| [FreeCoursesOnline.Me] [Packt] Regression Analysis for Statistics and Machine Learning in R [FCO]/0. Websites you may like/0. (1Hack.Us) Premium Tutorials-Guides-Articles & Community based Forum.url |
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| [FreeCoursesOnline.Me] [Packt] Regression Analysis for Statistics and Machine Learning in R [FCO]/1.Get Started with Practical Regression Analysis in R/01.INTRODUCTION TO THE COURSE - The Key Concepts and Software Tools.mp4 |
115.6 MB |
| [FreeCoursesOnline.Me] [Packt] Regression Analysis for Statistics and Machine Learning in R [FCO]/1.Get Started with Practical Regression Analysis in R/02.Difference Between Statistical Analysis & Machine Learning.mp4 |
72.1 MB |
| [FreeCoursesOnline.Me] [Packt] Regression Analysis for Statistics and Machine Learning in R [FCO]/1.Get Started with Practical Regression Analysis in R/03.Getting Started with R and R Studio.mp4 |
22.2 MB |
| [FreeCoursesOnline.Me] [Packt] Regression Analysis for Statistics and Machine Learning in R [FCO]/1.Get Started with Practical Regression Analysis in R/04.Reading in Data with R.mp4 |
49.8 MB |
| [FreeCoursesOnline.Me] [Packt] Regression Analysis for Statistics and Machine Learning in R [FCO]/1.Get Started with Practical Regression Analysis in R/05.Data Cleaning with R.mp4 |
44.8 MB |
| [FreeCoursesOnline.Me] [Packt] Regression Analysis for Statistics and Machine Learning in R [FCO]/1.Get Started with Practical Regression Analysis in R/06.Some More Data Cleaning with R.mp4 |
29 MB |
| [FreeCoursesOnline.Me] [Packt] Regression Analysis for Statistics and Machine Learning in R [FCO]/1.Get Started with Practical Regression Analysis in R/07.Basic Exploratory Data Analysis in R.mp4 |
55.6 MB |
| [FreeCoursesOnline.Me] [Packt] Regression Analysis for Statistics and Machine Learning in R [FCO]/1.Get Started with Practical Regression Analysis in R/08.Conclusion to Section 1.mp4 |
5.3 MB |
| [FreeCoursesOnline.Me] [Packt] Regression Analysis for Statistics and Machine Learning in R [FCO]/2.Ordinary Least Square Regression Modelling/09.OLS Regression- Theory.mp4 |
27.7 MB |
| [FreeCoursesOnline.Me] [Packt] Regression Analysis for Statistics and Machine Learning in R [FCO]/2.Ordinary Least Square Regression Modelling/10.OLS-Implementation.mp4 |
25.5 MB |
| [FreeCoursesOnline.Me] [Packt] Regression Analysis for Statistics and Machine Learning in R [FCO]/2.Ordinary Least Square Regression Modelling/11.More on Result Interpretations.mp4 |
18 MB |
| [FreeCoursesOnline.Me] [Packt] Regression Analysis for Statistics and Machine Learning in R [FCO]/2.Ordinary Least Square Regression Modelling/12.Confidence Interval-Theory.mp4 |
15 MB |
| [FreeCoursesOnline.Me] [Packt] Regression Analysis for Statistics and Machine Learning in R [FCO]/2.Ordinary Least Square Regression Modelling/13.Calculate the Confidence Interval in R.mp4 |
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| [FreeCoursesOnline.Me] [Packt] Regression Analysis for Statistics and Machine Learning in R [FCO]/2.Ordinary Least Square Regression Modelling/14.Confidence Interval and OLS Regressions.mp4 |
21.3 MB |
| [FreeCoursesOnline.Me] [Packt] Regression Analysis for Statistics and Machine Learning in R [FCO]/2.Ordinary Least Square Regression Modelling/15.Linear Regression without Intercept.mp4 |
9.2 MB |
| [FreeCoursesOnline.Me] [Packt] Regression Analysis for Statistics and Machine Learning in R [FCO]/2.Ordinary Least Square Regression Modelling/16.Implement ANOVA on OLS Regression.mp4 |
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| [FreeCoursesOnline.Me] [Packt] Regression Analysis for Statistics and Machine Learning in R [FCO]/2.Ordinary Least Square Regression Modelling/17.Multiple Linear Regression.mp4 |
17.2 MB |
| [FreeCoursesOnline.Me] [Packt] Regression Analysis for Statistics and Machine Learning in R [FCO]/2.Ordinary Least Square Regression Modelling/18.Multiple Linear regression with Interaction and Dummy Variables.mp4 |
