Shubham Ingale
Shubham Ingale
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data science and machine learning are easy and i will show you how | IIT Bombay
Hi everyone, welcome to my channel! 🚀
In this video, I break down the steps to get started in the exciting field of data science. I'll share why learning data science is easier than you think and how you can build a strong foundation in this rapidly growing domain.
Here’s what you’ll learn in this video:
- The importance of maths (linear algebra, calculus) in data science
- Why copying code isn’t enough and the value of understanding concepts
- The distinction between data science, machine learning, and deep learning*
- Recommended free resources like NPTEL, CDEEP lectures, and TH-cam channels
- How books like Hands-On Machine Learning with Scikit-Learn can fill knowledge gaps
Whether you're a beginner or looking to strengthen your fundamentals, this video will guide you with practical tips and resources to kickstart your journey.
🔗 Resources Mentioned:
- www.youtube.com/@UCh9nVJoWXmFb7sLApWGcLPQ
- www.youtube.com/@UCNU_lfiiWBdtULKOw6X0Dig
- archive.nptel.ac.in/courses/106/106/106106139/
- www.cdeep.iitb.ac.in/vod/vodCloud/login.php
- www.youtube.com/@UCXUPKJO5MZQN11PqgIvyuvQ
If you found this video helpful, don't forget to like, subscribe, and share with friends who are interested in data science. Let’s learn and grow together! 🌟
#DataScience #MachineLearning #AI #LearningJourney #IITBombay
มุมมอง: 13 569

วีดีโอ

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ความคิดเห็น

  • @ashishthakur9819
    @ashishthakur9819 3 วันที่ผ่านมา

    Great video

  • @ashishthakur9819
    @ashishthakur9819 3 วันที่ผ่านมา

    Great video

  • @advetsharma3240
    @advetsharma3240 5 วันที่ผ่านมา

    Such a positive person. This positive and fighting attitude of yours is so inspiring. Thank youu soo much bhaiya for your kind words.

  • @ShailyDhouliyan
    @ShailyDhouliyan 8 วันที่ผ่านมา

    "Hawa mein na udd jaye" sounds funny 😂 got me hard 🤣, but real one though

  • @Samyak-dx5ym
    @Samyak-dx5ym 9 วันที่ผ่านมา

    thank you for this helpful video

  • @prakhar-l9j
    @prakhar-l9j 9 วันที่ผ่านมา

    thank you for guiding me

  • @mayankshuklaYT
    @mayankshuklaYT 12 วันที่ผ่านมา

    Good job young lad !

  • @ONESHOTMARATHONONLYJm2024
    @ONESHOTMARATHONONLYJm2024 12 วันที่ผ่านมา

    My best motivation video ever !!!! whenever i will get demotivate i will surely watch this video again ❤

    • @ONESHOTMARATHONONLYJm2024
      @ONESHOTMARATHONONLYJm2024 12 วันที่ผ่านมา

      By the way Dada I am also from MAHARASHTRA board and secured 84 in 10 and now dropper 🔥🙏🙏

  • @IM_RI4Z
    @IM_RI4Z 13 วันที่ผ่านมา

    your linkedin and twitter???

    • @shubhamingale
      @shubhamingale 13 วันที่ผ่านมา

      @@IM_RI4Z www.linkedin.com/in/ingale-shubham I'm not active on X

    • @IM_RI4Z
      @IM_RI4Z 13 วันที่ผ่านมา

      @@shubhamingale give u a connection req

    • @IM_RI4Z
      @IM_RI4Z 13 วันที่ผ่านมา

      @ and if u can then also provide me ur github

  • @ryandsilva4522
    @ryandsilva4522 14 วันที่ผ่านมา

    Great video Shubham , My takeaway's from watching this video "DON'T WORRY ABOUT IT " and loved that poster on the wall "EVERY SETBACK IS A SETBACK FOR COMEBACK"

  • @starcreatios5409
    @starcreatios5409 15 วันที่ผ่านมา

    Bhai I am studiying 1st year BE(AI and DS) in bottum college, in my college there is no coding culture. I am quite good in python. Only theary level, how don't know how to start solving problems. What can I do now? Please reply me

  • @Captain_77
    @Captain_77 16 วันที่ผ่านมา

    Out of the video one suggestion is very good follow the books .

