Search result for Mathematical models Online Courses & Certifications
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Bayesian Statistics: Techniques and Models
by Matthew HeinerTop Instructor- 4.8
Approx. 30 hours to complete
Real-world data often require more sophisticated models to reach realistic conclusions. The lectures provide some of the basic mathematical development, explanations of the statistical modeling process, and a few basic modeling techniques commonly used by statisticians. Components of Bayesian models Non-conjugate models Common statistical models Alternative models Common models and multiple factor ANOVA...
Calculus Applied!
by John Wesley Cain , Juliana Belding , Peter M. Garfield- 0.0
10 Weeks
Apply tools of single-variable calculus to create and analyze mathematical models used by real practitioners in social, life, and physical sciences. In this course, we go beyond the calculus textbook, working with practitioners in social, life and physical sciences to understand how calculus and mathematical models play a role in their work....
$139
Machine Learning
by Qiang Liu- 0.0
12 Weeks
This class introduces the fundamental mathematical models, algorithms, and statistical tools needed to perform core tasks in machine learning. â—‹ Statistical methods for interpreting models generated by learning algorithms....
$1000
Computational Thinking and Big Data
by Lewis Mitchell , Markus Wagner , Simon Tuke , Gavin Meredith- 0.0
10 Weeks
The course will also explain mathematical representations, probabilistic and statistical models, dimension reduction and Bayesian models. Understand mathematical and statistical techniques for attracting information from large data sets and illuminating relationships between data sets...
$249
Signals, Systems, and Learning
by Richard G. Baraniuk- 0.0
8 Weeks
Learn the mathematical backbone of data science. Signals, systems, and transforms: from their theoretical mathematical foundations, to practical implementation in circuits and computer algorithms, to machine learning algorithms that convert signals into inferences. Theoretical understanding of data models and systems for processing signals, images, and other data...
$249
Queue Optimization
by Girijesh Pathak- 0.0
1 hour on-demand video
Mathematical models help in understanding some critical aspects of real system which otherwise may be difficult....
$12.99
Machine Learning
by John W. Paisley- 0.0
12 Weeks
Our approach will be more practically motivated, meaning we will fully develop a mathematical understanding of the respective algorithms, but we will only briefly touch on abstract learning theory. We will cover three fundamental problems of unsupervised learning: data clustering, matrix factorization, and sequential models for order-dependent data. Some applications of these models include object recommendation and topic modeling....
$249
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Causal Inference 2
by Michael E. Sobel- 0.0
Approx. 6 hours to complete
This course offers a rigorous mathematical survey of advanced topics in causal inference at the Master’s level. Lesson 2: Marginal Structural Models Lesson 3: Structural Nested Mean Models and g-estimation...
Analysis of Transport Phenomena I: Mathematical Methods
by Martin Bazant- 0.0
17 Weeks
Graduate-level introduction to mathematical modeling of diffusion, convection, and chemical reactions. In this course, you will learn how to formulate models of reaction-convection-diffusion based on partial differential equations and to solve them the old-fashioned way, by pencil and paper. Models of diffusion, heat conduction, fluid flow...
$149
Introduction to Artificial Neural Network and Deep Learning
by Prof. Seyedali- 4.5
7 hours on-demand video
The first thing you need to learn is the mathematical models behind them. You cannot believe how easy and intuitive the mathematical models and equations are. This course starts with intuitive examples to take you through the most fundamental mathematical models of all Neural Networks. It also shows you the mathematical and conceptual model of a Neuron....
$12.99