Search result for Graphical models Online Courses & Certifications
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Probabilistic Graphical Models 1: Representation
by Daphne Koller- 4.6
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Approx. 67 hours to complete
Probabilistic graphical models (PGMs) are a rich framework for encoding probability distributions over complex domains: joint (multivariate) distributions over large numbers of random variables that interact with each other. Template Models for Bayesian Networks Overview of Template Models Temporal Models - DBNs Temporal Models - HMMs Plate Models Template Models Log-Linear Models...
Probabilistic Graphical Models 2: Inference
by Daphne Koller- 4.6
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Approx. 38 hours to complete
Probabilistic graphical models (PGMs) are a rich framework for encoding probability distributions over complex domains: joint (multivariate) distributions over large numbers of random variables that interact with each other. Inference in Temporal Models Inference in Temporal Models Inference in Temporal Models...
Probabilistic Graphical Models 3: Learning
by Daphne Koller- 4.6
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Approx. 66 hours to complete
Probabilistic graphical models (PGMs) are a rich framework for encoding probability distributions over complex domains: joint (multivariate) distributions over large numbers of random variables that interact with each other. Learning in Parametric Models Learning Undirected Models Maximum Likelihood for Log-Linear Models...
Comprehensive Linear Modeling with R
by Geoffrey Hubona, Ph.D.- 3.9
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14.5 hours on-demand video
Also included are sections explaining and demonstrating linear and non-linear models for survival analysis, smoothers and generalized additive models (GAMs), longitudinal models with and without generalized estimating equations (GEE), mixed-effects, split-plot, and nested designs. Also included are detailed examples and explanations of validating linear models using various graphical displays, as well as comparing alternative models to choose the 'best' model....
$12.99
Python for Machine Learning and Data Mining
by CARLOS QUIROS- 3.6
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12.5 hours on-demand video
We'll also manage real data from an example of a real trading company and presenting our results in a professional view with very illustrated graphical charts. We will also work with MySql database, presenting data through Graphical User Interface (GUI), on windows, tables, labels, textboxs, interacting with buttons, combo box, mouse events and much more....
$11.99
Python and Machine Learning for Asset Management
by John Mulvey - Princeton University , Lionel Martellini, PhD- 3
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Approx. 17 hours to complete
Machine learning techniques for robust estimation of factor models Introducing Factor Models Typology of factor models Using factor models in portfolio construction and analysis Lab session - Jupiter notebook on Factor Models Information on Jupyter notebook - Factor models Graphical analysis Lab session: Graphical Network Analysis Lab session: Graphical Network Analysis...
Regression, Data Mining, Text Mining, Forecasting using R
by ExcelR Solutions- 3.8
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33 hours on-demand video
Learn about the basic statistics, including measures of central tendency, dispersion, skewness, kurtosis, graphical representation, probability, probability distribution, etc. Learn about scatter diagram, correlation coefficient, confidence interval, Z distribution & t distribution, which are all required for Linear Regression understandingLearn about the usage of R for building Regression models...
$15.99
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Machine Learning with Python: from Linear Models to Deep Learning
by Regina Barzilay , Tommi Jaakkola , Karene Chu- 0.0
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15 Weeks
An in-depth introduction to the field of machine learning, from linear models to deep learning and reinforcement learning, through hands-on Python projects. Implement and analyze models such as linear models, kernel machines, neural networks, and graphical models Choose suitable models for different applications...
$300
Business Analysis: Function Modelling Using IDEF0
by Tish Chungoora- 4.8
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1.5 hours on-demand video
IDEF0 graphical language is an International Standard (ISO/IEC/IEEE 31320-1:2012) for information modelling. The course covers all the necessary explanations around the fundamental and most commonly used building blocks of the graphical language, describing their meaning and how they are used....
$9.99
Power Query M Language with Specialize in Web Scraping
by Data Chunks- 4.6
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4 hours on-demand video
We cannot perform all the data related operations on it by using a graphical user interface. Almost every month, Microsoft releases new versions of Power BI, which have new graphical tools in the power bi ribbon. However, we still have to depend on the unique features of the power query graphical user interface....
$11.99