    • @LeilaCremonesi
      @LeilaCremonesi 13 วันที่ผ่านมา

      have you read it ?

    • @Captain_77
      @Captain_77 12 วันที่ผ่านมา

      @LeilaCremonesi started reading

    • @LeilaCremonesi
      @LeilaCremonesi 9 วันที่ผ่านมา

      @ nice

  • @KarthikMR0513
    @KarthikMR0513 16 วันที่ผ่านมา

    To become data sciencetist is ml necessary?

    • @shubhamingale
      @shubhamingale 16 วันที่ผ่านมา

      @@KarthikMR0513 yes

    • @KarthikMR0513
      @KarthikMR0513 16 วันที่ผ่านมา

      @shubhamingale oh ml enginer and data scientist aren't different roles?

    • @KarthikMR0513
      @KarthikMR0513 16 วันที่ผ่านมา

      Need any powerful laptop to learn ml like strong gpu or can manage without GPU

  • @vaishuanandlokery3388
    @vaishuanandlokery3388 17 วันที่ผ่านมา

    Shubham, kitna seriously bol rh ho.. Nice 😊

  • @vivaanarora7170
    @vivaanarora7170 19 วันที่ผ่านมา

    Bro finally remembered his accounts password

  • @safashaikh2894
    @safashaikh2894 19 วันที่ผ่านมา

    Also can you make a python roadmap for data analyst and data science. Both visual (video courses) and textual (books) format that goes from basic to advance as per market trends. I have started to learn python and half way through a book called crash course in python which is quite good fr basic but need a roadmap forward.

    • @shubhamingale
      @shubhamingale 19 วันที่ผ่านมา

      I am going to make a roadmap video next!

    • @safashaikh2894
      @safashaikh2894 19 วันที่ผ่านมา

      Please if possible make a python section that is detail and takes into consideration the points that I have mentioned

  • @safashaikh2894
    @safashaikh2894 20 วันที่ผ่านมา

    Please make more content on data science, advance data analyst, machine learning.

  • @mrnoble3896
    @mrnoble3896 20 วันที่ผ่านมา

    Maybe it os for you because of your teachers and curriculum unfortunately everywhere else they don't even teach some beginner stuff

  • @Philosophy_IQ
    @Philosophy_IQ 20 วันที่ผ่านมา

    incel

  • @Philosophy_IQ
    @Philosophy_IQ 20 วันที่ผ่านมา

    nerd

  • @Maths-x2c
    @Maths-x2c 20 วันที่ผ่านมา

    Nothing is easy in life .. if you want anything you have pay of your hardwork 😅😅😅😅

  • @samirdumre5612
    @samirdumre5612 22 วันที่ผ่านมา

    I am a third sem student and your videos are motivating me to push my limits.

  • @rishikakhanna8541
    @rishikakhanna8541 22 วันที่ผ่านมา

    Helpful content. Can you make a video about math topics (along with the online sources) which are pre-requisites for machine learning.

  • @AamirKhan-sg1re
    @AamirKhan-sg1re 22 วันที่ผ่านมา

    Hyy big broo , M bsc cs graduate students and i want to study data science course from distance /online becoz am a quality control assistant in medicine company...so I have a question that it is possible to get a job in IT companies.. while am doing a distance course so.. what i do..for getting placement..tell me.. please bro am confuse..

  • @AyushSharma80001
    @AyushSharma80001 22 วันที่ผ่านมา

    What was the reason you guys choose DS instead of Dev? And I want subject specific reason, just give me a reason obviously it may help in quant but still it won't suit for startups isn't it also, I feel like I might do dev better since I am a smart designer, but I also like Maths, And I have heard DS is good if u like maths but again, I don't like data much since I feel it's just overwhelming and over thinking, just take the damn decision

  • @anaspirant9929
    @anaspirant9929 22 วันที่ผ่านมา

    Kindly give a clear roadmap for a person of non-tech background along with all the resources links.

