Data Science for Engineers IITM
Data Science for Engineers IITM
  • 51
  • 999 797
K - Nearest Neighbors implementation in R
To access the translated content:
1. The translated content of this course is available in regional languages. For details please visit nptel.ac.in/translation
The video course content can be accessed in the form of regional language text transcripts, books which can be accessed under downloads of each course, subtitles in the video and Video Text Track below the video.
Your feedback is highly appreciated. Kindly fill this form forms.gle/XFZhSnHsCLML2LXA6
2. Regional language subtitles available for this course
To watch the subtitles in regional languages:
1. Click on the lecture under Course Details.
2. Play the video.
3. Now click on the Settings icon and a list of features will display
4. From that select the option Subtitles/CC.
5. Now select the Language from the available languages to read the subtitle in the regional language.
มุมมอง: 9 536

วีดีโอ

K - means Clustering
มุมมอง 10K6 ปีที่แล้ว
To access the translated content: 1. The translated content of this course is available in regional languages. For details please visit nptel.ac.in/translation The video course content can be accessed in the form of regional language text transcripts, books which can be accessed under downloads of each course, subtitles in the video and Video Text Track below the video. Your feedback is highly ...
K - means implementation in R
มุมมอง 16K6 ปีที่แล้ว
To access the translated content: 1. The translated content of this course is available in regional languages. For details please visit nptel.ac.in/translation The video course content can be accessed in the form of regional language text transcripts, books which can be accessed under downloads of each course, subtitles in the video and Video Text Track below the video. Your feedback is highly ...
Data Science for engineers - Summary
มุมมอง 6K6 ปีที่แล้ว
To access the translated content: 1. The translated content of this course is available in regional languages. For details please visit nptel.ac.in/translation The video course content can be accessed in the form of regional language text transcripts, books which can be accessed under downloads of each course, subtitles in the video and Video Text Track below the video. Your feedback is highly ...
K - Nearest Neighbors (kNN)
มุมมอง 12K6 ปีที่แล้ว
To access the translated content: 1. The translated content of this course is available in regional languages. For details please visit nptel.ac.in/translation The video course content can be accessed in the form of regional language text transcripts, books which can be accessed under downloads of each course, subtitles in the video and Video Text Track below the video. Your feedback is highly ...
Multiple Linear Regression Modelling Building and Selection
มุมมอง 7K6 ปีที่แล้ว
To access the translated content: 1. The translated content of this course is available in regional languages. For details please visit nptel.ac.in/translation The video course content can be accessed in the form of regional language text transcripts, books which can be accessed under downloads of each course, subtitles in the video and Video Text Track below the video. Your feedback is highly ...
Classification
มุมมอง 6K6 ปีที่แล้ว
To access the translated content: 1. The translated content of this course is available in regional languages. For details please visit nptel.ac.in/translation The video course content can be accessed in the form of regional language text transcripts, books which can be accessed under downloads of each course, subtitles in the video and Video Text Track below the video. Your feedback is highly ...
Performance Measures
มุมมอง 6K6 ปีที่แล้ว
To access the translated content: 1. The translated content of this course is available in regional languages. For details please visit nptel.ac.in/translation The video course content can be accessed in the form of regional language text transcripts, books which can be accessed under downloads of each course, subtitles in the video and Video Text Track below the video. Your feedback is highly ...
Logisitic Regression ( Continued )
มุมมอง 5K6 ปีที่แล้ว
To access the translated content: 1. The translated content of this course is available in regional languages. For details please visit nptel.ac.in/translation The video course content can be accessed in the form of regional language text transcripts, books which can be accessed under downloads of each course, subtitles in the video and Video Text Track below the video. Your feedback is highly ...
Logisitic Regression Implementation in R