30.3 MB |
| [FreeCoursesOnline.Me] [Packt] Regression Analysis for Statistics and Machine Learning in R [FCO]/2.Ordinary Least Square Regression Modelling/19.Some Basic Conditions that OLS Models Have to Fulfill.mp4 |
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| [FreeCoursesOnline.Me] [Packt] Regression Analysis for Statistics and Machine Learning in R [FCO]/2.Ordinary Least Square Regression Modelling/20.Conclusions to Section 2.mp4 |
8 MB |
| [FreeCoursesOnline.Me] [Packt] Regression Analysis for Statistics and Machine Learning in R [FCO]/3.Deal with Multicollinearity in OLS Regression Models/21.Identify Multicollinearity.mp4 |
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| [FreeCoursesOnline.Me] [Packt] Regression Analysis for Statistics and Machine Learning in R [FCO]/3.Deal with Multicollinearity in OLS Regression Models/22.Doing Regression Analyses with Correlated Predictor Variables.mp4 |
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| [FreeCoursesOnline.Me] [Packt] Regression Analysis for Statistics and Machine Learning in R [FCO]/3.Deal with Multicollinearity in OLS Regression Models/23.Principal Component Regression in R.mp4 |
29.6 MB |
| [FreeCoursesOnline.Me] [Packt] Regression Analysis for Statistics and Machine Learning in R [FCO]/3.Deal with Multicollinearity in OLS Regression Models/24.Partial Least Square Regression in R.mp4 |
19.6 MB |
| [FreeCoursesOnline.Me] [Packt] Regression Analysis for Statistics and Machine Learning in R [FCO]/3.Deal with Multicollinearity in OLS Regression Models/25.Ridge Regression in R.mp4 |
20.9 MB |
| [FreeCoursesOnline.Me] [Packt] Regression Analysis for Statistics and Machine Learning in R [FCO]/3.Deal with Multicollinearity in OLS Regression Models/26.LASSO Regression.mp4 |
12.6 MB |
| [FreeCoursesOnline.Me] [Packt] Regression Analysis for Statistics and Machine Learning in R [FCO]/3.Deal with Multicollinearity in OLS Regression Models/27.Conclusion to Section 3.mp4 |
6.1 MB |
| [FreeCoursesOnline.Me] [Packt] Regression Analysis for Statistics and Machine Learning in R [FCO]/4.Variable & Model Selection/28.Why Do Any Kind of Selection.mp4 |
11.6 MB |
| [FreeCoursesOnline.Me] [Packt] Regression Analysis for Statistics and Machine Learning in R [FCO]/4.Variable & Model Selection/29.Select the Most Suitable OLS Regression Model.mp4 |
38.8 MB |
| [FreeCoursesOnline.Me] [Packt] Regression Analysis for Statistics and Machine Learning in R [FCO]/4.Variable & Model Selection/30.Select Model Subsets.mp4 |
21.1 MB |
| [FreeCoursesOnline.Me] [Packt] Regression Analysis for Statistics and Machine Learning in R [FCO]/4.Variable & Model Selection/31.Machine Learning Perspective on Evaluate Regression Model Accuracy.mp4 |
19.4 MB |
| [FreeCoursesOnline.Me] [Packt] Regression Analysis for Statistics and Machine Learning in R [FCO]/4.Variable & Model Selection/32.Evaluate Regression Model Performance.mp4 |
39.7 MB |
| [FreeCoursesOnline.Me] [Packt] Regression Analysis for Statistics and Machine Learning in R [FCO]/4.Variable & Model Selection/33.LASSO Regression for Variable Selection.mp4 |
9.1 MB |
| [FreeCoursesOnline.Me] [Packt] Regression Analysis for Statistics and Machine Learning in R [FCO]/4.Variable & Model Selection/34.Identify the Contribution of Predictors in Explaining the Variation in Y.mp4 |
24.9 MB |
| [FreeCoursesOnline.Me] [Packt] Regression Analysis for Statistics and Machine Learning in R [FCO]/4.Variable & Model Selection/35.Conclusions to Section 4.mp4 |
4.5 MB |
| [FreeCoursesOnline.Me] [Packt] Regression Analysis for Statistics and Machine Learning in R [FCO]/5.Dealing with Other Violations of the OLS Regression Models/36.Data Transformations.mp4 |
23.1 MB |
| [FreeCoursesOnline.Me] [Packt] Regression Analysis for Statistics and Machine Learning in R [FCO]/5.Dealing with Other Violations of the OLS Regression Models/37.Robust Regression-Deal with Outliers.mp4 |