  • @ashionality
    @ashionality 22 วันที่ผ่านมา

    Studying is easy with consistency, but getting job is the hectic part

    • @DhaneshPanchariya
      @DhaneshPanchariya 19 วันที่ผ่านมา

      Start networking from the first day, referrals are the way to go.

    • @ashionality
      @ashionality 19 วันที่ผ่านมา

      @DhaneshPanchariya sorry but its not working for me, HR wants IIT CSE or Phd for entry level. Like they hunting for keywords

  • @mustak_085
    @mustak_085 22 วันที่ผ่านมา

    Kindly create a course on Data Science

  • @Osmisirius
    @Osmisirius 22 วันที่ผ่านมา

    Hi shubham bhai I am pursuing the 5th semester from tier 3 college Jaha koii company kuch ni aati hai. Mera sawal hai kuch agar aap guide kryega to bht zada help hoga mera ,i need your suggestion Mujhe Ai ,ML ye choose krna hai Lkn bht senior ajeeb baat krre hai or faculty v ki is line me fresher ko job ni milra market me. Mtlb unlog ka kahna hai ki ye line chod hi do koi or choose krlo Or mai dsa python se krra hu usi k liye ki isi line me jana tha fr maths padhta mai ye dsa complete hota to... Bht disturb hu samjh ni aara kia choose kru kia ni mai to small town me hu to bahar ka ni maloom kia chalra hai. Pata nai job milega ki ni! Please comment ko padh k ache se reply kryega i will wait for u big bro

    • @lord4263
      @lord4263 17 วันที่ผ่านมา

      I don't know Shubham reply karega ya nhi, look job and and koi technology sikhna dono alag bat hai.... Agar job chahiye to simply start with development or software testing. Once you get into this choose ur path according to interest. Tumhare bat se lag rha hai tum job ko lekar jyada concern ho. Off campus try kro or communication pe dhyan do. All the best

    • @Osmisirius
      @Osmisirius 17 วันที่ผ่านมา

      Thanks alot ❤ bhai ​@@lord4263

  • @plainermine9297
    @plainermine9297 22 วันที่ผ่านมา

    nice video bhaiya.....

  • @muhaiminulsajid499
    @muhaiminulsajid499 22 วันที่ผ่านมา

    Is cdeepiitbombay is only for iitbombay students or anyone can use the resources?

    • @shubhamingale
      @shubhamingale 22 วันที่ผ่านมา

      @@muhaiminulsajid499 Anyone can use it.

  • @svdfxd
    @svdfxd 22 วันที่ผ่านมา

    Clearly articulated and comprehensively explained.

  • @sudhanshusharma5083
    @sudhanshusharma5083 22 วันที่ผ่านมา

    there is no myth that learning data science is difficult ...Focus on ur study brother...And not making youtube videos

  • @kartik5550
    @kartik5550 22 วันที่ผ่านมา

    How many time it takes to reach the level for the placements

    • @shubhamingale
      @shubhamingale 22 วันที่ผ่านมา

      @@kartik5550 It depends from person to person. It took me 1.5 years

  • @TechN4D
    @TechN4D 23 วันที่ผ่านมา

    In the era of Gen Ai and Agentic Ai does it worth it to learn basic Machine Learning.

  • @Yoyo-dx8wz
    @Yoyo-dx8wz 23 วันที่ผ่านมา

    How to get job every thing is easy this days

  • @vivekpradhan1320
    @vivekpradhan1320 23 วันที่ผ่านมา

    ML or DSA?

    • @shubhamingale
      @shubhamingale 23 วันที่ผ่านมา

      @@vivekpradhan1320 Both

  • @N28-h9m
    @N28-h9m 23 วันที่ผ่านมา

    have seen some colleagues get a data science jobs by learning Data Science using 6 months courses . Then getting laid off within 6 months.

