Introduction | Mathematics and statistics for data science and machine learning

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  • เผยแพร่เมื่อ 2 ม.ค. 2025

ความคิดเห็น • 346

  • @codebasics
    @codebasics  2 ปีที่แล้ว +10

    Check out our premium machine learning course with 2 Industry projects: codebasics.io/courses/machine-learning-for-data-science-beginners-to-advanced

    • @LaMeeLifestyle
      @LaMeeLifestyle 2 ปีที่แล้ว

      Went through the website and am not so sure how to pick relevant courses for data science or engr…. Can you help pls ? I mean the paid courses

  • @joycegemcanete4289
    @joycegemcanete4289 2 ปีที่แล้ว +36

    Cheers to those who are planning to be a self-made Data Scientists with the help of our public mentors like this guy! We can do this! 💪

  • @MLDSInsights
    @MLDSInsights 3 ปีที่แล้ว +8

    Some topics suggestion
    Discrete Distributions
    Binomial Distributions
    Normal Distributions
    Sampling Distributions of x
    Confidence Intervals
    Z-Interval
    T-Interval
    Proportion Z-Interval
    Steps in Hypothesis Testing
    Z-Test
    T-Test
    Proportion Z-Test
    Inferences for Two Samples
    Two Means-Independent Samples
    Mean Difference-Dependent Samples
    Two Proportions
    Correlation
    Testing Correlation
    Chi-Square & F-Distributions
    Χ2 Test of Independence
    Analysis of Variance (ANOVA)

  • @DataProfessor
    @DataProfessor 3 ปีที่แล้ว +125

    This is awesome Dhaval, great things you're doing for the community!

    • @codebasics
      @codebasics  3 ปีที่แล้ว +13

      Thanks Channin.

  • @vikashdas1852
    @vikashdas1852 3 ปีที่แล้ว +43

    You're a savior, I'm following your Roadmap for DataScientist and very soon I'm gonna make you proud. Lots of respect for your work 👍🏻

    • @codebasics
      @codebasics  3 ปีที่แล้ว +5

      I am happy this was helpful to you.

    • @shrestamallina
      @shrestamallina 3 ปีที่แล้ว

      Am also following road map...

    • @abhishekmahajan3342
      @abhishekmahajan3342 3 ปีที่แล้ว

      @@codebasics can you also share video link to me for road map of data scientist

    • @learnenglish699
      @learnenglish699 2 ปีที่แล้ว

      vikash bhai hua kuch ?

    • @vikashdas1852
      @vikashdas1852 2 ปีที่แล้ว +5

      @@learnenglish699 working as a Data Scientist in Big4 🤩

  • @indraxios
    @indraxios 3 ปีที่แล้ว +19

    Multivariate calculas for ml and data science
    Thanks for this
    We really need this series the most 🙏

    • @raghibnoor1099
      @raghibnoor1099 3 ปีที่แล้ว +4

      hey varun, why dont you try Mathematics for Machine Learning: Multivariate Calculus ? Its a course by Imperial College of London that you can audit for free from Coursera.

  • @Çalhanoğluuuu
    @Çalhanoğluuuu 3 ปีที่แล้ว +1

    I've watched videos of other famous tech youtubers on some topics, but I found your explanation is very clear and understandable. You helped me clear some doubts which the so called famous tech youtubers couldn't. Thank you so much!

    • @codebasics
      @codebasics  3 ปีที่แล้ว +1

      I am happy this was helpful to you.

  • @anketsonawane6651
    @anketsonawane6651 3 ปีที่แล้ว +5

    I recommend you to take topics like
    1) correlation (pearson's method)
    2) ANOVA (Analysis of variance)
    3 Regression (Linear regression, non-linear regression, logical regression, multiple regression etc...)

  • @LikhithaH
    @LikhithaH 3 ปีที่แล้ว +1

    Hi sir, I am youtuber too (about data science) and I know how it is to make videos and upload them all by urself. hats off for making so many videos with great explanation. I've been following you for a very long time sir

  • @lenhatat7330
    @lenhatat7330 3 ปีที่แล้ว +3

    Hello Mr. Dhaval, it takes time to find a great person in Python and Data Science as you and finally I did.

