Search result for Probabilistic inference Online Courses & Certifications
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Bayesian Methods for Machine Learning
by Daniil Polykovskiy , Alexander Novikov- 4.5
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Approx. 33 hours to complete
In six weeks we will discuss the basics of Bayesian methods: from how to define a probabilistic model to how to make predictions from it. Analytical inference Probabilistic clustering K-means from probabilistic perspective Probabilistic PCA EM for Probabilistic PCA Variational Inference & Latent Dirichlet Allocation Variational inference Scaling Variational Inference & Unbiased estimates...
Introduction to Statistics: Inference
by Philip B. Stark- 0.0
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4 Weeks
3x will discuss good ways to select the subset (yes, at random); how to estimate the numerical quantity of interest, based on what you see in your sample; and ways to test hypotheses about numerical or probabilistic aspects of the problem....
$25
Probability for Statistics and Data Science
by 365 Careers- 4.3
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3.5 hours on-demand video
What most people don’t realize is that having a probabilistic mindset is much more important than knowing “absolute truths”. A probabilistic mindset is definitely one of the non-automatable skills that managers of the next decade will be expected to have...
$14.99
Machine Learning: Clustering & Retrieval
by Emily Fox , Carlos Guestrin- 4.6
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Approx. 17 hours to complete
-Examine probabilistic clustering approaches using mixtures models. Motiving probabilistic clustering models Goal of LDA inference The need for Bayesian inference...
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