  • @namashaggarwal7430
    @namashaggarwal7430 23 วันที่ผ่านมา

    In your title, you need to prove why data science is easy, then you talked that maths is required, that's contradictory

  • @NayabGauhar04
    @NayabGauhar04 23 วันที่ผ่านมา

    should i do machine learning or do mern stack,blockchain

    • @shubhamingale
      @shubhamingale 23 วันที่ผ่านมา

      @@NayabGauhar04 It depends in your interest and end goal.

  • @devshahin
    @devshahin 23 วันที่ผ่านมา

    keep it up, you’re genuine

  • @thehiddenmartin
    @thehiddenmartin 23 วันที่ผ่านมา

    bro machine learni ng ka course nhi hai koi cdeep pe

  • @mikaa2557
    @mikaa2557 23 วันที่ผ่านมา

    You are very right about method you follow and book.. you are on right path but let me tell you you are from iit and your chances of having a ds internship is higher than many other only bec in india tag of iit is valued... not demoralizing it I totally admire you tho someone from non iit background no matter what knowledge will either have to get a certification or work in similar field for 2 years before they crack into data science field no matter what free knowledge they apply. Even tho I myself have a btech in ds I dont get selected in internship despite my projects. For someone watching you without top institute let them know that they need to have certification and invest money at later stage even if they take free course to learn. Udemy does the great job so is coursera. Great video tho impressed that you learned everything in 2 years.

  • @krishjgupta3017
    @krishjgupta3017 23 วันที่ผ่านมา

    I am in 1st year btech. I want to start learning machine learning but don't know from where to build the maths foundation. What's your opinion about starting with intro to statistical learning

    • @shubhamingale
      @shubhamingale 23 วันที่ผ่านมา

      @@krishjgupta3017 It's an amazing book to gain solid mathematical foundation for ML algorithms

  • @aadarshpriyadarshi2578
    @aadarshpriyadarshi2578 23 วันที่ผ่านมา

    Is it possible to do Data Science along with DSA and within 6 months?

    • @shubhamingale
      @shubhamingale 23 วันที่ผ่านมา

      @@aadarshpriyadarshi2578 Yes, it is possible

  • @puneetkumar3788
    @puneetkumar3788 23 วันที่ผ่านมา

    I am from BSC non technical background. I was preparing for govt exams but now i want to come in IT field. Can you tell me which one is good between web development and data analyst to come in this field ?

  • @vhhkj-m5k
    @vhhkj-m5k 24 วันที่ผ่านมา

    nice video i am learning right now i can relate its 100 % correct.Gaining some excellent tips🤗

  • @vanshaggarwal3401
    @vanshaggarwal3401 24 วันที่ผ่านมา

    sir is this is true that getting a job as a fresher in datascience is extremely difficult?

    • @shubhamingale
      @shubhamingale 24 วันที่ผ่านมา

      @@vanshaggarwal3401 It is difficult you have superficial knowledge. If you have strong basics and a good grasp of advanced concepts, then it's not that difficult

  • @HadiaKhan-e3t
    @HadiaKhan-e3t 24 วันที่ผ่านมา

    If we are a student of computer science then what should we do?

    • @shubhamingale
      @shubhamingale 24 วันที่ผ่านมา

      @@HadiaKhan-e3t Your stream will help you with understanding stuff. But mostly you'll drive more value through self learning

  • @AbhayThakur-qg2tw
    @AbhayThakur-qg2tw 24 วันที่ผ่านมา

    bro i just passed class 10 therefore i not able to understand more maths in deeply it will ok to learn only basics and concept 😞😞

    • @shubhamingale
      @shubhamingale 24 วันที่ผ่านมา

      @@AbhayThakur-qg2tw Yes. But eventually you need to go into the mathematical details

    • @AbhayThakur-qg2tw
      @AbhayThakur-qg2tw 24 วันที่ผ่านมา

      @@shubhamingale thanks bro