Statistical Learning and Data Science

Cynthia Rudin

Slides: https://users.cs.duke.edu/~cynthia/CourseNotes/StatisticalLearningTheorySlides.pdf Notes: ...

4:03

Statistical Learning Theory 10

1,148 views

5 years ago

Federated Logic Conference FLoC 2018

Varun Kanade: Statistical Learning Theory I

Lecture 3, Sunday 1 July 2018, part of the FoPSS Logic and Learning School at FLoC 2018 - see http://fopss18.mimuw.edu.pl/ ...

1:18:21

Varun Kanade: Statistical Learning Theory I

2,344 views

7 years ago

Data Science Learning Community Videos

Practical Stats for Data Scientists: Ch6: Statistical Machine Learning (2021-08-09) (ps4ds01)

Jonathan Bratt presents Chapter 6: Statistical Machine Learning from Practical Statistics for Data Scientists by Peter Bruce, ...

47:26

Practical Stats for Data Scientists: Ch6: Statistical Machine Learning (2021-08-09) (ps4ds01)

195 views

4 years ago

Alex The Analyst

Best Course to Learn Statistics for Data Analysis

Do you need to learn Statistics to become a Data Analyst? Well if you do this is the course to take! Link to Course: ...

6:12

Best Course to Learn Statistics for Data Analysis

136,544 views

5 years ago

Data Science Learning Community Videos

ISLR Book Club: Chapter 2: Statistical Learning (2021-12-09) (islr02)

Jim Gruman presents Chapter 2: Statistical Learning from Introduction to Statistical Learning Using R by Gareth James, Daniela ...

56:47

ISLR Book Club: Chapter 2: Statistical Learning (2021-12-09) (islr02)

433 views

4 years ago

Cynthia Rudin

Slides: https://users.cs.duke.edu/~cynthia/CourseNotes/StatisticalLearningTheorySlides.pdf Notes: ...

2:26

Statistical Learning Theory 6

1,241 views

5 years ago

Data Science Learning Community Videos

ISLR Book Club: Chapter 2 Statistical Learning (2021-09-28) (islr01)

Ray Balise presents Chapter 2: Statistical Learning from Introduction to Statistical Learning Using R by Gareth James, Daniela ...

1:00:25

ISLR Book Club: Chapter 2 Statistical Learning (2021-09-28) (islr01)

1,497 views

4 years ago

Cynthia Rudin

Slides: https://users.cs.duke.edu/~cynthia/CourseNotes/StatisticalLearningTheorySlides.pdf Notes: ...

8:32

Statistical Learning Theory 8

1,454 views

5 years ago

Data Science Learning Community Videos

Kevin Kent presents Chapter 2 ("Statistical Learning") from Introduction to Statistical Learning Using R by Gareth James, Daniela ...

1:02:17

ISLR: Statistical Learning (islr04 2)

207 views

3 years ago

Data Science Learning Community Videos

Lucio Cornejo presents Chapter 2("Statistical Learning") from Introduction to Statistical Learning Using R by Gareth James, ...

58:14

ISLR: Statistical Learning (islr05 2)

163 views

3 years ago

Cynthia Rudin

Slides: https://users.cs.duke.edu/~cynthia/CourseNotes/StatisticalLearningTheorySlides.pdf Notes: ...

14:49

Statistical Learning Theory 1

9,953 views

5 years ago

Cynthia Rudin

Slides: https://users.cs.duke.edu/~cynthia/CourseNotes/StatisticalLearningTheorySlides.pdf Notes: ...

6:15

Statistical Learning Theory 3

1,911 views

5 years ago

Data Science Learning Community Videos

ISLR: Statistical Learning Part 2 (islr04 2)

Kevin Kent wraps up Chapter 2 ("Statistical Learning") from Introduction to Statistical Learning Using R by Gareth James, Daniela ...

1:00:39

ISLR: Statistical Learning Part 2 (islr04 2)

103 views

3 years ago

Data Science Learning Community Videos

Introduction to Statistical Learning Using R: Survival Analysis and Censored Data (islr06 11)

Oluwafemi Oyedele leads a discussion of Chapter 11 ("Survival Analysis and Censored Data"') from Introduction to Statistical ...

49:11

Introduction to Statistical Learning Using R: Survival Analysis and Censored Data (islr06 11)

64 views

1 year ago

Data Science Learning Community Videos

ISLR Book Club: Chapter 2 Statistical Learning part 2 (2021-10-05) (islr01)

Ray Balise finishes presenting Chapter 2: Statistical Learning and Jon Harmon leads a discussion of the exercises from ...

53:30

ISLR Book Club: Chapter 2 Statistical Learning part 2 (2021-10-05) (islr01)

428 views

4 years ago

Data Science Learning Community Videos

An Introduction to Statistical Learning with Applications in Python: Classification (islp03 4)

Megan leads a discussion of Chapter 4 ("Classification") from An Introduction to Statistical Learning with Applications in Python by ...

50:24

An Introduction to Statistical Learning with Applications in Python: Classification (islp03 4)

239 views

11 months ago

Cynthia Rudin

Slides: https://users.cs.duke.edu/~cynthia/CourseNotes/StatisticalLearningTheorySlides.pdf Notes: ...

8:23

Statistical Learning Theory 4

1,749 views

5 years ago

Data Stats Guy

Linear regression's most misunderstood metric

The R-square (Pearson's coefficient of determination) is a metric used to evaluate "how good" a linear regression model is.

1:14

Linear regression's most misunderstood metric

46,028 views

8 months ago

freeCodeCamp.org

Learn Data Science Tutorial - Full Course for Beginners

Learn Data Science is this full tutorial course for absolute beginners. Data science is considered the "sexiest job of the 21st ...

5:52:09

Learn Data Science Tutorial - Full Course for Beginners

4,393,168 views

6 years ago

Cynthia Rudin

Slides: https://users.cs.duke.edu/~cynthia/CourseNotes/StatisticalLearningTheorySlides.pdf Notes: ...

5:54

Statistical Learning Theory 9

1,400 views

5 years ago

ViewTube