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[FreeCoursesOnline.Me] [Packt] Regression Analysis for Statistics and Machine Learning in R [FCO]
Category:
Other
Size:
1.48 GB
Seeders:
2
Leechers:
1
Downloads:
34
Uploaded:
Feb 13, 2022
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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
- 115.63 MB
02.Difference Between Statistical Analysis & Machine Learning.mp4
- 72.07 MB
07.Basic Exploratory Data Analysis in R.mp4
- 55.59 MB
04.Reading in Data with R.mp4
- 49.83 MB
05.Data Cleaning with R.mp4
- 44.79 MB
06.Some More Data Cleaning with R.mp4
- 28.97 MB
03.Getting Started with R and R Studio.mp4
- 22.2 MB
08.Conclusion to Section 1.mp4
- 5.33 MB
7.Working with Non-Parametric and Non-Linear Data
55.ML Model Selection.mp4
- 102.18 MB
48.Generalized Additive Models (GAMs) in R.mp4
- 39.93 MB
51.CART-Regression Trees in R.mp4
- 28.33 MB
50.Multivariate Adaptive Regression Splines (MARS).mp4
- 26.45 MB
56.Conclusions to Section 7.mp4
- 24.93 MB
53.Random Forest(RF).mp4
- 20.49 MB
47.Polynomial and Non-linear regression.mp4
- 18.86 MB
49.Boosted GAM Regression.mp4
- 16.5 MB
52.Conditional Inference Trees.mp4
- 11.71 MB
54.Gradient Boosting Regression.mp4
- 8.61 MB
6.Generalized Linear Models (GLMs)
45.Goodness of fit testing.mp4
- 87.21 MB
41.Logistic regression.mp4
- 44.41 MB
42.Logistic Regression for Binary Response Variable.mp4
- 31.67 MB
43.Multinomial Logistic Regression.mp4
- 18.2 MB
44.Regression for Count Data.mp4
- 16.06 MB
40.What are GLMs.mp4
- 12.71 MB
46.Conclusions to Section 6.mp4
- 6.73 MB
4.Variable & Model Selection
32.Evaluate Regression Model Performance.mp4
- 39.65 MB
29.Select the Most Suitable OLS Regression Model.mp4
- 38.77 MB
34.Identify the Contribution of Predictors in Explaining the Variation in Y.mp4
- 24.88 MB
30.Select Model Subsets.mp4
- 21.11 MB
31.Machine Learning Perspective on Evaluate Regression Model Accuracy.mp4
- 19.43 MB
28.Why Do Any Kind of Selection.mp4
- 11.61 MB
33.LASSO Regression for Variable Selection.mp4
- 9.08 MB
35.Conclusions to Section 4.mp4
- 4.46 MB
2.Ordinary Least Square Regression Modelling
18.Multiple Linear regression with Interaction and Dummy Variables.mp4
- 30.27 MB
09.OLS Regression- Theory.mp4
- 27.72 MB
19.Some Basic Conditions that OLS Models Have to Fulfill.mp4
- 27.59 MB
10.OLS-Implementation.mp4
- 25.54 MB
14.Confidence Interval and OLS Regressions.mp4
- 21.31 MB
11.More on Result Interpretations.mp4
- 18.01 MB
17.Multiple Linear Regression.mp4
- 17.19 MB
12.Confidence Interval-Theory.mp4
- 14.98 MB
15.Linear Regression without Intercept.mp4
- 9.17 MB
13.Calculate the Confidence Interval in R.mp4
- 8.12 MB
20.Conclusions to Section 2.mp4
- 7.97 MB
16.Implement ANOVA on OLS Regression.mp4
- 7.48 MB
3.Deal with Multicollinearity in OLS Regression Models
23.Principal Component Regression in R.mp4
- 29.6 MB
21.Identify Multicollinearity.mp4
- 28.71 MB
25.Ridge Regression in R.mp4
- 20.94 MB
24.Partial Least Square Regression in R.mp4
- 19.58 MB
22.Doing Regression Analyses with Correlated Predictor Variables.mp4
- 14.29 MB
26.LASSO Regression.mp4
- 12.58 MB
27.Conclusion to Section 3.mp4
- 6.05 MB
Exercise Files
code_9781838987862.zip
- 27.97 MB
5.Dealing with Other Violations of the OLS Regression Models
36.Data Transformations.mp4
- 23.11 MB
37.Robust Regression-Deal with Outliers.mp4
- 19.1 MB
38.Dealing with Heteroscedasticity.mp4
- 14.89 MB
39.Conclusions to Section 5.mp4
- 3.44 MB
0. Websites you may like
0. (1Hack.Us) Premium Tutorials-Guides-Articles & Community based Forum.url
- 377 B
2. (FreeCoursesOnline.Me) Download Udacity, Masterclass, Lynda, PHLearn, Pluralsight Free.url
- 286 B
4. (FTUApps.com) Download Cracked Developers Applications For Free.url
- 239 B
How you can help our Group!.txt
- 208 B
3. (NulledPremium.com) Download E-Learning, E-Books, Audio-Books, Comics, Articles & more etc.url
- 163 B
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udp://www.torrent.eu.org:451/announce
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udp://tracker.torrent.eu.org:451/announce
2
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udp://movies.zsw.ca:6969/announce
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udp://exodus.desync.com:6969/announce
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InfoHash:
46CCAD14C58FC19493E0B01EC226202B0D9CC1C0
Last updated:
Feb 13, 2022
File count:
62 B
File Category:
1
Tags:
freecoursesonline, packt, regression, analysis, statistics, machine, learning
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