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47,863 results

paretos
Easy introduction to gaussian process regression (uncertainty models)

Gaussian process regression (GPR) is a probabilistic approach to making predictions. GPRs are easy to implement, flexible, and ...

5:04
Easy introduction to gaussian process regression (uncertainty models)

105,948 views

4 years ago

Mutual Information
Gaussian Processes

See here: https://truetheta.io/about/#want-to-work-together For Machine Learning, Gaussian Processes enable flexible models ...

23:47
Gaussian Processes

173,635 views

4 years ago

DataMListic
Gaussian Processes

In this video, we explore Gaussian processes, which are probabilistic models that define distributions over functions, allowing us ...

9:33
Gaussian Processes

22,002 views

8 months ago

Marc Deisenroth
ML Tutorial: Gaussian Processes (Richard Turner)

Machine Learning Tutorial at Imperial College London: Gaussian Processes Richard Turner (University of Cambridge) November ...

1:53:32
ML Tutorial: Gaussian Processes (Richard Turner)

157,983 views

8 years ago

ritvikmath
Gaussian Processes : Data Science Concepts

All about Gaussian Processes and how we can use them for regression. RBF Kernel ...

24:47
Gaussian Processes : Data Science Concepts

34,608 views

1 year ago

Kilian Weinberger
Machine Learning Lecture 26 "Gaussian Processes" -Cornell CS4780 SP17

Cornell class CS4780. (Online version: https://tinyurl.com/eCornellML ) GPyTorch GP implementatio: https://gpytorch.ai/ Lecture ...

52:41
Machine Learning Lecture 26 "Gaussian Processes" -Cornell CS4780 SP17

82,608 views

7 years ago

Machine Learning for Engineers
Extra Lecture - Gaussian Processes

Gaussian Processes offer an extremely elegant solution to do regression with uncertainty estimates. They consider the space of ...

1:02:16
Extra Lecture - Gaussian Processes

14,359 views

4 years ago

Nando de Freitas
Machine learning - Introduction to Gaussian processes

Introduction to Gaussian process regression. Slides available at: http://www.cs.ubc.ca/~nando/540-2013/lectures.html Course ...

1:18:55
Machine learning - Introduction to Gaussian processes

307,539 views

12 years ago

People also watched

JFL
Gaussian Process Regression using Scikit-learn (Python)

You can learn Gaussian process regression here: ...

13:18
Gaussian Process Regression using Scikit-learn (Python)

19,713 views

5 years ago

Pascal Poupart
CS480/680 Lecture 12: Gaussian Processes

Okay so now let's go ahead and see how we can do regression with a Gaussian process so here. Regression with a Gaussian ...

1:11:15
CS480/680 Lecture 12: Gaussian Processes

37,972 views

6 years ago

PyData
Alexandre Andorra & Christopher Fonnesbeck- Mastering Gaussian Processes with PyMC | PyData NYC 2024

www.pydata.org Gaussian processes (GPs) are a powerful Bayesian approach for quantifying uncertainty and making ...

1:32:42
Alexandre Andorra & Christopher Fonnesbeck- Mastering Gaussian Processes with PyMC | PyData NYC 2024

2,178 views

1 year ago

Tübingen Machine Learning
Probabilistic ML - 06 - Gaussian Processes

Contents include a construction of Gaussian Processes as a lazily evaluated functional extension of Gaussian regression.

1:23:45
Probabilistic ML - 06 - Gaussian Processes

2,659 views

7 months ago

learndataa
#76: Scikit-learn 73:Supervised Learning 51: Gaussian Process

The video discusses the code to implement a Gaussian Process from scratch using Numpy only followed by .

45:49
#76: Scikit-learn 73:Supervised Learning 51: Gaussian Process

7,063 views

4 years ago

Iain Explains Signals, Systems, and Digital Comms
What is a Gaussian Distribution?

Briefly explains the Gaussian distribution and why it is so important. * If you would like to support me to make these videos, you ...

5:45
What is a Gaussian Distribution?

