Search result for Bayesian statistics Online Courses & Certifications
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Bayesian Statistics: Mixture Models
by Abel Rodriguez- 4.7
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Approx. 22 hours to complete
Bayesian Statistics: Mixture Models introduces you to an important class of statistical models. Statistics is best learned by doing it, not just watching a video, so the course is structured to help you learn through application. Bayesian estimation for Mixture Models Bayesian Information Criteria (BIC) Bayesian Information Criteria Example Estimating the number of components in Bayesian settings...
Applied Bayesian for Analytics
by Pulak Ghosh- 0.0
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6 Weeks
Bayesian Statistics is a captivating field and is used most prominently in data sciences. In this course we will learn about the foundation of Bayesian concepts, how it differs from Classical Statistics including among others Parametrizations, Priors, Likelihood, Monte Carlo methods and computing Bayesian models with the exploration of Multilevel modelling....
$149
Bayesian Statistics
by Mine Çetinkaya-Rundel , David Banks , Colin Rundel , Merlise A Clyde- 3.8
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Approx. 35 hours to complete
This course describes Bayesian statistics, in which one's inferences about parameters or hypotheses are updated as evidence accumulates. You will learn to use Bayes’ rule to transform prior probabilities into posterior probabilities, and be introduced to the underlying theory and perspective of the Bayesian paradigm. About Bayesian Statistics The Basics of Bayesian Statistics The Basics of Bayesian Statistics...
Bayesian Statistics: Techniques and Models
by Matthew HeinerTop Instructor- 4.8
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Approx. 30 hours to complete
This is the second of a two-course sequence introducing the fundamentals of Bayesian statistics. It builds on the course Bayesian Statistics: From Concept to Data Analysis, which introduces Bayesian methods through use of simple conjugate models. Completion of this course will give you access to a wide range of Bayesian analytical tools, customizable to your data....
Bayesian Statistics: From Concept to Data Analysis
by Herbert Lee- 4.6
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Approx. 12 hours to complete
This course introduces the Bayesian approach to statistics, starting with the concept of probability and moving to the analysis of data. We will learn about the philosophy of the Bayesian approach as well as how to implement it for common types of data. 2 Bayesian probability and coherence 2 Inference example: Bayesian...
Sensor Fusion and Non-linear Filtering for Automotive Systems
by Lars Hammarstrand- 0.0
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8 Weeks
Key concepts involve Bayesian statistics and how to recursively estimate parameters of interest using a range of different sensors. The course is designed for students who seek to gain a solid understanding of Bayesian statistics and how to use it to fuse information from different sensors. Basics of Bayesian statistics and recursive estimation theory...
$299
Improving your statistical inferences
by Daniel LakensTop Instructor- 4.9
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Approx. 28 hours to complete
First, we will discuss how to correctly interpret p-values, effect sizes, confidence intervals, Bayes Factors, and likelihood ratios, and how these statistics answer different questions you might be interested in. Introduction + Frequentist Statistics Frequentism, Likelihoods, Bayesian statistics Likelihoods & Bayesian Statistics Binomial Bayesian Inference 2: Bayesian Statistics 2: Bayesian Statistics...
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Bayesian Machine Learning in Python: A/B Testing
by Lazy Programmer Inc.- 4.6
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10.5 hours on-demand video
Finally, we’ll improve on both of those by using a fully Bayesian approach. Why is the Bayesian method interesting to us in machine learning? It’s also powerful, and many machine learning experts often make statements about how they “subscribe to the Bayesian school of thought”....
$14.99
Artificial Intelligence Bootcamp 44 projects Ivy League pro
by Gopal Shangari- 3.9
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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). Traditional statistics and Machine Learning Descriptive Statistics Bayesian Analysis Bayesian Inference Proportions Bayesian Inference Means...
$11.99
Machine Learning and Data Science Hands-on with Python and R
by EDU CBA- 3.9
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72.5 hours on-demand video
It has strong ties to statistics and mathematical optimization, which deliver methods, theory and application domains to the field....
$9.99
