Search result for Markov chain monte carlo Online Courses & Certifications
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Bayesian Statistics: Techniques and Models
by Matthew HeinerTop Instructor- 4.8
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Approx. 30 hours to complete
In particular, we will introduce Markov chain Monte Carlo (MCMC) methods, which allow sampling from posterior distributions that have no analytical solution. Statistical modeling and Monte Carlo estimation Monte Carlo integration Monte Carlo error and marginalization Computing Monte Carlo error Markov chains Markov chains Markov chain Monte Carlo (MCMC)...
Modern Reinforcement Learning: Actor-Critic Methods
by Phil Tabor- 4.4
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8 hours on-demand video
Markov Decision Processes Monte Carlo Prediction Monte Carlo Control...
$11.99
ISO 31000. Risk manager training
by Cristian Vlad Lupa- 4.3
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3.5 hours on-demand video
- Markov analysis; - Monte Carlo simulation;...
$11.99
Statistical Mechanics: Algorithms and Computations
by Werner Krauth- 4.8
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Approx. 16 hours to complete
Monte Carlo algorithms (Direct sampling, Markov-chain sampling) Lecture 1: Introduction to Monte Carlo algorithms Homework session 5: Quantum statistical mechanics and Quantum Monte Carlo Ising model - Enumerations and Monte Carlo algorithms Lecture 8: Ising model - From enumeration to Cluster Monte Carlo Simulations Lecture 9: Dynamical Monte Carlo and the Faster-than-the-Clock approach...
Reinforcement Learning in Finance
by Igor Halperin- 3.6
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Approx. 17 hours to complete
Introduction to Markov Decision Processes and Reinforcement Learning in Finance Hedged Monte Carlo: low variance derivative pricing with objective probabilities...
Bayesian Methods for Machine Learning
by Daniil Polykovskiy , Alexander Novikov- 4.5
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Approx. 33 hours to complete
Markov chain Monte Carlo Monte Carlo estimation Markov Chains Markov Chain Monte Carlo summary Markov Chain Monte Carlo...
Bayesian Statistics: Mixture Models
by Abel Rodriguez- 4.7
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Approx. 22 hours to complete
Markov Chain Monte Carlo algorithms part 1 Markov Chain Monte Carlo algorithms, part 2...
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Probabilistic Graphical Models 2: Inference
by Daphne Koller- 4.6
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Approx. 38 hours to complete
Markov Chain Monte Carlo Using a Markov Chain...
Unsupervised Deep Learning in Python
by Lazy Programmer Team- 4.5
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8.5 hours on-demand video
I’ll show you an interesting way of training restricted Boltzmann machines, known as Gibbs sampling, a special case of Markov Chain Monte Carlo, and I’ll demonstrate how even though this method is only a rough approximation, it still ends up reducing other cost functions, such as the one used for autoencoders....
$34.99
Artificial Intelligence: Reinforcement Learning in Python
by Lazy Programmer Team- 4.6
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14.5 hours on-demand video
Markov Decision Processes (MDPs) Monte Carlo...
$199.99