มุมมอง 6K6 ปีที่แล้ว
To access the translated content: 1. The translated content of this course is available in regional languages. For details please visit nptel.ac.in/translation The video course content can be accessed in the form of regional language text transcripts, books which can be accessed under downloads of each course, subtitles in the video and Video Text Track below the video. Your feedback is highly ...
Logisitic Regression
มุมมอง 8K6 ปีที่แล้ว
To access the translated content: 1. The translated content of this course is available in regional languages. For details please visit nptel.ac.in/translation The video course content can be accessed in the form of regional language text transcripts, books which can be accessed under downloads of each course, subtitles in the video and Video Text Track below the video. Your feedback is highly ...
Cross Validation
มุมมอง 7K6 ปีที่แล้ว
To access the translated content: 1. The translated content of this course is available in regional languages. For details please visit nptel.ac.in/translation The video course content can be accessed in the form of regional language text transcripts, books which can be accessed under downloads of each course, subtitles in the video and Video Text Track below the video. Your feedback is highly ...
Module : Predictive Modelling
มุมมอง 10K6 ปีที่แล้ว
Module : Predictive Modelling
Simple Linear Regression Model Assessment ( Continued )
มุมมอง 5K6 ปีที่แล้ว
To access the translated content: 1. The translated content of this course is available in regional languages. For details please visit nptel.ac.in/translation The video course content can be accessed in the form of regional language text transcripts, books which can be accessed under downloads of each course, subtitles in the video and Video Text Track below the video. Your feedback is highly ...
Muliple Linear Regression
มุมมอง 7K6 ปีที่แล้ว
To access the translated content: 1. The translated content of this course is available in regional languages. For details please visit nptel.ac.in/translation The video course content can be accessed in the form of regional language text transcripts, books which can be accessed under downloads of each course, subtitles in the video and Video Text Track below the video. Your feedback is highly ...
Simple Linear Regression Model Building
มุมมอง 10K6 ปีที่แล้ว
To access the translated content: 1. The translated content of this course is available in regional languages. For details please visit nptel.ac.in/translation The video course content can be accessed in the form of regional language text transcripts, books which can be accessed under downloads of each course, subtitles in the video and Video Text Track below the video. Your feedback is highly ...
Model Assessment
มุมมอง 9K6 ปีที่แล้ว
Model Assessment
Linear Regression
มุมมอง 12K6 ปีที่แล้ว
Linear Regression
Simple Linear Regression Model Assessment
มุมมอง 6K6 ปีที่แล้ว
Simple Linear Regression Model Assessment
Diagnostics to Improve Linear Model Fit
มุมมอง 9K6 ปีที่แล้ว
Diagnostics to Improve Linear Model Fit
Solving Data Analysis Problems - A Guided Thought Process
มุมมอง 14K6 ปีที่แล้ว
Solving Data Analysis Problems - A Guided Thought Process
Multivariate Optimization With Inequality Constraints
มุมมอง 10K6 ปีที่แล้ว
Multivariate Optimization With Inequality Constraints
Introduction to Data Science
มุมมอง 10K6 ปีที่แล้ว
Introduction to Data Science
Multivariate Optimization With Equality Constraints
มุมมอง 11K6 ปีที่แล้ว
Multivariate Optimization With Equality Constraints
Gradient ( Steepest ) Descent ( OR ) Learning Rule
มุมมอง 12K6 ปีที่แล้ว
Gradient ( Steepest ) Descent ( OR ) Learning Rule
Unconstrained Multivariate Optimization
มุมมอง 13K6 ปีที่แล้ว
Unconstrained Multivariate Optimization
Unconstrained Multivariate Optimization ( Continued )
มุมมอง 8K6 ปีที่แล้ว
Unconstrained Multivariate Optimization ( Continued )
Optimization for Data Science
มุมมอง 21K6 ปีที่แล้ว
Optimization for Data Science
Statistical Modelling
มุมมอง 31K6 ปีที่แล้ว
Statistical Modelling
Sample Statistics
มุมมอง 12K6 ปีที่แล้ว
Sample Statistics

ความคิดเห็น

  • @COMEDY_007..
    @COMEDY_007.. 5 หลายเดือนก่อน

    Ye to galat bol rha hai

  • @vasanthplays8776
    @vasanthplays8776 5 หลายเดือนก่อน

    Translations aren't accurate

  • @vasanthplays8776
    @vasanthplays8776 6 หลายเดือนก่อน

    multiple errors on slides, please correct

  • @NavnitPatellibrarian
    @NavnitPatellibrarian 6 หลายเดือนก่อน

    Thank You for the Computer Data Science Information

  • @svk0071
    @svk0071 10 หลายเดือนก่อน

    c() function stands for 'Combine' in R.

