1:39
Tensorflow Basics - How to create Standard Normal Distribution in Tensor flow Python
Tensorflow Basics - How to create Standard Normal Distribution in Tensor flow Python How to find Rank and Shape of Tensor?
9:54
Introduction to the Normal/Gaussian Distribution | with example in TensorFlow Probability
Normal distributions follow a beautiful bell shapes. They have many applications. Let's introduce them with some intuition and an ...
2:36
Common Mistake in Machine Learning: Does Standardization Yield a Normal Distribution?
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26:33
Multivariate Normal | Intuition, Introduction & Visualization | TensorFlow Probability
More than one random variable is normally distributed. So they can be jointly distributed. For this we need covariances. Here are ...
7:08
Multivariate Normal (Gaussian) Distribution Explained
In this video I explain what the multivariate normal distribution (or the multivariate gaussian distribution) is, together with the ...
8:03
One-Hot Categorical | Introduction | TensorFlow Probability
How does the Categorical distribution change if we use a one-hot encoding instead of the indicator function. Here are the notes: ...
0:41
another way to sample from a normal distribution in PyTorch
sample from a normal distribution.
25:41
Basic Statistics - Applied Time Series Analysis in Python and TensorFlow
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3:04
Sampling from a General Multivariate Normal
Deep Learning Prerequisites: The Numpy Stack in Python https://deeplearningcourses.com.
10:56
Sampling the Multivariate Normal distribution | example in Python
The Multivariate Normal/Multivariate Gaussian is the most common description of random vectors in high-dimensional spaces.
43:49
MLE for the Multivariate Normal distribution | with example in TensorFlow Probability
With the Maximum Likelihood Estimate (MLE) we can derive parameters of the Multivariate Normal based on observed data.
8:25
Gaussian Distribution - Cold Boot Your AI Brain With a Bell Curve - Simply Put
The normal or Gaussian distribution, also known as the Bell curve, is common throughout all aspects of life whenever there is a ...
14:40
Gamma Distribution | Intuition, Introduction & Visualization | example in TensorFlow Probability
The Gamma distribution arises naturally as the conjugate prior to the precision of the normal. Let's explore this distribution ...
41:49
Implementing the EM for the Multivariate Gaussian Mixture Model in TensorFlow / Python
So you have the update equations for the Expectation Maximization Algorithm, but how do you implement it efficiently? Here is the ...
1:47
Sampling from a Gaussian Distribution (1-D)
Deep Learning Prerequisites: The Numpy Stack in Python https://deeplearningcourses.com.
5:13
05 Datasets generation using Normal Distribution in Python
Datasets generation using Normal Distribution in Python.
4:40
What is the Normal Distribution? A visual introduction.
Please mind the typo for extroversion, there isn't a spell check in python. This video aims to explain what a normal distribution is, ...
14:52
Log Transformation for Outliers | Convert Skewed data to Normal Distribution
This video titled "Log Transformation for Outliers | Convert Skewed data to Normal Distribution" explains how to use Log ...
15:45
Lecture-9 | Normal Distribution | Gaussian Distribution | Data Science | |Using Python
Hi Guys, Download Notebook and .CSV file:- https://github.com/HemantDM/Gaussian_Distribution If you Like this video please ...
18:15
Basics of Anomaly Detection with Multivariate Gaussian Distribution
This is an autogenerated video based on Jupyter Notebook. Do you want to generate your own videos? Go to and try our tool for ...