  • @anketsonawane6651
    @anketsonawane6651 3 ปีที่แล้ว +1

    What a coincidence.....!!! I am doing online course of data science from coursera.... And i was thinking that how much statistics & maths should i do..... I searched a lot about this... But I was not able to get proper information... Thanks to you....!! You came at perfect time... 😊

  • @AB-we9dh
    @AB-we9dh 3 ปีที่แล้ว +1

    All the topics of Statistics and Probability required for a entry level Data Analyst. Thank you!

  • @boejiden7093
    @boejiden7093 3 ปีที่แล้ว +3

    Im so excited for this man! I really love your videos and teaching style. You are 100 times better than my professors. Will you also add some stuff like examples and solve using the math needed? Kind of just including some of the math parts. I think it would kinda solidify things so that when you code something out, i know what it should look like.
    Man im so glad you're on youtube. You're saving my grade here in my Masters degree.

  • @arnabmukherjee3255
    @arnabmukherjee3255 3 ปีที่แล้ว

    This is so important...please provide good practice materials too...people only talk about concepts but not enough to build up on top of those...please also collaborate someone who can dig deeper
    1. Importance of calculus concepts
    ( Differential equation, multivariate calc, do we also need trig to some extent????)
    2. Real life application of higher level maths in model building (may be you can refer us to some curated materials)
    3. Stats and linear algebra are no brainer...
    Thanks for this initiative...really like your teaching style..

  • @taabarrimahaganacsigaiyoti6356
    @taabarrimahaganacsigaiyoti6356 3 ปีที่แล้ว +6

    I can' thank you enough Eng how you are ready to give meaningful contribution to the community, really I have already started your series of Data science play lists, I have covered python and excel but I have difficulties on inferential statistics so hope this course is basic but it will be helpful.
    I would recommend that you create on your own statistical videos since your explanation is very simple, I saw your previous videos you transferred people to other channels on topics related to Statistics and Excel so hope you will make.

  • @worldmagic123
    @worldmagic123 3 ปีที่แล้ว +1

    He is a gem !!! Thank you so much teacher 🙏🙏🙏🙏

  • @GujjuRakshit
    @GujjuRakshit 3 ปีที่แล้ว +15

    Sir your machine learning series is awesome.
    1. Theory concept
    2 . Code
    3. Practical use case scenario of that concept where can we use in ML/ DS.

  • @miiihiir
    @miiihiir 3 ปีที่แล้ว +1

    hey Dhaval, how many videos should I watch for Statistics for Data Analysis???

  • @guerrerogonzalezjuanjose1581
    @guerrerogonzalezjuanjose1581 3 ปีที่แล้ว +2

    Man, you are amazing :D
    You are one of my favorite youtubers, tyvm for this serie :')

    • @codebasics
      @codebasics  3 ปีที่แล้ว

      Glad it was helpful!

  • @mudaliyarnz3797
    @mudaliyarnz3797 3 ปีที่แล้ว

    Brilliant idea!Anxiously waiting...Many thanks.

  • @gustavojuantorena
    @gustavojuantorena 3 ปีที่แล้ว +3

    It will be an awesome series! I hope to see something about multivariate calculus in the future (not at the beginning of course). Thank you!

