Curated Video
Data Science and Machine Learning (Theory and Projects) A to Z - Dimensionality Reduction: The Curse of Dimensionality
In this video, we will cover the curse of dimensionality. This clip is from the chapter "Machine Learning: Machine Learning Crash Course" of the series "Data Science and Machine Learning (Theory and Projects) A to Z".In this section, we...
Curated Video
Data Science and Machine Learning (Theory and Projects) A to Z - Probability Model: Conditional Probability in Machine Learning
In this video, we will cover conditional probability in machine learning. This clip is from the chapter "Basics for Data Science: Mastering Probability and Statistics in Python" of the series "Data Science and Machine Learning (Theory...
Curated Video
Data Science and Machine Learning (Theory and Projects) A to Z - Introduction to TensorFlow: FashionMNIST Example Plan Neural Network
In this video, we will cover FashionMNIST example plan neural network. This clip is from the chapter "Deep learning: Convolutional Neural Networks with Python" of the series "Data Science and Machine Learning (Theory and Projects) A to...
Curated Video
Probability Statistics - The Foundations of Machine Learning - Continuous Distributions with the Help of an Example
In this video, we will cover continuous distributions - probability densities. This clip is from the chapter "Random Variables - Rationale and Applications" of the series "Probability / Statistics - The Foundations of Machine...
Curated Video
PMI-RMP Certification Training - Latin Hypercube Stratified Sampling
This video explains Latin Hypercube stratified sampling. This clip is from the chapter "Perform Quantitative Risk Analysis" of the series "PMI-RMP® Certification Training".This section explains performing quantitative risk analysis.
Curated Video
Data Science and Machine Learning (Theory and Projects) A to Z - Optional Estimation: DNN
In this video, we will understand DNN.
Curated Video
Predictive Analytics with TensorFlow 2.2: Basic Probability for Predictive Modeling
In this video, we will see probability and random variables. We will then generate random numbers and set the seed. We will also look at probability distribution and chain rule of conditional probability. This video has a small...
msvgo
Random Variables and its Probability Distributions
It defines and explains random variable and its probability distributions. Further it elaborates the concept of mean, variance and standard deviation of a random variable.
Curated Video
Simple Discrete Distributions and Example Questions
The video is a lecture on simple discrete distributions. It begins with an explanation of what a discrete random variable is and gives an example using rolling a 10-sided die to illustrate the probability distribution. The video then...
Curated Video
Introduction to Binomial Distribution and Probability Calculations
The video is a lecture presentation introducing the concept of the binomial distribution. The presenter explains what a binomial random variable is and how to recognize it, and then goes on to demonstrate how to calculate probabilities...
Curated Video
Introduction to Random Variables and Probability Distributions
In this video, the concept of random variables and probability distributions is introduced. The definition of a random variable is explained, along with examples of discrete and continuous random variables. The definition of a discrete...
Curated Video
Modeling Data with the Normal Probability Distribution
In this video, the teacher explains how to model a data set using the normal probability distribution. They discuss the concepts of mean and standard deviation, and how they affect the shape and location of the distribution. The teacher...
Bloomberg
China Banks State Owned, No Possibility to Fail: Engle
Dec. 15 -- Nobel Laureate Robert Engle discusses bank stress tests and global risks to stability. Bloomberg's Lisa Abramowicz also speaks on Bloomberg Surveillance. (Source: Bloomberg)
Khan Academy
Khan Academy: Statistics: Binomial Distribution 2
Video continuing an example of a binomial distribution for the amount of heads in five flips of a coin by drawing the graph and including discussion on how the distribution relates to a normal bell curve. Also includes explanation of why...
Khan Academy
Khan Academy: Statistics: Binomial Distribution 3
Video demonstration of finding the binomial distribution for an example about shooting six free throw shots by calculating the probabilities of each number of shots that were made. Video is also listed in the Probability section of Khan...
Khan Academy
Khan Academy: Statistics: Introduction to Random Variables
Video explains random variables, gives examples of what they are used for and explains the difference from traditional variables. Explains the difference between discrete and continuous random variables. Gives examples of using a random...
University of New South Wales (Australia)
University of New South Wales: Prob Stats6: Binomial and Geometric Distributions
In this lecture for an introductory probability and statistics course, the instructor goes over binomial and geometric distributions, as well as sign tests. [52:21]
Khan Academy
Khan Academy: Statistics: Introduction to the Normal Distribution
Video discusses the importance of the normal distribution and gives its formula with examples of how it is used. Connects to the central limit theorem. Manipulates the normal distribution formula to show different forms of it. Uses Excel...
Khan Academy
Khan Academy: Statistics: Normal Distribution Excel Exercise
Video discusses the importance of the normal distribution. The formula for the normal distribution is given and explained. A url is given where an excel spreadsheet can be downloaded which is shown and used to compare the binomial...
Sophia Learning
Sophia: Expected Value: Lesson 1
This lesson will explain expected value. It is 1 of 3 in the series titled "Expected Value." [6:12]
Sophia Learning
Sophia: Expected Value: Lesson 3
This lesson will explain expected value. It is 3 of 3 in the series titled "Expected Value." [8:00]
Khan Academy
Khan Academy: Normal Distribution: Normal Distribution Excel Exercise
Video discusses the importance of the normal distribution. The formula for the normal distribution is given and explained. A url is given where an excel spreadsheet can be downloaded which is shown and used to compare the binomial...
Khan Academy
Khan Academy: Binomial Distribution: Binomial Distribution 3
Basketball binomial distribution. This video demonstrates the binomial distribution for an example about shooting six free throw shots by calculating the probabilities of each number of shots that were made.