Search result for Bayesian networks Online Courses & Certifications
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Probabilistic Graphical Models 3: Learning
by Daphne Koller- 4.6
Approx. 66 hours to complete
Parameter Estimation in Bayesian Networks Maximum Likelihood Estimation for Bayesian Networks Bayesian Estimation Bayesian Prediction Bayesian Estimation for Bayesian Networks Bayesian Priors for BNs Bayesian Scores Learning Tree Structured Networks...
Machine Learning
by Michael Littman , Charles Isbell , Pushkar Kolhe- 0.0
Approx. 4 months
lesson 1 Supervised Learning Machine Learning is the ROX Decision Trees Regression and Classification Neural Networks Instance-Based Learning Ensemble B&B Kernel Methods and Support Vector Machines (SVM)s Computational Learning Theory VC Dimensions Bayesian Learning Bayesian Inference lesson 2 Unsupervised Learning Randomized optimization Clustering Feature Selection Feature Transformation Information Theory lesson 3 Reinforcement Learning Markov Decision Processes Reinforcement Learning Game Theory...
Free
Probabilistic Graphical Models 1: Representation
by Daphne Koller- 4.6
Approx. 67 hours to complete
It describes the two basic PGM representations: Bayesian Networks, which rely on a directed graph; and Markov networks, which use an undirected graph. Bayesian Network (Directed Models) Independencies in Bayesian Networks Bayesian Network Fundamentals Bayesian Network Independencies Template Models for Bayesian Networks Structured CPDs for Bayesian Networks Markov Networks (Undirected Models)...
Artificial Intelligence Bootcamp 44 projects Ivy League pro
by Gopal Shangari- 3.9
13.5 hours on-demand video
We have many projects, such natural language processing , handwriting recognition, interpolation, compression, bayesian analysis, hyperplanes (and other linear algebra concepts). Bayesian Analysis Bayesian Inference Proportions Bayesian Inference Means...
$11.99
Machine Learning
by Qiang Liu- 0.0
12 Weeks
Topics include pattern recognition, PAC learning, overfitting, decision trees, classification, linear regression, logistic regression, gradient descent, feature projection, dimensionality reduction, maximum likelihood, Bayesian methods, and neural networks. Topics include pattern recognition, PAC learning, overfitting, decision trees, classification, linear regression, logistic regression, gradient descent, feature projection, dimensionality reduction, maximum likelihood, Bayesian methods, and neural networks....
$1000
CS50's Introduction to Artificial Intelligence with Python
by David J. Malan , Brian Yu- 0.0
7 Weeks
Bayesian networks neural networks...
$199
Bayesian Methods for Machine Learning
by Daniil Polykovskiy , Alexander Novikov- 4.5
Approx. 33 hours to complete
People apply Bayesian methods in many areas: from game development to drug discovery. Bayesian methods also allow us to estimate uncertainty in predictions, which is a desirable feature for fields like medicine. Introduction to Bayesian methods & Conjugate priors Think bayesian & Statistics review Bayesian approach to statistics Bayesian Neural Networks...
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Game Theory
by Matthew O. Jackson , Kevin Leyton-Brown , Yoav Shoham- 4.6
Approx. 18 hours to complete
The course will provide the basics: representing games and strategies, the extensive form (which computer scientists call game trees), Bayesian games (modeling things like auctions), repeated and stochastic games, and more. Week 6: Bayesian Games 6-1 Bayesian Games: Taste 6-2 Bayesian Games: First Definition 6-2 Bayesian Games: First Defintion (yoav) 6-3 Bayesian Games: Second Definition...
ZERO to GOD Python 3.8 FULL STACK MASTERCLASS 45 AI projects
by Gopal Shangari- 4.3
30 hours on-demand video
Bayesian Analysis Bayesian Inference Proportions Bayesian Inference Means...
$12.99
Introduction to Artificial Intelligence: AI for beginners
by Nikoloz Sanakoevi- 4.3
1.5 hours on-demand video
Fundmantals for AI&ml, neural networks...
$12.99