  • @RaviYadav-ip2hp
    @RaviYadav-ip2hp 3 ปีที่แล้ว

    Yes that's I want this series ... I'm java developer wants to move in data science field.. thankyou sir 🙏🙏.. please start as soon as possible..😊

  • @dishantkumbhar8822
    @dishantkumbhar8822 3 ปีที่แล้ว +1

    Idk what to say , really awesome u r providing each and everything for becoming data scientist , love u bhai ❤️

    • @codebasics
      @codebasics  3 ปีที่แล้ว +1

      Thanks Dishant :)

  • @bobo-lc4yi
    @bobo-lc4yi 3 ปีที่แล้ว

    Learning so much from you Dhaval! thank you so much

  • @mukulsharma8484
    @mukulsharma8484 3 ปีที่แล้ว

    You made my day now i can explore it and will able to decide wether i should go for data science as a career or not
    Thank you 👍

  • @SHIVAMGUPTA-kl5gk
    @SHIVAMGUPTA-kl5gk 3 ปีที่แล้ว +1

    Really excited and waiting for this series

  • @mohanjangid6
    @mohanjangid6 3 ปีที่แล้ว +1

    Excited about it, please include hands on real life projects, that help a lot

  • @skyloya3779
    @skyloya3779 3 ปีที่แล้ว

    Your channel is going to be very useful for ds aspirant. I appreciate your effort and how kind hearted you are , your concern about our career prove this.

  • @shrutijain456
    @shrutijain456 3 หลายเดือนก่อน

    I like the idea of this series , 100%

  • @Spacetime23
    @Spacetime23 3 ปีที่แล้ว

    Pretty excited to continue with this series.....

  • @karthiks4121
    @karthiks4121 3 ปีที่แล้ว

    Thanks Daval bhai
    Looking forward to seeing your new videos on statistics

  • @nenenartey4266
    @nenenartey4266 ปีที่แล้ว

    Going by your introduction I'm really excited. Can't to finish the series

  • @anupmishra2260
    @anupmishra2260 8 หลายเดือนก่อน

    this helps a lot in every way not only in data sci Thank you sir

  • @tkevasu989
    @tkevasu989 2 ปีที่แล้ว

    Sir, Thanks so much for your video on Maths and Statistics required for ML really very helpful for many fresher.

  • @igorsmet1123
    @igorsmet1123 3 ปีที่แล้ว

    Super excited, that is amazing. I do not think there is anything like this freely available on TH-cam especially from such great mento🙏🏻

    • @codebasics
      @codebasics  3 ปีที่แล้ว

      Glad you enjoyed it!

  • @oshogarg341
    @oshogarg341 3 ปีที่แล้ว

    i will see each and every video of this playlist. please give updates regularly for new videos too.

  • @piyushchoudharymusic
    @piyushchoudharymusic 6 หลายเดือนก่อน +1

    felt really happy when you said 10th grade cause I am in the same class

  • @priyansh.saxena
    @priyansh.saxena 3 ปีที่แล้ว +1

    Finally, the statistics for ML series is here.

    • @codebasics
      @codebasics  3 ปีที่แล้ว

      Priyansh, how are you buddy? hope you are doing well

    • @priyansh.saxena
      @priyansh.saxena 3 ปีที่แล้ว

      @@codebasics Yeah man, I am doing absolutely fine but I am really worried about people in India. The situation is going from bad to worse. Please let me know if I can help anyone in any way.

  • @DataMind1
    @DataMind1 3 ปีที่แล้ว

    It's a long time,I am searching for these types of help. When I go to learn data science then I need math & statistics well knowledge. But when back to learn math then it's a huge area, which needs to 5 years to complete then come the topic of data science. But I have not enough time. I already complete textile engineering. So i have already loss time. Thanks for ur initiative ...

  • @Malayalam_learner
    @Malayalam_learner 2 หลายเดือนก่อน

    Lets see if i can be a data scientist after covering all playlist of your channel! Lets start

  • @MrBapujinakka
    @MrBapujinakka 3 ปีที่แล้ว

    💐💐💐 happy teachers day brother💐💐💐

  • @adilmajeed8439
    @adilmajeed8439 3 ปีที่แล้ว

    Probability, Matrices, Numerical Methods, Fourier Series, Laplace Transformation and Differential Equations along with coding examples and challenges

  • @wawawa4641
    @wawawa4641 8 หลายเดือนก่อน

    Thank you for such series🙏🙏 But my recommendation is that you should group the Series into different Videos like Mathematics(Calculus) Data Science and Statistics for Data Science That will be more organized and Well sought by beginners. Thank you!