  • @jiyabyju
    @jiyabyju ปีที่แล้ว

    thank you sir

  • @jiyabyju
    @jiyabyju ปีที่แล้ว

    best explanation

  • @karthikeya62
    @karthikeya62 ปีที่แล้ว

    More examples are needed and must be of video sharing of coding simply passing the slides is useless

  • @SSMDesignsandresearch
    @SSMDesignsandresearch ปีที่แล้ว

    Great Explanation

  • @dattajv
    @dattajv ปีที่แล้ว

    excellent! A novice can also clearly understand the concepts. Thanks to the faculty and to NPTEL

  • @krishnendubiswas4615
    @krishnendubiswas4615 ปีที่แล้ว

    Shaktimaan intro?

  • @SurajSingh-lu8ei
    @SurajSingh-lu8ei ปีที่แล้ว

    it feels like he is teaching to some experts, i didn't get anything . Very poor quality of teaching

  • @Noob-nv6bx
    @Noob-nv6bx ปีที่แล้ว

    th-cam.com/play/PLTNMv857s9WVzutwxaMb0YZKW7hoveGLS.html Thank me later

  • @020hamza2
    @020hamza2 ปีที่แล้ว

    I like other youtubers the way in which they teach which we can understand but NPTL is too long videos and boring because I not understand

  • @dancingvideo933
    @dancingvideo933 ปีที่แล้ว

    Excellent sir clear presentation and clarity

  • @mallikajay631
    @mallikajay631 ปีที่แล้ว

    Thank you so much sir!!

  • @dineshkumard2445
    @dineshkumard2445 ปีที่แล้ว

    Shall we complete this course and attend this course's exam through python?

  • @sabyasachimukhopadhyay6498
    @sabyasachimukhopadhyay6498 2 ปีที่แล้ว

    Great introduction.

  • @praveenjagarlapudi7891
    @praveenjagarlapudi7891 2 ปีที่แล้ว

    I heard the similar lecture from other Professor but this is the best explanation. Thank you Sir.

  • @mackmenezes4912
    @mackmenezes4912 2 ปีที่แล้ว

    Bad explanation ,should give example problems and solve them And for the programming ones they should implement and show

  • @shubhankarsharma2221
    @shubhankarsharma2221 2 ปีที่แล้ว

    poor qualtiy

  • @Alive6371
    @Alive6371 2 ปีที่แล้ว

    Pathetic !

  • @niftkislay
    @niftkislay 2 ปีที่แล้ว

    Sir. What is the geometric intuition behind the complementary slackness. Why is the multiplier positive for maximisation problems. These questions unresolved would make a student uninterested.

  • @kapilgupta5928
    @kapilgupta5928 2 ปีที่แล้ว

    I am curious why you provide the lectures with Subtitle "English NPTEL Verified" for non-English Subtitles

  • @kapilgupta5928
    @kapilgupta5928 2 ปีที่แล้ว

    for kkt conditions one may watch th-cam.com/video/uh1Dk68cfWs/w-d-xo.html

  • @kapilgupta5928
    @kapilgupta5928 2 ปีที่แล้ว

    at 12:08, the median will also get changed to 71 as after adding 50 to 55, the value goes from left half to right half, shifting the median

  • @vinitseth22
    @vinitseth22 2 ปีที่แล้ว

    Voice is too low

  • @vinitseth22
    @vinitseth22 2 ปีที่แล้ว

    Your voice is very low sir

  • @tamilselvan9942
    @tamilselvan9942 2 ปีที่แล้ว

    The whole course is crisp and exactly to the point.... Thank you sir and thank you team....

