FTUForum com UDEMY Machine Learning Basics Building Regression model in FTU

FTUForum com UDEMY Machine Learning Basics Building Regression model in FTU

Name	[FTUForum.com] [UDEMY] Machine Learning Basics Building a Regression model in R [FTU]	DOWNLOAD Copy Link
Total Size	3.1 GB
Total Files	163
Hash	84CEDA92360756D7CF4299E7E1E202929216F1E1

/1. Introduction/
1. Welcome to the course!.mp4	20.5 MB
1. Welcome to the course!.vtt	3.2 KB
2.1 00_Introduction_01.pdf.pdf	810.5 KB
2. Course contents.mp4	66.6 MB
2. Course contents.vtt	9.6 KB
/2. Basics of Statistics/
1.1 01_01_Lecture_TypesOfData.pdf.pdf	182.0 KB
1. Types of Data.mp4	43.3 MB
1. Types of Data.vtt	4.4 KB
2.1 01_02_Lecture_TypesOfStatistics.pdf.pdf	175.9 KB
2. Types of Statistics.mp4	13.9 MB
2. Types of Statistics.vtt	2.7 KB
3.1 01_03_Lecture_DataSummaryandGraph.pdf.pdf	325.5 KB
3. Describing the data graphically.mp4	86.2 MB
3. Describing the data graphically.vtt	11.6 KB
4.1 01_04_Lecture_Centers.pdf.pdf	320.5 KB
4. Measures of Centers.mp4	47.9 MB
4. Measures of Centers.vtt	6.6 KB
5.1 Exercise 1.pdf.pdf	567.1 KB
5. Practice Exercise 1.html	0.4 KB
6.1 01_05_Lecture_Dispersion.pdf.pdf	215.6 KB
6. Measures of Dispersion.mp4	29.8 MB
6. Measures of Dispersion.vtt	4.8 KB
7.1 Exercise 2.pdf.pdf	481.2 KB
7. Practice Exercise 2.html	0.3 KB
/3. Getting started with R and R studio/
1. Installing R and R studio.mp4	42.8 MB
1. Installing R and R studio.vtt	6.8 KB
2. Basics of R and R studio.mp4	50.5 MB
2. Basics of R and R studio.vtt	13.1 KB
3. Packages in R.mp4	103.5 MB
3. Packages in R.vtt	13.2 KB
4. Inputting data part 1 Inbuilt datasets of R.mp4	48.4 MB
4. Inputting data part 1 Inbuilt datasets of R.vtt	5.1 KB
5. Inputting data part 2 Manual data entry.mp4	32.4 MB
5. Inputting data part 2 Manual data entry.vtt	3.3 KB
6. Inputting data part 3 Importing from CSV or Text files.mp4	72.5 MB
6. Inputting data part 3 Importing from CSV or Text files.vtt	7.7 KB
7. Creating Barplots in R.mp4	123.3 MB
7. Creating Barplots in R.vtt	16.7 KB
8. Creating Histograms in R.mp4	54.0 MB
8. Creating Histograms in R.vtt	6.9 KB
/4. Introduction to Machine Learning/
1.1 Lecture_machineLearning.pdf.pdf	1.0 MB
1. Introduction to Machine Learning.mp4	129.9 MB
1. Introduction to Machine Learning.vtt	21.5 KB
2.1 Lecture_machineLearning.pdf.pdf	1.0 MB
2. Building a Machine Learning model.mp4	47.5 MB
2. Building a Machine Learning model.vtt	11.8 KB
3. Introduction to Machine learning quiz.html	0.2 KB
/5. Data Preprocessing/
10. Outlier Treatment in R.mp4	39.8 MB
10. Outlier Treatment in R.vtt	3.9 KB
1.1 03_01_PDE_Business_knowledge.pdf.pdf	157.6 KB
11. Project Exercise 3.html	0.2 KB
12.1 04_05_PDE_Missing_value.pdf.pdf	323.3 KB
12. Missing Value imputation.mp4	28.9 MB
12. Missing Value imputation.vtt	3.7 KB
13. Missing Value imputation in R.mp4	33.3 MB
13. Missing Value imputation in R.vtt	3.1 KB
14. Project Exercise 4.html	0.2 KB
15.1 04_07_PDE_Seasonality.pdf.pdf	372.8 KB
15. Seasonality in Data.mp4	21.9 MB
15. Seasonality in Data.vtt	3.4 KB
16.1 04_07_Variable_Transformation.pdf.pdf	433.0 KB
16. Bi-variate Analysis and Variable Transformation.mp4	119.3 MB
16. Bi-variate Analysis and Variable Transformation.vtt	16.5 KB
17. Variable transformation in R.mp4	71.2 MB
17. Variable transformation in R.vtt	8.2 KB
18. Project Exercise 5.html	0.3 KB
19.1 04_08_PDE_Non_Usable_var.pdf.pdf	141.7 KB
19. Non Usable Variables.mp4	25.1 MB
19. Non Usable Variables.vtt	2.1 MB
1. Gathering Business Knowledge.mp4	26.3 MB
1. Gathering Business Knowledge.vtt	3.5 KB
20.1 04_11_Dummy_Var.pdf.pdf	166.9 KB
20. Dummy variable creation Handling qualitative data.mp4	42.6 MB
20. Dummy variable creation Handling qualitative data.vtt	4.4 KB
2.1 03_02_PDE_Data_exploration.pdf.pdf	330.7 KB
21. Dummy variable creation in R.mp4	54.8 MB
