Bayesian methods Online Courses & Certifications

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AI Workflow: Data Analysis and Hypothesis Testing

by Mark J Grover , Ray Lopez, Ph.D.

Approx. 11 hours to complete

Apply several methods for dealing with multiple testing Bayesian Imputation Explain Methods for Dealing with Multiple Testing...

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Introduction to Probability and Data with R

by Mine Çetinkaya-Rundel

Approx. 14 hours to complete

You will examine various types of sampling methods, and discuss how such methods can impact the scope of inference. Bayesian Inference Examples of Bayesian Inference...

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Probabilistic Deep Learning with TensorFlow 2

by Dr Kevin Webster

Approx. 53 hours to complete

You will learn how probability distributions can be represented and incorporated into deep learning models in TensorFlow, including Bayesian neural networks, normalising flows and variational autoencoders. Probabilistic layers and Bayesian neural networks Welcome to week 2 - Probabilistic layers and Bayesian neural networks...

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Python: Step into the World of Machine Learning

by Packt Publishing

6 hours on-demand video

He has also actively contributed to open source projects and methods that he implemented, which are now successfully used in machine learning competitions, such as Kaggle. Willi Richert has a PhD in machine learning/robotics, where he used reinforcement learning, hidden Markov models, and Bayesian networks to let heterogeneous robots learn by imitation....

$12.99

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Predictive Analytics and Data Mining

by Sridhar Seshadri

Approx. 24 hours to complete

This course introduces students to the science of business analytics while casting a keen eye toward the artful use of numbers found in the digital space. The goal is to provide businesses and managers with the foundation needed to apply data analytics to real-world challenges they confront daily in their professional lives....

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