiraj2548
    @rishiraj2548 9 місяців тому

    👍

  • @Eswar.
    @Eswar. Рік тому +1

    lost my interest and motivation for data science there is no jobs for freshers
    its depressing

  • @tamiratsolomon4655
    @tamiratsolomon4655 Рік тому

    so after grasping the basics of ml what one important book or video tutorial is the most crucial for MLOps do you recommend ?

    • @kishore961
      @kishore961 8 місяців тому +1

      Practical mlops book by Noah gift

  • @Shakeel-e4o
    @Shakeel-e4o Рік тому

    does AIOps and MLOps are same???

  • @Tejaswi-xd4re
    @Tejaswi-xd4re Рік тому

    Sir is devops also included in your antern course??

    • @AyushSinghSh
      @AyushSinghSh  Рік тому

      we don't cover it entirely but a glimpse is shown for what is required in MLOps project

  • @sanuji4
    @sanuji4 Рік тому +1

    Hi ayush you are so awesome and such a great knowledge in early age
    I'm also started my ds and ml
    But the confusion is where to start please reply

  • @flakky626
    @flakky626 Рік тому

    ok😃

  • @abdulqadar9580
    @abdulqadar9580 Рік тому

    Please make more videos

  • @dawnsucksatcoding
    @dawnsucksatcoding Рік тому

    hii
    i want to know it worth it to join the CS001 B04 batch today on the 29th July 2023?
    i want to join your core machine learning batch the CS001 B04, can i know when it was launched?
    bcz i despirately want to learn machine learning and need a guidance
    and will there be still 1 on 1 support and live classes still today
    ??
    plz reply

  • @piyukr
    @piyukr Рік тому

    Hi Ayush,
    I am not able to find the prompt to create projects aligned with job descriptions. I have looked for it even in the github link. Can you please help me find it?
    Cheers!

    • @thoufeekbaber8597
      @thoufeekbaber8597 10 місяців тому +1

      The prompt:
      "I want you to only in english(US). Act in the role of the specialist in analyzing job descriptions and generating projects that companies will like. The writing style should be to the point and straight forward. please provide project project recommendations that align with a companys interest and job descriptions along with the technologies I should use for the projects to maximize my chances of getting shortlisted. Present the information in a table containing the project title, project descriptions, technologies to be used and basic brief on how to get it done and column ranking the projects by the precentage chance of getting shortlisted. Here is the job descriptions"

    • @piyukr
      @piyukr 10 місяців тому

      @@thoufeekbaber8597 Thanks brother :)

  • @RachanaKumari-x1g
    @RachanaKumari-x1g Рік тому

    Odd: Sum
    Quecation Name: Odd Sum
    problm satment
    antionio got an array A consistring of N integers as his chnistmas present.
    antonin likes an array if and only if t he sum of all elements of that array is odd. Like Antonio likes array [4,1,4],[2,2,1] etc. but not arrays [4,4], [2,6,2]etc.
    now to make array A of his likeness he can perform the belows operactons on it:
    - Operation 1: remove exactly one element from the array.
    - Operation 2: divide every element of the array by 2.
    Given array A, print te minumum number of above operactions require to make array A of antonio's likeness(i.e. To make the sum of all element of array A odd).
    Input Format
    -first line contains a singal integer denoting N.
    -Nest line contains N space separated integers denoting the element of array A.
    Output Format
    -print the minimum number of above operaction required to make array A of Antionin's linkeness(i.e. To make the sum of all element of array A odd).
    Constraints
    -1

  • @jonathanjacob5453
    @jonathanjacob5453 Рік тому +9

    I feel like I have seen this exact video before. You should credit the original video creator.

  • @Joyboy_1044_
    @Joyboy_1044_ Рік тому

    Hey Ayush
    I have a strong background in core ML and have completed several projects in this field. Additionally, I gained knowledge in DevOps during my undergraduate studies. Do you think I can start applying for MLOps jobs? I'd really value your suggestions on this.

  • @SkyveSeries
    @SkyveSeries Рік тому

    2nd comment ❤❤❤

  • @arpansart2844
    @arpansart2844 Рік тому

    1st comment ❤❤❤

  • @RachanaKumari-x1g
    @RachanaKumari-x1g Рік тому

    hi

  • @learnerboy2247
    @learnerboy2247 Рік тому +1

    Bro needed video on how much maths for Ml and AI.... And also needed the Maths Course From Zero to advance... As I dropped out out of 12.... It's Benn 5 years now
    And I want to make career on software engineering..... But forgot all the maths of class 9- 12 th...
    Can you just make a course for maths ... Also please Reply

    • @justinkk-x6s
      @justinkk-x6s Рік тому

      simple math from 11th and 12 th you will be learning more thing while doing !

    • @AyushSinghSh
      @AyushSinghSh  Рік тому

      Sure

  • @mohammedakeel1547
    @mohammedakeel1547 Рік тому

    Ayush I have a question.are you going to school???

  • @thoufeekbaber8597
    @thoufeekbaber8597 10 місяців тому

    The prompt:-
    "I want you to only in english(US). Act in the role of the specialist in analyzing job descriptions and generating projects that companies will like. The writing style should be to the point and straight forward. please provide project project recommendations that align with a companys interest and job descriptions along with the technologies I should use for the projects to maximize my chances of getting shortlisted. Present the information in a table containing the project title, project descriptions, technologies to be used and basic brief on how to get it done and column ranking the projects by the percentage chance of getting shortlisted. Here is the job description to consider"

  • @akzork
    @akzork Рік тому +2

    should have zoomed on your face some more.

  • @Akash-lp2ei
    @Akash-lp2ei Рік тому

    :)

  • @RachanaKumari-x1g
    @RachanaKumari-x1g Рік тому

    Minimize the interger
    Problm Stament
    Antonio got a very large integer as his christmas present from his prents. Antonio does not like larger and hence decided to change a few degits of his integer and make it as small as possible.
    But changing too many degits will make Antonio's Parents sad. More formally if Antonin change more than k degits of the integer ,his parents will become sad. Antonio does not want that to happen and hence wil change at most k digits of the given integer.
    Also if the final integer contains any Leading zeros, Antonino's parents again become sad. so Antonio will perfome the k change in such a way that the final integer does not contain any leading zeros.
    given the interger Antonio got and k(maxmim of changes Antonino can perfome), print the minimum integer that Antonino can get.
    Input Format
    -first line contains a singal integer denoting the integer Antonino got as his charistmas the integer Antonino got as his christmas present.
    -next line contains a single integer denoting k.
    Output Format
    -print the minimum integer that Antonino can get .
    Constraints
    -1