  • @rajatbansal6902
    @rajatbansal6902 3 ปีที่แล้ว

    very excited about this 😍😍😍😍

  • @dipeshpatilpatil7627
    @dipeshpatilpatil7627 3 ปีที่แล้ว +1

    Sir please make videos on following topics following topics:
    Introduction to Mathematics for Machine Learning
    Linear Algebra
    Scalar
    Vectors
    Vector Operations
    Matrix
    Matrix Operations
    Vectors as Matrix
    Row Echelon Forms
    Inverse of Matrix
    Eigen Vectors
    Application of Linear Algebra in Machine Learning
    Multivariate Calculus
    What is Differentiation?
    Rules of Differentiation
    Partial Differentiation
    Application of Multivariate Calculus in Machine Learning
    Probability
    What is Probability?
    Terminologies in Probability
    Distributions in Probability
    Types of Probability
    Bayes Theorem
    Application of Probability in Machine Learning
    Statistics
    What is Statistics?
    Basic Terminologies in Statistics
    Sampling Techniques
    Types of Statistics
    Hypothesis Testing

  • @NileshKumar-ty3qh
    @NileshKumar-ty3qh 3 ปีที่แล้ว

    Its awesome, for the first time i am seeing the series like this thankyou sir 🙏

    • @codebasics
      @codebasics  3 ปีที่แล้ว

      Glad it was helpful!

  • @ritikadubey3798
    @ritikadubey3798 3 ปีที่แล้ว

    extremely helpful .... so so so generous of you🙂

    • @codebasics
      @codebasics  3 ปีที่แล้ว +1

      Glad it was helpful!

  • @Adityanarania01
    @Adityanarania01 3 ปีที่แล้ว

    Really love what you are doing❤️

  • @jitendersaini9801
    @jitendersaini9801 3 ปีที่แล้ว

    super exciting really love this series......thank for your great work

    • @codebasics
      @codebasics  3 ปีที่แล้ว

      Glad you enjoy it!

  • @jaydeeppawar2336
    @jaydeeppawar2336 3 ปีที่แล้ว

    Highly awaited series sir!!!!!!!!!!!!!!!!!!!!!!!!!!!!!!!

  • @honeyshah5743
    @honeyshah5743 3 ปีที่แล้ว

    Because of you I'm in machine learning in less than 1 month thank you so much sir

    • @codebasics
      @codebasics  3 ปีที่แล้ว +1

      Glad it was helpful!

    • @honeyshah5743
      @honeyshah5743 3 ปีที่แล้ว

      @@codebasics thank you so much sir please make playlist of maths and stats soon

  • @Pedrotubes1
    @Pedrotubes1 3 ปีที่แล้ว

    Great stuff, greetings from Brasil!

  • @DavidCVdev
    @DavidCVdev 3 ปีที่แล้ว +1

    THANK YOU, your tutorials got me started in data science, and this I'm sure it will be helpful

  • @emmanuelmberu18
    @emmanuelmberu18 3 ปีที่แล้ว +1

    Loving it already

  • @yashsolanki069
    @yashsolanki069 3 ปีที่แล้ว

    Wow I'm excited to follow along with this playlist! Thanks for making this series!!

    • @codebasics
      @codebasics  3 ปีที่แล้ว

      Hope you enjoy it!

    • @jennajia9522
      @jennajia9522 3 ปีที่แล้ว

      @@codebasics Sir, cannot explain how much appreciation I have to you. You teach me more than my teacher. Please please please keep posting and be safe, be healthy. Thank you so much.

  • @ariouathanane
    @ariouathanane 3 ปีที่แล้ว

    Im very interessted. This is always my question... i m wainting. Thanks of all

    • @codebasics
      @codebasics  3 ปีที่แล้ว

      Glad you enjoyed it

  • @jeekakrishna
    @jeekakrishna 3 ปีที่แล้ว +1

    Yo go Sir !!