21. Dummy variable creation in R.vtt	4.6 KB
22. Project Exercise 6.html	0.2 KB
23.1 04_10_Correlation.pdf.pdf	263.1 KB
23. Correlation Matrix and cause-effect relationship.mp4	85.2 MB
23. Correlation Matrix and cause-effect relationship.vtt	10.0 KB
24. Correlation Matrix in R.mp4	99.7 MB
24. Correlation Matrix in R.vtt	8.3 KB
25. Project Exercise 7.html	0.3 KB
2. Data Exploration.mp4	24.6 MB
2. Data Exploration.vtt	3.3 KB
3.1 House_Price.csv.csv	54.8 KB
3.2 03_03_PDE_Raw_Data_Analysis_Uni.pdf.pdf	339.9 KB
3. The Data and the Data Dictionary.mp4	82.4 MB
3. The Data and the Data Dictionary.vtt	7.1 KB
4.1 House_Price.csv.csv	54.8 KB
4. Importing the dataset into R.mp4	16.8 MB
4. Importing the dataset into R.vtt	2.3 KB
5.1 Movie_collection_train.csv.csv	44.4 KB
5. Project Exercise 1.html	0.4 KB
6.1 03_04_PDE_Univariate_Analysis_Uni.pdf.pdf	341.4 KB
6. Univariate Analysis and EDD.mp4	28.6 MB
6. Univariate Analysis and EDD.vtt	3.2 KB
7. EDD in R.mp4	117.7 MB
7. EDD in R.vtt	10.3 KB
8. Project Exercise 2.html	0.2 KB
9.1 04_06_PDE_Outlier_Treatment.pdf.pdf	363.7 KB
9. Outlier Treatment.mp4	29.1 MB
9. Outlier Treatment.vtt	4.1 KB
/6. Linear Regression Model/
10. Multiple Linear Regression in R.mp4	76.7 MB
10. Multiple Linear Regression in R.vtt	7.3 KB
1.1 05_01_Intro.pdf.pdf	245.1 KB
11. Project Exercise 9.html	0.3 KB
12.1 05_12_Test_Train.pdf.pdf	244.5 KB
12. Test-Train split.mp4	51.5 MB
12. Test-Train split.vtt	9.2 KB
13.1 05_13_Bias_Var_tradeoff.pdf.pdf	207.2 KB
13. Bias Variance trade-off.mp4	31.0 MB
13. Bias Variance trade-off.vtt	5.8 KB
14. Test-Train Split in R.mp4	95.5 MB
14. Test-Train Split in R.vtt	7.5 KB
15.1 05_09_Other_lin_model.pdf.pdf	160.3 KB
15. Linear models other than OLS.mp4	20.1 MB
15. Linear models other than OLS.vtt	4.0 KB
16.1 05_10_Subset_Selection.pdf.pdf	203.3 KB
16. Subset Selection techniques.mp4	91.3 MB
16. Subset Selection techniques.vtt	11.5 KB
17. Subset selection in R.mp4	80.3 MB
17. Subset selection in R.vtt	6.8 KB
18. Project Exercise 10.html	0.2 KB
19.1 05_11_Shrinkage_methods.pdf.pdf	192.6 KB
19. Shrinkage methods - Ridge Regression and The Lasso.mp4	55.5 MB
19. Shrinkage methods - Ridge Regression and The Lasso.vtt	7.3 KB
1. The problem statement.mp4	11.2 MB
1. The problem statement.vtt	1.5 KB
20. Ridge regression and Lasso in R.mp4	189.9 MB
20. Ridge regression and Lasso in R.vtt	10.1 KB
2.1 05_02_Simple_lin_reg.pdf.pdf	291.6 KB
21. Project Exercise 11.html	0.4 KB
22.1 Movie_collection_test.csv.csv	12.0 KB
22. Final Project Exercise.html	0.3 KB
23. Course Conclusion.html	1.7 KB
2. Basic equations and Ordinary Least Squared (OLS) method.mp4	52.7 MB
2. Basic equations and Ordinary Least Squared (OLS) method.vtt	8.9 KB
3.1 05_03_Simple_lin_reg_Accuracy.pdf.pdf	340.7 KB
3. Assessing Accuracy of predicted coefficients.mp4	109.5 MB
3. Assessing Accuracy of predicted coefficients.vtt	14.3 KB
4.1 05_03_Simple_lin_reg_Accuracy.pdf.pdf	340.7 KB
4. Assessing Model Accuracy - RSE and R squared.mp4	52.2 MB
4. Assessing Model Accuracy - RSE and R squared.vtt	7.2 KB
5. Simple Linear Regression in R.mp4	53.1 MB
5. Simple Linear Regression in R.vtt	7.3 KB
6. Project Exercise 8.html	0.3 KB
7.1 05_04_Multiple_lin_reg.pdf.pdf	225.1 KB
7. Multiple Linear Regression.mp4	40.8 MB
7. Multiple Linear Regression.vtt	5.2 KB
8.1 05_05_F_stat.pdf.pdf	336.4 KB
8. The F - statistic.mp4	67.3 MB
8. The F - statistic.vtt	8.2 KB
9.1 05_06_Cat_var.pdf.pdf	159.2 KB
9. Interpreting result for categorical Variable.mp4	28.5 MB
9. Interpreting result for categorical Variable.vtt	4.8 KB
/
Discuss.FTUForum.com.html	32.7 KB
FreeCoursesOnline.Me.html	110.9 KB
FTUForum.com.html	102.9 KB
How you can help Team-FTU.txt	0.2 KB
[TGx]Downloaded from torrentgalaxy.org.txt	0.5 KB
Torrent Downloaded From GloDls.to.txt	0.1 KB
Total files 163