Download Udemy - Deep Learning Basics: Practical Linear Regression in R Torrent

Torrent Contents Size: 751.7 MB

Udemy - Deep Learning Basics: Practical Linear Regression in R

▼ show more 69 files

0		494.8 KB
1. Getting started with linear regression.mp4	MP4	16.1 MB
1. Getting started with linear regression.srt	SRT	6.5 KB
1. Introduction.mp4	MP4	17.3 MB
1. Introduction.srt	SRT	2.8 KB
1. Lab Multiple linear regression - model estimation in R.mp4	MP4	60.2 MB
1. Lab Multiple linear regression - model estimation in R.srt	SRT	9.2 KB
1. What is R and RStudio.mp4	MP4	12.2 MB
1		357.2 KB
1. What is R and RStudio.srt	SRT	3.1 KB
1.1 029_MultipleLinearRegression.R	R	3.8 KB
2. How to install R and RStudio in 2020.mp4	MP4	38.7 MB
2. How to install R and RStudio in 2020.srt	SRT	6.2 KB
2. Introduction to Regression Analysis and Linear Regression.mp4	MP4	49.1 MB
2. Introduction to Regression Analysis and Linear Regression.srt	SRT	12.5 KB
2. Lab Multiple linear regression - prediction in R.mp4	MP4	18.8 MB
2		462 KB
2. Lab Multiple linear regression - prediction in R.srt	SRT	3.8 KB
2. Lab your first linear regression model.mp4	MP4	53.3 MB
2. Lab your first linear regression model.srt	SRT	8.5 KB
2.1 018_LM_diamonds.R	R	2.2 KB
3. Correlation in Regression Analysis in R Lab.mp4	MP4	13.1 MB
3. Correlation in Regression Analysis in R Lab.srt	SRT	2.5 KB
3. Introduction to Regression Analysis.html	HTML	204.8 B
3. Lab Get started with R in RStudio.srt	SRT	9.5 KB
3		210.4 KB
3. Lab Get started with R in RStudio.mp4	MP4	47.7 MB
3. Lab Multiple linear regression with interaction in R.mp4	MP4	44.5 MB
3. Lab Multiple linear regression with interaction in R.srt	SRT	8.7 KB
3.1 020_CorrelationLinear.R	R	819.2 B
3.1 030_MultipleLinearRegression_interactions.R	R	1.5 KB
4. How to know if the model is best fit for your data - An overview.mp4	MP4	9.1 MB
4. How to know if the model is best fit for your data - An overview.srt	SRT	2.7 KB
4. Lab Regression with Categorical Variables Dummy Coding Essentials in R.mp4	MP4	29.7 MB
4. Lab Regression with Categorical Variables Dummy Coding Essentials in R.srt	SRT	5.7 KB
4. What is Machine Leraning and it's main types.srt	SRT	11.2 KB
4		363 KB
4. What is Machine Leraning and it's main types.mp4	MP4	46.8 MB
4. What is the latest version of RStudio and R.html	HTML	204.8 B
4.1 031_DummyVariables.R	R	1.1 KB
5. ANOVA - Categorical variables with more than two levels in linear regressions.mp4	MP4	54.5 MB
5. Linear Regression Diagnostics.srt	SRT	7.3 KB
5		315.5 KB
5. ANOVA - Categorical variables with more than two levels in linear regressions.srt	SRT	9.7 KB
5. Linear Regression Diagnostics.mp4	MP4	43.2 MB
5. Machine Learning Types.html	HTML	204.8 B
5.1 020_LM_Diagnosis.R	R	1.4 KB
5.1 032_ANOVA.R	R	1.2 KB
6. AIC and BIC.mp4	MP4	8.6 MB
6		160.3 KB
6. AIC and BIC.srt	SRT	1.7 KB
6. GLM Preview Logistic Regression Model & Accuracy Assessment.mp4	MP4	82.9 MB
6. GLM Preview Logistic Regression Model & Accuracy Assessment.srt	SRT	10.1 KB
6.1 021_AIC.R	R	512 B
6.1 023_ClassificationAccuracy.R	R	2.1 KB
7. Compare the model accuracy (or any other metric) using thresholds of 0.1 and 0.9..html	HTML	204.8 B
7. Evaluation of Performance of Regression-based Prediction Model.mp4	MP4	6.7 MB
7. Evaluation of Performance of Regression-based Prediction Model.srt	SRT	2.8 KB
7		461.3 KB
8. Lab Predict with linear regression model & RMSE as in-sample error.mp4	MP4	24.3 MB
8. Lab Predict with linear regression model & RMSE as in-sample error.srt	SRT	4.5 KB
8. Lab Receiver operating characteristic (ROC) curve and AUC.mp4	MP4	36.7 MB
8. Lab Receiver operating characteristic (ROC) curve and AUC.srt	SRT	6.5 KB
8		293.1 KB
8.1 019_RMSE_LM.R	R	819.2 B
8.1 024_ROC.R	R	1.5 KB
9. Prediction model evaluation with data split out-of-sample RMSE.mp4	MP4	31.2 MB
9. Prediction model evaluation with data split out-of-sample RMSE.srt	SRT	5.1 KB
9. Your final coding exercise.html	HTML	204.8 B
9		313.9 KB
9.1 022_RegressionModelValidation.R	R	921.6 B
TutsNode.com.txt	TXT	102.4 B
[TGx]Downloaded from torrentgalaxy.to .txt	TXT	614.4 B
10		317.2 KB
11		346.3 KB
12		327.5 KB
13		168.4 KB
14		159.7 KB
15		219.5 KB
16		417.6 KB
17		444.1 KB
18		283 KB
19		380.6 KB
20		441.5 KB

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Udemy - Deep Learning Basics: Practical Linear Regression in R

Torrent Contents Size: 751.7 MB

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