  • @jennenaresh2928
    @jennenaresh2928 3 ปีที่แล้ว

    yeah waiting for videos.>>> thNK YOU FOR U R VIDEOS

  • @neilmacwan7892
    @neilmacwan7892 3 ปีที่แล้ว

    Great going Dhaval

  • @bhaskark1485
    @bhaskark1485 3 ปีที่แล้ว

    thanks brother for ur contribution to the students like us😍 lv u 3000

  • @tubepankajyou
    @tubepankajyou 3 ปีที่แล้ว

    Good content for DS and AI .. Thanks 👍

  • @r21061991
    @r21061991 3 ปีที่แล้ว

    Thank God you started this...Please make a full course on it

  • @vincent3542
    @vincent3542 3 ปีที่แล้ว

    Unbelievable sir, please keep it up, like the folks say, your are an KhanAcademy in data science, Indeed!!❤️❤️

  • @mhatrebhushan1
    @mhatrebhushan1 3 ปีที่แล้ว +1

    Thanks. Please add derivatives and Integration . Regression and correlation. Vetors ( Matrix)

  • @amoljalda3228
    @amoljalda3228 3 ปีที่แล้ว

    I've been waiting for this thing only... I want you to start the Statistics for Data Science playlist... Finally, you're going to start it...

  • @rajvirkumar4787
    @rajvirkumar4787 3 ปีที่แล้ว

    So needed!! 🔥sir thanku for this series

    • @codebasics
      @codebasics  3 ปีที่แล้ว

      Most welcome 😊

  • @kumarnishant4364
    @kumarnishant4364 3 ปีที่แล้ว

    Codebasics is awesome channel I love it

    • @codebasics
      @codebasics  3 ปีที่แล้ว +1

      Glad it was helpful!

  • @GENERATION20121
    @GENERATION20121 ปีที่แล้ว

    Very great Tutorial @Dhaval Patel, I like your way of teaching.

    • @codebasics
      @codebasics  ปีที่แล้ว

      Thank you! Cheers!

  • @wasimrajamiddya7560
    @wasimrajamiddya7560 3 ปีที่แล้ว

    Yes this is very good what you are doing

  • @ChitranshSagarMTAIE
    @ChitranshSagarMTAIE 3 ปีที่แล้ว

    U r too great Sir !!!!! Big fan of you !! I am waiting :)

    • @codebasics
      @codebasics  3 ปีที่แล้ว

      Thank you so much 😀

  • @aneeshbakshi7200
    @aneeshbakshi7200 3 ปีที่แล้ว

    You are literally saving lives.

    • @codebasics
      @codebasics  3 ปีที่แล้ว

      ha ha.. thanks for your kind words :)

  • @universal4334
    @universal4334 3 ปีที่แล้ว

    Woah!!! Finally a saviour came

  • @ajitsawant9508
    @ajitsawant9508 3 ปีที่แล้ว

    Your videos are really great and helpful-thank you so much for covering from basic in details

  • @whysoserious-yj1ku
    @whysoserious-yj1ku 3 ปีที่แล้ว +1

    So needed!! 🔥

  • @asminanassar6261
    @asminanassar6261 3 ปีที่แล้ว

    Yess need videos on distributions, hypothesis testing and i suggest u to take some problms and show us how they are solved theoritically too

    • @codebasics
      @codebasics  3 ปีที่แล้ว

      yes all of that is coming

  • @athiramurali9130
    @athiramurali9130 3 ปีที่แล้ว

    Waiting for this series 🤩❤️❤️

  • @How_About_This428
    @How_About_This428 2 ปีที่แล้ว

    Indians as always the the most brilliant and smart on this TH-cam

  • @amitjaiswal781
    @amitjaiswal781 3 ปีที่แล้ว

    I am very excited sir for this series.

    • @codebasics
      @codebasics  3 ปีที่แล้ว +1

      Glad to hear that

  • @DiveshJadhwani
    @DiveshJadhwani 2 ปีที่แล้ว

    HEllo brother i am really thankful for your knowledge i love you and i have really come here with so pure excitement to learn this thankyou sir RESPECT!!

