Science des données

Lecture 14 -Part2 - Phase transitions (2024)

17.12.2024, 11:13

Lecture 14 -Part1 - Phase transitions (2024)

17.12.2024, 11:11

Lecture 04 -Part2 - Linear Regression Continued (2024)

01.10.2024, 11:00

Lecture 04 -Part1 - Linear Regression Continued (2024)

01.10.2024, 10:58

Lecture 14 -Part2 - Phase transitions

19.12.2023, 10:36

Lecture 14 -Part1 - Phase transitions

19.12.2023, 09:07

Lecture 13 -Part2 - Theory and examples of MCMC

12.12.2023, 10:07

Lecture 13 -Part1 - Theory and examples of MCMC

12.12.2023, 09:05

Lecture 12 -Part2 - Sampling with Monte Carlo Markov Chains

05.12.2023, 10:05

Lecture 12 -Part1 - Sampling with Monte Carlo Markov Chains

05.12.2023, 09:02

Lecture 11 -Part2 - Brownian motion, diffusion, random walks and maximum entropy principle

28.11.2023, 10:06

Lecture 11 -Part1 - Brownian motion, diffusion, random walks and maximum entropy principle

28.11.2023, 09:06

Lecture 10 -Part2 - Back to linear regression, estimation of the errors

21.11.2023, 15:57

Lecture 10 -Part1 - Back to linear regression, estimation of the errors

21.11.2023, 15:56

Lecture 09 -Part2 - Maximum Likelihood, examples and theory

14.11.2023, 10:35

Lecture 09 -Part1 - Maximum likelihood, examples and theory

14.11.2023, 10:35

Lecture 08 -Part2 - Central limit theorem, statistics and maximum likelihood

07.11.2023, 10:14

Lecture 08 -Part1 - Central limit theorem, statistics and maximum likelihood

07.11.2023, 10:12

Lecture 07 -Part2- Propagation of uncertainty II

31.10.2023, 15:26

Lecture 07 -Part1- Propagation of uncertainty II

31.10.2023, 15:23

Lecture 06 -Part2- Generation of random variables and propagation of uncertainty I

24.10.2023, 14:24

Lecture 06 -Part1- Generation of random variables and propagation of uncertainty I

24.10.2023, 14:22

Lecture 05 -Part2- Gradient descent

17.10.2023, 10:54

Lecture 05 -Part1- Gradient descent

17.10.2023, 10:37

Lecture 04 -Part2- Linear regression continued

10.10.2023, 10:55

Linear regression and gradient descent

Lecture 03 -Part2- Linear regression and least squares method

05.10.2023, 13:10

Lecture 03 -Part1- Linear regression and least squares method

05.10.2023, 13:07

Lecture 02 -Part2- Principal component analysis

27.09.2023, 16:38

Lecture 02 -Part1- Principal component analysis

27.09.2023, 16:38

Lecture 01 -Part2- Power method and PageRank

19.09.2023, 10:28

Lecture 01 -Part1- Power method and PageRank

19.09.2023, 10:28