Roadmap For Machine Learning and Artificial Intelligence | How to Start? | What are the references?

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  • Опубліковано 26 гру 2024

КОМЕНТАРІ • 70

  • @debarchanbasu768
    @debarchanbasu768 2 роки тому +4

    Mitesh Khapra is the OG teacher in deep learning. There’s no other teacher who has explained DL concepts in a simpler manner, in a way that one just can’t forget.

  • @Sayan125
    @Sayan125 2 роки тому +4

    Another probability course I would like to suggest is Stat 110 at Harvard (available on UA-cam). It has one of the best course structures I have seen and the instructor is exceptionally good at explaining the concepts using multiple practical examples and scenarios. The only down-side is that the course might be a bit on the heavier side for first timers.

  • @surprise_notsofast
    @surprise_notsofast 2 роки тому +4

    Thank you. It's been a really informative video. I'm currently doing Andrew's course. Will definitely check out with MIT courses that you've suggested to get my basics right

    • @kishalaydas
      @kishalaydas  2 роки тому

      Welcome. Please share with others.

  • @super.PY14
    @super.PY14 2 роки тому +1

    bhai u speak so well, really like it , no out of box accent but still soothing to hear + knowledge

    • @kishalaydas
      @kishalaydas  2 роки тому

      Thank you so much. Please do share the videos.

  • @RahulKumar-nd9vp
    @RahulKumar-nd9vp 2 роки тому +1

    Thanks for having this video sir. This year in august i am joining M.tech AI in NIT Silchar. This is the video i really needed at this time. Having 1 month in hand atleast i make myself eligible so that i can do good in the course. Thank you very much.

    • @kishalaydas
      @kishalaydas  2 роки тому +1

      Welcome. All the best for your Mtech.

  • @satyaranjanpatra2002
    @satyaranjanpatra2002 Рік тому +1

    Thank you dada for this video 🙏✨

  • @tauhait
    @tauhait 2 роки тому +1

    Well presented materials in a structured incremental way!!👌

    • @kishalaydas
      @kishalaydas  2 роки тому +1

      Thank you bhai. Share kor.

    • @tauhait
      @tauhait 2 роки тому +1

      @@kishalaydas 👍done in linkedIn.

    • @kishalaydas
      @kishalaydas  2 роки тому

      @@tauhait thank you.

    • @tauhait
      @tauhait 2 роки тому

      @@kishalaydas 🙏

  • @anjanadas4893
    @anjanadas4893 2 роки тому +1

    Excellent vidio sir

  • @sayanmukherjee1688
    @sayanmukherjee1688 2 роки тому +1

    very informative, loved it. keep it up!

    • @kishalaydas
      @kishalaydas  2 роки тому

      Thank you. Please share with others.

  • @tarunsinghal3971
    @tarunsinghal3971 2 роки тому +1

    Thank you, this road map is good

    • @kishalaydas
      @kishalaydas  2 роки тому +1

      Welcome Tarun, please share with others.

  • @Shishirsngh
    @Shishirsngh Рік тому +2

    is the maths course of MIT from basics?

  • @antaradas408
    @antaradas408 2 роки тому +1

    Thanks a lot dadabhai for recommending resourses to follow in such step by step manner. Online atto courses / reading materials available ache konta follow korbo ki order e puzzle hoye jachilam😓. Recently just started the latest ML specialization courses in coursera by Andrew Ng, it's more detailed than the earlier one and implemented using python

    • @kishalaydas
      @kishalaydas  2 роки тому

      Yes all the courses in Coursera are really good and had covered from very basic. You can refer any of them . The course i mentioned is the well known one. And yes i forgot to mention about the programming part. I might discuss it ij my next video.

  • @paulrai4462
    @paulrai4462 2 роки тому +1

    Helping soul

  • @akshayhiranwal
    @akshayhiranwal 2 роки тому +1

    Hi Kishalay , can you please cover expectations from a direct P.hD Candidate interview at IIT's

    • @kishalaydas
      @kishalaydas  2 роки тому +1

      Yes i will soon make a video on direct phd.

  • @pramitsahoo
    @pramitsahoo 2 роки тому +1

    One more resource for probability and statistics - stat110 by prof Joe biltzstein

  • @riderop21
    @riderop21 2 роки тому +2

    Sir, will be persuing Mtech AI from IIT. It is not possible to go through everything before going to college....
    Should we worry now or just do basic prerequisite because curriculum itself has everything basic in 1st sem and advance in 2 sem onwards.

    • @kishalaydas
      @kishalaydas  2 роки тому +1

      Simple strategy:
      Focus on prerequisites now and if possible complete the Coursera ML course.
      Now once you join mtech during you course follow these are extra reference to understand the things taught in class well.