  • @wordsofsanjeev810
    @wordsofsanjeev810 2 ปีที่แล้ว

    From where can I get the sample data, to practice!?

  • @metallicafanboi4467
    @metallicafanboi4467 2 ปีที่แล้ว

    Not only engineers but other students can benefit from it as well. I became a fan of this guy.

  • @johnnovotny4286
    @johnnovotny4286 2 ปีที่แล้ว

    Excellent. Clear. Thanks.

  • @yasarahmedshaik6623
    @yasarahmedshaik6623 2 ปีที่แล้ว

    Thankyou Sir for a very nice way of explanation

  • @rishisingh6111
    @rishisingh6111 3 ปีที่แล้ว

    Thanks for sharing this! Those who struggle to understand this a bit can refer to following video (it heped me a lot): th-cam.com/video/sDv4f4s2SB8/w-d-xo.html&ab_channel=StatQuestwithJoshStarmer

  • @sameerpurwar4836
    @sameerpurwar4836 3 ปีที่แล้ว

    Why so many downvotes. ???

  • @rishisingh6111
    @rishisingh6111 3 ปีที่แล้ว

    Very well taought; thanks a ton!

  • @rishisingh6111
    @rishisingh6111 3 ปีที่แล้ว

    Well taught. What would have helped is defining/establishing a connection of these theoretical concepts with real world data science applications; how would these be applied or relevance of knowing this.

  • @rishisingh6111
    @rishisingh6111 3 ปีที่แล้ว

    Thanks, very well taught!

  • @rishisingh6111
    @rishisingh6111 3 ปีที่แล้ว

    Thanks a ton for doing this! :)

  • @rishisingh6111
    @rishisingh6111 3 ปีที่แล้ว

    Very well taught, thanks a ton! Not sure who are the jokers who did not like this video!

  • @mohammedsabitchowdhury7320
    @mohammedsabitchowdhury7320 3 ปีที่แล้ว

    Outside from india can enroll this course?

  • @amyzeng7130
    @amyzeng7130 3 ปีที่แล้ว

    I am a little lost, why x' is on the line of (o,n), thanks!

    • @amyzeng7130
      @amyzeng7130 3 ปีที่แล้ว

      Got it. n is orthogonal to the line, so (o,n) is orthogonal to the line of x'n+b=0. Thanks!

  • @KKumar-xn8zf
    @KKumar-xn8zf 3 ปีที่แล้ว

    I think the slides are wrong , because the transpose should be for normal vector not for the X vector , and the inequalities which are differentiating the half-space is not correct , they must not be strict .

  • @fatemeimanizade4276
    @fatemeimanizade4276 3 ปีที่แล้ว

    Thank you so much. It really helped. I wish if you could recommend a related reference about hyper-dimensional space and specifically hyperplanes.

  • @nissimarcus1376
    @nissimarcus1376 3 ปีที่แล้ว

    Can anyone share the link of the dataset

  • @rupendrajaiswal5747
    @rupendrajaiswal5747 3 ปีที่แล้ว

    sir study material provide kera dijiye

  • @prithvivasanth3114
    @prithvivasanth3114 3 ปีที่แล้ว

    Hello sir does nptel have python data science course?

  • @pittalaabhishek
    @pittalaabhishek 3 ปีที่แล้ว

    No clarity Sir

    • @johnnovotny4286
      @johnnovotny4286 2 ปีที่แล้ว

      Consider completing some examples first. You might find the lack of clarity is in your own understanding.

  • @shubhamthedeveloper
    @shubhamthedeveloper 3 ปีที่แล้ว

    now I am worried because lot of students will get confused because of poor english. And again IIT held course on theory slides for programming language. Who is poor in basics of programming , don't watch this videos. u can follows other hands on courses. after completing course come to nptel and solve assignment questions here. They are good ones.

  • @5gacademy
    @5gacademy 3 ปีที่แล้ว

    old video