Search result for Linear modeling Online Courses & Certifications
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Predictive Modeling, Model Fitting, and Regression Analysis
by Dursun Delen , Julie Pai- 4.4
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Approx. 4 hours to complete
Finally, this course includes a hands-on activity to develop a linear regression model. Predictive Modeling Unsupervised Modeling Predictive Modeling The application of predictive modeling to professional and academic work...
Applied Multivariate Analysis with R
by Geoffrey Hubona, Ph.D.- 4.1
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12 hours on-demand video
It is an excellent and practical background course for anyone engaged with educational or professional tasks and responsibilities in the fields of data mining or predictive analytics, statistical or quantitative modeling (including linear, GLM and/or non-linear modeling, covariance-based Structural Equation Modeling (SEM) specification and estimation, and/or variance-based PLS Path Model specification and estimation....
$11.99
Modeling Data in the Tidyverse
by Carrie Wright, PhD , Shannon Ellis, PhD , Stephanie Hicks, PhD , Roger D. Peng, PhD- 0.0
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Approx. 21 hours to complete
Developing insights about your organization, business, or research project depends on effective modeling and analysis of the data you collect. Different modeling approaches can be chosen to detect interesting patterns in the data and identify hidden relationships. Modeling Data Basics Quiz Linear Modeling Apply linear modeling techniques to answer multivariable questions...
Supply Chain Analytics
by Chris Caplice- 0.0
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15 Weeks
Finally, we will introduce optimization modeling from unconstrained to linear, non-linear, and mixed integer linear programming....
$199
Optimization Methods for Business Analytics
by James Orlin , Khizar Qureshi- 0.0
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6 Weeks
Learn how to use optimization methodologies and modeling approaches to effectively analyze data. Linear and integer programming will be taught both algebraically and geometrically, and then applied to problems involving data. Theoretical components of the course are made approachable, and require no formal background in linear algebra or calculus. Theoretical aspects of Linear Programming Proficiency with linear and nonlinear solvers...
$49
Data, Models and Decisions in Business Analytics
by Vineet Goyal , Costis Maglaras- 0.0
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12 Weeks
Quantitative modeling of dynamic nature of decision problems using historical data, and...
$249
Linear Mixed-Effects Models with R
by Geoffrey Hubona, Ph.D.- 4.1
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10 hours on-demand video
Learn how to specify, fit, interpret, evaluate and compare estimated parameters with linear mixed-effects models in R. Linear Mixed-Effects Models with R is a 7-session course that teaches the requisite knowledge and skills necessary to fit, interpret and evaluate the estimated parameters of linear mixed-effects models using R software....
$11.99
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Introduction to Linear Models and Matrix Algebra
by Rafael Irizarry , Michael Love- 0.0
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4 Weeks
Learn to use R programming to apply linear models to analyze data in life sciences. In this introductory online course in data analysis, we will use matrix algebra to represent the linear models that commonly used to model differences between experimental units. 2x: Introduction to Linear Models and Matrix Algebra 3x: Statistical Inference and Modeling for High-throughput Experiments...
$149
Sparse Representations in Signal and Image Processing: Fundamentals
by Michael Elad , Alona Golts- 0.0
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5 Weeks
Modeling data is the way we - scientists - believe that information should be explained and handled. Its core idea is the description of the data as a linear combination of few building blocks - atoms - taken from a pre-defined dictionary of such fundamental elements....
$149
Logistics Optimization with Excel Solver
by Logistics Knowledge Bank- 4.3
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1.5 hours on-demand video
Linear Programming is a commonly used model in management science and it has a wide range of applications in many different areas of business management. On completion of this course, you will be very confident in modeling logistics problems into linear programs that can be optimized with Excel Solver....
$9.99
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