Search result for Model fitting 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
Welcome to Predictive Modeling, Model Fitting, and Regression Analysis. In this course, we will explore different approaches in predictive modeling, and discuss how a model can be either supervised or unsupervised. Model Fitting Model Generalization Model Fitting...
Linear Mixed-Effects Models with R
by Geoffrey Hubona, Ph.D.- 4.1
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10 hours on-demand video
However, in this "hands-on" course, coverage is restricted to linear mixed-effects models, and especially, how to: (1) choose an appropriate linear model; (2) represent that model in R; (3) estimate the model; (4) compare (if needed), interpret and report the results; and (5) validate the model and the model assumptions....
$11.99
Artificial Neural Networks(ANN) Made Easy
by Statinfer Solutions- 4.2
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5.5 hours on-demand video
Learn ANN Model Building and Fine-tuning ANN hyper-parameters on Python and TensorFlow Quick recap of model building and validation You must know model validation metrics like accuracy, confusion matrix...
$11.99
Introduction to Computer Vision
by Aaron Bobick , Irfan Essa , Arpan Chakraborty- 0.0
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Approx. 4 months
Images have become ubiquitous in computing. Sometimes we forget that images often capture the light reflected from a physical scene. This course gives you both insight into the fundamentals of image formation and analysis, as well as the ability to extract information much above the pixel level. Instructor videosLearn by doing exercisesTaught by industry professionals...
Free
Predictive Modeling and Machine Learning with MATLAB
by Heather Gorr , Michael Reardon , Maria Gavilan-Alfonso , Brandon Armstrong , Brian Buechel , Isaac Bruss , Matt Rich , Nikola Trica , Adam Filion , Erin Byrne , Sam Jones- 4.7
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Approx. 22 hours to complete
By the end of this course, you will use MATLAB to identify the best machine learning model for obtaining answers from your data. Customizing Model Parameters Evaluate Your Model in MATLAB Train a Regression Model Training a Multiclass Model Train a Classification Model Practice Reducing Model Complexity Integrating Your Model...
Fitting Statistical Models to Data with Python
by Brenda Gunderson , Brady T. West , Kerby Shedden- 4.4
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Approx. 15 hours to complete
In this course, we will expand our exploration of statistical inference techniques by focusing on the science and art of fitting statistical models to data. What Do We Mean by Fitting Models to Data? Objectives of Model Fitting: Inference vs. WEEK 2 - FITTING MODELS TO INDEPENDENT DATA WEEK 3 - FITTING MODELS TO DEPENDENT DATA...
Regression Modeling Fundamentals
by Jordan Bakerman- 4.8
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Approx. 12 hours to complete
Model Building and Effect Selection Demo: Fitting a Binary Logistic Regression Model Using PROC LOGISTIC Demo: Fitting a Multiple Logistic Regression Model with Categorical Predictors Using PROC LOGISTIC Demo: Fitting a Multiple Logistic Regression Model with Interactions Using PROC LOGISTIC Demo: Fitting a Multiple Logistic Regression Model with All Odds Ratios Using PROC LOGISTIC...
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Linear Regression in R for Public Health
by Alex Bottle , Victoria Cornelius- 4.8
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Approx. 15 hours to complete
Linear Regression and Model Assumptions: Part I Linear Regression and Model Assumptions: Part II Fitting the linear regression How to fit a regression model in R Fitting the Multiple Regression in R Fitting and interpreting model results MODEL BUILDING Intro to Model Development Developing a Model Building Strategy Practice with R: Fitting the final model...
Statistical Thinking for Industrial Problem Solving, presented by JMP
by Mia Stephens , Ledi Trutna- 4.8
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Approx. 44 hours to complete
Demo: Fitting a Regression Model Fitting a Model with Curvature Fitting the Multiple Linear Regression Model Demo: Fitting a Model with Categorical Predictors Demo: Fitting a Model with Interactions Demo: Fitting a Simple Logistic Regression Model Demo: Fitting a Multiple Logistic Regression Model Demo: Fitting a Logistic Regression Model with Interactions...
Introduction to Computational Thinking and Data Science
by John Guttag , Eric Grimson , Ana Bell- 0.0
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9 Weeks
For example, you will write a program that will simulate a robot vacuum cleaning a room or will model the population dynamics of viruses replicating and drug treatments in a patient's body. Curve fitting...
$75