  • @letsexplorewithzak3614
    @letsexplorewithzak3614 3 ปีที่แล้ว

    Great Dhaval, it will be a good revision.

    • @codebasics
      @codebasics  3 ปีที่แล้ว

      Glad it was helpful!

  • @hassanBinTariq443
    @hassanBinTariq443 3 ปีที่แล้ว

    You are doing such an amazing job.

    • @codebasics
      @codebasics  3 ปีที่แล้ว

      I am happy this was helpful to you.

  • @keynotesl
    @keynotesl 3 ปีที่แล้ว

    good job sir. please continue this series.

    • @codebasics
      @codebasics  3 ปีที่แล้ว

      Glad it was helpful!

  • @NITINKUMAR-n4v8h
    @NITINKUMAR-n4v8h 3 ปีที่แล้ว +1

    I am very stressed and nervous wht to do i am non technical background totally i not able to understand intermediate and advance of coding and maths solution in data science it's my humble request for you Sir. please give a clearity of data science course and which platform i can talk to you.

  • @Sattya1412
    @Sattya1412 3 ปีที่แล้ว

    Please make a couple of video on statistics for data analysis

  • @sakshibhalla6923
    @sakshibhalla6923 3 ปีที่แล้ว

    Looking forward sir !!

  • @TheMISBlog
    @TheMISBlog 3 ปีที่แล้ว

    Great News , Thanks Dhaval, Good Luck !

    • @codebasics
      @codebasics  3 ปีที่แล้ว

      Glad it was helpful!

  • @kamruzzamanmithu417
    @kamruzzamanmithu417 3 ปีที่แล้ว +1

    Love from BD, Sir!!

  • @mazen-r
    @mazen-r 3 ปีที่แล้ว +1

    this would be awesome, and if u can tell us what is the use of every particular topic in machine learning or data science life cycle would be great , thank u

  • @GujjuRakshit
    @GujjuRakshit 3 ปีที่แล้ว +1

    Sir cover types of data topic also.

  • @RaushanKumar-hx8zz
    @RaushanKumar-hx8zz 3 ปีที่แล้ว

    Sir make video series on complete statistics for data science

  • @omarnagy2907
    @omarnagy2907 4 หลายเดือนก่อน

    is playlist complete ?

  • @kettlebell_only
    @kettlebell_only 3 ปีที่แล้ว

    Thank you so so much for this series
    Are you continuing it more
    Or topics are enough for it

  • @dhirajp4677
    @dhirajp4677 3 ปีที่แล้ว +2

    Just purchased a new note book for notes on this series

    • @codebasics
      @codebasics  3 ปีที่แล้ว +1

      nice :) I wish you all the best Dhiraj and happy learning

    • @dishantkumbhar8822
      @dishantkumbhar8822 3 ปีที่แล้ว

      Same here

  • @MUNZY-h7x
    @MUNZY-h7x ปีที่แล้ว

    is this playlist all i need to know for maths for data science

  • @manasamoorthy4994
    @manasamoorthy4994 ปีที่แล้ว

    Please upload a series for the mathematics and statistics topics for data analytics.

  • @rohanniwal4890
    @rohanniwal4890 3 ปีที่แล้ว +1

    I am just here to, Thank You!

  • @AVyt28
    @AVyt28 3 ปีที่แล้ว

    Probability, distribution curves like Gaussian and normal distribution

  • @haniabdulrehman7774
    @haniabdulrehman7774 4 หลายเดือนก่อน

    Hello Sir,
    Do you have a single course on Mathematics for Data science which covers all that is required for being a Data scientist??

  • @oswali
    @oswali 3 ปีที่แล้ว

    Hello, Great! ... How often you will post this videos?

  • @abhishekvishwakarma691
    @abhishekvishwakarma691 3 ปีที่แล้ว

    Good start to new way sir