169,542 views

5 years ago

Michael Smith
Sparse Gaussian Process Approximations, Richard Turner

Sparse Gaussian Process Approximations Richard Turner University of Cambridge ...

1:30:23
Sparse Gaussian Process Approximations, Richard Turner

10,428 views

8 years ago

Marc Deisenroth
Gaussian Processes - Part 1

Today we're going to look at gaussian processes as a another way to do regression yesterday we already looked at at linear ...

1:12:48
Gaussian Processes - Part 1

14,961 views

4 years ago

Fields Institute
Gaussian Processes for Time Series Forecasting

... Systems http://www.fields.utoronto.ca/activities/20-21/dynamical Title: Gaussian Processes for Time Series Forecasting.

53:24
Gaussian Processes for Time Series Forecasting

10,002 views

5 years ago

PyData
A conceptual and practical introduction to Hilbert Space Gaussian Process (HSGP) approximation meth…

Recorded at PyCon DE & PyData Berlin 2024, 22.04.2024 https://2024.pycon.de/program/YWUZW9/ Watch Dr. Juan Orduz ...

44:15
A conceptual and practical introduction to Hilbert Space Gaussian Process (HSGP) approximation meth…

2,033 views

1 year ago

Meerkat Statistics
Gaussian Process - Regression - Part 1 - Kernel First

Become a member! https://meerkatstatistics.com/courses/ * Special YouTube 60% Discount on Yearly Plan – valid for the 1st ...

15:57
Gaussian Process - Regression - Part 1 - Kernel First

35,043 views

4 years ago

NPTEL-NOC IITM
Gaussian Process Regression

Non linear Regression, GP Regression, Basis functions, Basis systems, Gaussian Process Prior.

19:01
Gaussian Process Regression

6,756 views

2 years ago

IntuitiveML
I get confused trying to learn Gaussian Processes | Learn with me!

Watch me stutter for 2.5 hours in the uncut video: https://www.patreon.com/posts/47543982 View the recap doc here: ...

29:32
I get confused trying to learn Gaussian Processes | Learn with me!

37,307 views

4 years ago

paretos
Coding gaussian process regressors FROM SCRATCH in python

In this video we will implement a Gaussian process regressor with squared exponential kernel in Python using numpy only and ...

21:43
Coding gaussian process regressors FROM SCRATCH in python

35,648 views

3 years ago

Richard McElreath
Statistical Rethinking 2022 Lecture 16 - Gaussian Processes

... 00:00 Introduction 01:59 Spatial confounding 09:40 Gaussian processes 25:45 Oceanic covariance 35:39 Primate phylogeny ...

1:25:25
Statistical Rethinking 2022 Lecture 16 - Gaussian Processes

12,520 views

3 years ago

3Blue1Brown
A pretty reason why Gaussian + Gaussian = Gaussian

A visual trick to compute the sum of two normally distributed variables. 3b1b mailing list: https://3blue1brown.substack.com/ Help ...

13:16
A pretty reason why Gaussian + Gaussian = Gaussian

916,615 views

2 years ago

The Friendly Statistician
What Are Kernels In Gaussian Process Regression? - The Friendly Statistician

What Are Kernels In Gaussian Process Regression? In this informative video, we will unpack the concept of kernels in Gaussian ...

3:36
What Are Kernels In Gaussian Process Regression? - The Friendly Statistician

86 views

4 months ago

Matlab for Engineers
MATLAB skills, machine learning, sect 17: What is Gaussian Process Regression?

This course focuses on data analytics and machine learning techniques in MATLAB using functionality within Statistics and ...

2:14
MATLAB skills, machine learning, sect 17: What is Gaussian Process Regression?

17,881 views

8 years ago

Pupusse LINCS
A tutorial on Bayesian optimization with Gaussian processes

Speaker: Lorenzo Maggi (Nokia Bell Labs France). Webpage: ...

1:05:56
A tutorial on Bayesian optimization with Gaussian processes

18,006 views

4 years ago

Andre Aqui
Gaussian Process Regression Presentation
12:23
Gaussian Process Regression Presentation

3,017 views

5 years ago