    • @riderop21
      @riderop21 2 роки тому +1

      @@kishalaydas sir how about level of coding requires throughout the 2 years ...I know Python and C++ but basic level

    • @surprise_notsofast
      @surprise_notsofast 2 роки тому

      @@riderop21 Which IIT?

    • @riderop21
      @riderop21 2 роки тому

      @@surprise_notsofast iit g

    • @kishalaydas
      @kishalaydas  2 роки тому

      @@riderop21 basic python would be sufficient for now, later u might have to expert on pytorch and tensor flow. Good you point it out. I will make another video regarding that. Thank you.

  • @torque12d76
    @torque12d76 2 роки тому +1

    Sir is knowing python pre requisite for all these courses which u mentioned

    • @kishalaydas
      @kishalaydas  2 роки тому +1

      Yes, I forgot to discuss the coding skill part in this video. I discuss it in a later video :
      ua-cam.com/video/Q93yoarFDs0/v-deo.html

    • @torque12d76
      @torque12d76 2 роки тому

      @@kishalaydas currently I'm doing it from UA-cam , basics of Python

  • @shobhitgupta560
    @shobhitgupta560 2 роки тому +1

    Hello sir.. I am joining KGP VIPES this year and want to make ai/ml profile so what should I do in 1 month before joining college??

    • @kishalaydas
      @kishalaydas  2 роки тому +1

      Prepare the prerequisites, i.e linear algebra, probability and practice python

  • @yashhhhhhhhh-d8v
    @yashhhhhhhhh-d8v Рік тому +1

    Hey kishlay please suggest course for statistics , pls provide link

    • @kishalaydas
      @kishalaydas  Рік тому

      Statistics not needed in that depth for ML

    • @yashhhhhhhhh-d8v
      @yashhhhhhhhh-d8v Рік тому

      @@kishalaydas thanks bro for reply

    • @yashhhhhhhhh-d8v
      @yashhhhhhhhh-d8v Рік тому

      you said you will give website to practice probability ,currently i was doing probability so please provide

    • @frocknathan
      @frocknathan 6 місяців тому

      If there is Statics course ,from MiT where would I get

  • @vaibhavbhatnagar951
    @vaibhavbhatnagar951 Рік тому +1

    Hello Bhaiya.... In MIT Lectures do we need to solve assignments and quizzes as provided by MIT for ML preparation?

  • @Joy_jester
    @Joy_jester 2 роки тому +1

    Hello dada, I am joining IIsc CSa, and i am interested in ml and deep learning. How can i contact you ? i have some queries regarding what courses to take?

    • @kishalaydas
      @kishalaydas  2 роки тому

      Ping me in Google chat or hangout:
      kishalay.msit@gmail.com

  • @cinvest2411
    @cinvest2411 2 роки тому +1

    Joining M-Tech in KGP this year... Excited to meet you there as I also want to work in AI/ML and Data Science domain.......😀😀

    • @kishalaydas
      @kishalaydas  2 роки тому +1

      Sure, Connect me when you are in campus

    • @cinvest2411
      @cinvest2411 2 роки тому +1

      Sure... August me hai session start.... Us time hi milta hun aapse......🙃🙃

    • @kishalaydas
      @kishalaydas  2 роки тому

      Ping me or mail me in Google:
      kishalay.msit@gmail.com

    • @subhajyotimaity3093
      @subhajyotimaity3093 2 роки тому +1

      @@kishalaydas sir in BTech our college do this course can I participate cse or it company job in this course?? After I want to higher studies about it

    • @kishalaydas
      @kishalaydas  2 роки тому

      @@subhajyotimaity3093 Ami tomar question ta bujhte parlam na...bangalate korte paro.

  • @santoshsahoo5120
    @santoshsahoo5120 2 роки тому +1

    HELLO SIR THESE RESOURCES ARE FROM THEORETICAL ASCPECT OF AI AND ML OR IT ALSO COVERS APPLICATIONS AND EVERYTHING? ACTUALLY I AM NOT FROM CS OR IT BACKGROUND, I AM FROM MECHANICAL AND I WANT TO PERSUE AI AND ML AS A CAREER, WHAT SHOULD YOU SUGGEST? PLEASE MAKE A VIDEO FOR THE NON- CS/IT PEOPLE ON THE ROADMAP TO A JOB IN THIS FIELD. PLEASE HELP SIR

    • @kishalaydas
      @kishalaydas  2 роки тому

      These are both from theoretical and application aspect. No issue if you are from noncse, you will be able to understand it, beacuse ML/AI is based on linear algrbra and probability theory, so everyone can understand it with basic knowledge on LA and prob.