Bayesian Methods for Machine Learning
People apply Bayesian methods in many areas: from game development to drug discovery.
Bayesian Optimization Gaussian Process Markov Chain Monte Carlo (MCMC) Variational Bayesian Methods
Next cohort starts July 13. Accessible for free. Completion certificates are offered.
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Sr. Research Scientist
and 1 more instructor
National Research University Higher School of Economics
Reddit Posts and Comments
0 posts • 8 mentions • top 8 shown below
3 points • underwhere
Checkout the syllabus for this Coursera course. Too bad I just enrolled in it, so I can't give you my personal review. If you're still interested in a few weeks, feel free to pm me. Bayesian ML
2 points • dtrillaa
If you’re into courses like I am then here’s a course covering it. I haven’t gotten to it yet, but it’s the next course in the specialization for me
2 points • ratterstinkle
Looks like there’s an entire Coursera course on it. I just think I might take it!
1 points • lambdaofgod
I think that Coursera's Bayesian Methods in Machine Learning does a pretty good job at introducing VI.
They introduce it after they do a week on EM algorithm. They emphasise continuity between EM and more elaborate models, one of them VI. In one of the assignments they ask you to implement VAE (in tf or Keras, I don't remember).
2 points • yash_8141
take a look at course by coursera :Bayesian Methods in Machine Learning.
1 points • Antonioe89
I think these two will be very useful:
Bayesian statistics course: https://www.coursera.org/learn/bayesian-statistics
Bayesian methods for ML: https://www.coursera.org/learn/bayesian-methods-in-machine-learning
1 points • asobolev
2 points • RichardMuncherIII
The classes I've complete are:
Machine Learning (https://www.coursera.org/learn/machine-learning/)
Introduction to Deep Learning (https://www.coursera.org/learn/intro-to-deep-learning/)
and I'm about half way through:
Bayesian Methods for Machine Learning (https://www.coursera.org/learn/bayesian-methods-in-machine-learning/)