Search result for Linear models Online Courses & Certifications
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Response Surfaces, Mixtures, and Model Building
by Douglas C. Montgomery- 4.7
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Approx. 13 hours to complete
Unit 2: Regression Models Linear Regression Models Second-Order Models in RSM Experiments with Computer Models Conduct experiments w/computer models and understand how least squares regression is used to build an empirical model from experimental design data...
Artificial Intelligence #4:SVM & Logistic Classifier methods
by Sobhan N.- 3.1
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2 hours on-demand video
In machine learning, Support Vector Machines (SVM) are supervised learning models with associated learning algorithms that analyze data used for classification and regression analysis. In addition to performing linear classification, SVMs can efficiently perform a non-linear classification using what is called the kernel trick, implicitly mapping their inputs into high-dimensional feature spaces....
$12.99
Julia: Performing Statistical Computations
by Packt Publishing- 2.6
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1.5 hours on-demand video
Moving on, you will learn to build data science models by using several algorithms such as dimensionality reduction, linear discriminant analysis, and so on. Build your data science models He is part of the Julia project, where he develops data science models and contributes to the codebase....
$12.99
Artificial Neural Networks for Business Managers in R Studio
by Start-Tech Academy- 4.4
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7.5 hours on-demand video
Understand how predictive ANN models work In this part you will learn how to create ANN models in R Studio. Part 5 - Classic ML technique - Linear RegressionThis section starts with simple linear regression and then covers multiple linear regression. You'll have a thorough understanding of how to use ANN to create predictive models and solve business problems....
$12.99
Probability and Statistics: To p or not to p?
by Dr James Abdey- 4.6
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Approx. 16 hours to complete
Complexity - The Need for Models Complexity - The Need for Models 3 Linear Regression 4 Linear Programming 3 Linear regression 4 Linear Programming...
Build Decision Trees, SVMs, and Artificial Neural Networks
by Stacey McBrine- 0.0
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Approx. 22 hours to complete
As before, you'll build multiple models that can solve business problems, and you'll do so within a workflow. SVMs for Linear Classification Guidelines for Building SVM Models for Classification Guidelines for Building SVM Models for Regression...
Machine Learning Under the Hood: The Technical Tips, Tricks, and Pitfalls
by Eric Siegel- 4.8
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Approx. 17 hours to complete
It covers the foundational underpinnings, the way insights are gleaned from data, how we can trust these insights are reliable, and how well predictive models perform – which can be established with pretty straightforward arithmetic. Linear models and perceptrons Linear models and perceptrons Ensemble models and the Netflix Prize Machine bias I: the conundrum of inequitable models...
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The Complete R Programming for Data Science - 7 courses in 1
by Numyard Data Science Team- 4.5
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18.5 hours on-demand video
Statistical Modeling with Linear Regression and Case Study: After mastering statistics, you will achieve professional-level R skills with linear regression. Logistics Regression for Business and Case Problem: You will understand: Then you learn the logistics regression with the same methodology of application, mathematics, building algorithm, interpreting results, diagnosing models and presenting insights Master linear & Logistics regression models...
$12.99
Introductory Econometrics
by Econ Academy- 4
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10.5 hours on-demand video
An Introduction to Empirical Methods in Economics All happy students are alike, each unhappy student is unhappy in its own way. The What The purpose of this course is to get you started towards that lofty yet achievable target of knowing what's what when it comes to Econometrics. A sound mastery of Econometrics is fundamental for two reasons....
$19.99
Decision Trees, Random Forests, AdaBoost & XGBoost in Python
by Start-Tech Academy- 4.2
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7 hours on-demand video
Below are the course contents of this course on Linear Regression: It also contains steps involved in building a machine learning model, not just linear models, any machine learning model. You'll have a thorough understanding of how to use Decision tree modelling to create predictive models and solve business problems....
$11.99
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