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| [FreeCoursesOnline.Me] [Packt] Regression Analysis for Statistics and Machine Learning in R [FCO]/5.Dealing with Other Violations of the OLS Regression Models/38.Dealing with Heteroscedasticity.mp4 |
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| [FreeCoursesOnline.Me] [Packt] Regression Analysis for Statistics and Machine Learning in R [FCO]/5.Dealing with Other Violations of the OLS Regression Models/39.Conclusions to Section 5.mp4 |
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| [FreeCoursesOnline.Me] [Packt] Regression Analysis for Statistics and Machine Learning in R [FCO]/6.Generalized Linear Models (GLMs)/40.What are GLMs.mp4 |
12.7 MB |
| [FreeCoursesOnline.Me] [Packt] Regression Analysis for Statistics and Machine Learning in R [FCO]/6.Generalized Linear Models (GLMs)/41.Logistic regression.mp4 |
44.4 MB |
| [FreeCoursesOnline.Me] [Packt] Regression Analysis for Statistics and Machine Learning in R [FCO]/6.Generalized Linear Models (GLMs)/42.Logistic Regression for Binary Response Variable.mp4 |
31.7 MB |
| [FreeCoursesOnline.Me] [Packt] Regression Analysis for Statistics and Machine Learning in R [FCO]/6.Generalized Linear Models (GLMs)/43.Multinomial Logistic Regression.mp4 |
18.2 MB |
| [FreeCoursesOnline.Me] [Packt] Regression Analysis for Statistics and Machine Learning in R [FCO]/6.Generalized Linear Models (GLMs)/44.Regression for Count Data.mp4 |
16.1 MB |
| [FreeCoursesOnline.Me] [Packt] Regression Analysis for Statistics and Machine Learning in R [FCO]/6.Generalized Linear Models (GLMs)/45.Goodness of fit testing.mp4 |
87.2 MB |
| [FreeCoursesOnline.Me] [Packt] Regression Analysis for Statistics and Machine Learning in R [FCO]/6.Generalized Linear Models (GLMs)/46.Conclusions to Section 6.mp4 |
6.7 MB |
| [FreeCoursesOnline.Me] [Packt] Regression Analysis for Statistics and Machine Learning in R [FCO]/7.Working with Non-Parametric and Non-Linear Data/47.Polynomial and Non-linear regression.mp4 |
18.9 MB |
| [FreeCoursesOnline.Me] [Packt] Regression Analysis for Statistics and Machine Learning in R [FCO]/7.Working with Non-Parametric and Non-Linear Data/48.Generalized Additive Models (GAMs) in R.mp4 |
39.9 MB |
| [FreeCoursesOnline.Me] [Packt] Regression Analysis for Statistics and Machine Learning in R [FCO]/7.Working with Non-Parametric and Non-Linear Data/49.Boosted GAM Regression.mp4 |
16.5 MB |
| [FreeCoursesOnline.Me] [Packt] Regression Analysis for Statistics and Machine Learning in R [FCO]/7.Working with Non-Parametric and Non-Linear Data/50.Multivariate Adaptive Regression Splines (MARS).mp4 |
26.4 MB |
| [FreeCoursesOnline.Me] [Packt] Regression Analysis for Statistics and Machine Learning in R [FCO]/7.Working with Non-Parametric and Non-Linear Data/51.CART-Regression Trees in R.mp4 |
28.3 MB |
| [FreeCoursesOnline.Me] [Packt] Regression Analysis for Statistics and Machine Learning in R [FCO]/7.Working with Non-Parametric and Non-Linear Data/52.Conditional Inference Trees.mp4 |
11.7 MB |
| [FreeCoursesOnline.Me] [Packt] Regression Analysis for Statistics and Machine Learning in R [FCO]/7.Working with Non-Parametric and Non-Linear Data/53.Random Forest(RF).mp4 |
20.5 MB |
| [FreeCoursesOnline.Me] [Packt] Regression Analysis for Statistics and Machine Learning in R [FCO]/7.Working with Non-Parametric and Non-Linear Data/54.Gradient Boosting Regression.mp4 |
8.6 MB |
| [FreeCoursesOnline.Me] [Packt] Regression Analysis for Statistics and Machine Learning in R [FCO]/7.Working with Non-Parametric and Non-Linear Data/55.ML Model Selection.mp4 |
102.2 MB |
| [FreeCoursesOnline.Me] [Packt] Regression Analysis for Statistics and Machine Learning in R [FCO]/7.Working with Non-Parametric and Non-Linear Data/56.Conclusions to Section 7.mp4 |
24.9 MB |
| [FreeCoursesOnline.Me] [Packt] Regression Analysis for Statistics and Machine Learning in R [FCO]/Exercise Files/code_9781838987862.zip |
28 MB |
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