Name [ DevCourseWeb.com ] Udemy - ML for Business Managers - Build Regression model in R Studio

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UpdateDate 2024-9-18

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Files Get Bonus Downloads Here.url | 182B ~Get Your Files Here !/1. Introduction/1. Welcome to the course!.mp4 | 15.41MB ~Get Your Files Here !/1. Introduction/1. Welcome to the course!.srt | 3.41KB ~Get Your Files Here !/1. Introduction/2. Course Resources.html | 345B ~Get Your Files Here !/1. Introduction/3. Course contents.mp4 | 47.04MB ~Get Your Files Here !/1. Introduction/3. Course contents.srt | 10.20KB ~Get Your Files Here !/1. Introduction/3.1 00_Introduction_01.pdf | 791.49KB ~Get Your Files Here !/1. Introduction/4. This is a milestone!.mp4 | 20.68MB ~Get Your Files Here !/1. Introduction/4. This is a milestone!.srt | 3.78KB ~Get Your Files Here !/2. Basics of Statistics/1. Types of Data.mp4 | 21.77MB ~Get Your Files Here !/2. Basics of Statistics/1. Types of Data.srt | 5.04KB ~Get Your Files Here !/2. Basics of Statistics/1.1 01_01_Lecture_TypesOfData.pdf | 177.74KB ~Get Your Files Here !/2. Basics of Statistics/2. Types of Statistics.mp4 | 10.93MB ~Get Your Files Here !/2. Basics of Statistics/2. Types of Statistics.srt | 3.17KB ~Get Your Files Here !/2. Basics of Statistics/2.1 01_02_Lecture_TypesOfStatistics.pdf | 171.73KB ~Get Your Files Here !/2. Basics of Statistics/3. Describing the data graphically.mp4 | 65.37MB ~Get Your Files Here !/2. Basics of Statistics/3. Describing the data graphically.srt | 12.77KB ~Get Your Files Here !/2. Basics of Statistics/3.1 01_03_Lecture_DataSummaryandGraph.pdf | 317.85KB ~Get Your Files Here !/2. Basics of Statistics/4. Measures of Centers.mp4 | 38.59MB ~Get Your Files Here !/2. Basics of Statistics/4. Measures of Centers.srt | 7.87KB ~Get Your Files Here !/2. Basics of Statistics/4.1 01_04_Lecture_Centers.pdf | 312.98KB ~Get Your Files Here !/2. Basics of Statistics/5. Practice Exercise 1.html | 354B ~Get Your Files Here !/2. Basics of Statistics/5.1 Exercise 1.pdf | 553.83KB ~Get Your Files Here !/2. Basics of Statistics/6. Measures of Dispersion.mp4 | 22.87MB ~Get Your Files Here !/2. Basics of Statistics/6. Measures of Dispersion.srt | 5.23KB ~Get Your Files Here !/2. Basics of Statistics/7. Practice Exercise 2.html | 295B ~Get Your Files Here !/2. Basics of Statistics/7.1 Exercise 2.pdf | 479.93KB ~Get Your Files Here !/3. Getting started with R and R studio/1. Installing R and R studio.mp4 | 40.84MB ~Get Your Files Here !/3. Getting started with R and R studio/1. Installing R and R studio.srt | 7.32KB ~Get Your Files Here !/3. Getting started with R and R studio/2. Basics of R and R studio.mp4 | 48.20MB ~Get Your Files Here !/3. Getting started with R and R studio/2. Basics of R and R studio.srt | 14.27KB ~Get Your Files Here !/3. Getting started with R and R studio/3. Packages in R.mp4 | 98.68MB ~Get Your Files Here !/3. Getting started with R and R studio/3. Packages in R.srt | 14.40KB ~Get Your Files Here !/3. Getting started with R and R studio/4. Inputting data part 1 Inbuilt datasets of R.mp4 | 46.15MB ~Get Your Files Here !/3. Getting started with R and R studio/4. Inputting data part 1 Inbuilt datasets of R.srt | 5.48KB ~Get Your Files Here !/3. Getting started with R and R studio/5. Inputting data part 2 Manual data entry.mp4 | 30.87MB ~Get Your Files Here !/3. Getting started with R and R studio/5. Inputting data part 2 Manual data entry.srt | 3.61KB ~Get Your Files Here !/3. Getting started with R and R studio/6. Inputting data part 3 Importing from CSV or Text files.mp4 | 69.15MB ~Get Your Files Here !/3. Getting started with R and R studio/6. Inputting data part 3 Importing from CSV or Text files.srt | 8.34KB ~Get Your Files Here !/3. Getting started with R and R studio/6.1 Customer.csv | 74.02KB ~Get Your Files Here !/3. Getting started with R and R studio/7. Creating Barplots in R.mp4 | 117.55MB ~Get Your Files Here !/3. Getting started with R and R studio/7. Creating Barplots in R.srt | 18.21KB ~Get Your Files Here !/3. Getting started with R and R studio/8. Creating Histograms in R.mp4 | 51.51MB ~Get Your Files Here !/3. Getting started with R and R studio/8. Creating Histograms in R.srt | 7.51KB ~Get Your Files Here !/4. Introduction to Machine Learning/1. Introduction to Machine Learning.mp4 | 123.89MB ~Get Your Files Here !/4. Introduction to Machine Learning/1. Introduction to Machine Learning.srt | 23.23KB ~Get Your Files Here !/4. Introduction to Machine Learning/1.1 Lecture_machineLearning.pdf | 991.61KB ~Get Your Files Here !/4. Introduction to Machine Learning/2. Building a Machine Learning model.mp4 | 45.28MB ~Get Your Files Here !/4. Introduction to Machine Learning/2. Building a Machine Learning model.srt | 12.75KB ~Get Your Files Here !/4. Introduction to Machine Learning/2.1 Lecture_machineLearning.pdf | 1001.61KB ~Get Your Files Here !/4. Introduction to Machine Learning/3. Introduction to Machine learning quiz.html | 207B ~Get Your Files Here !/5. Data Preprocessing/1. Gathering Business Knowledge.mp4 | 25.12MB ~Get Your Files Here !/5. Data Preprocessing/1. Gathering Business Knowledge.srt | 3.90KB ~Get Your Files Here !/5. Data Preprocessing/1.1 03_01_PDE_Business_knowledge.pdf | 163.94KB ~Get Your Files Here !/5. Data Preprocessing/10. Outlier Treatment in R.mp4 | 37.98MB ~Get Your Files Here !/5. Data Preprocessing/10. Outlier Treatment in R.srt | 4.34KB ~Get Your Files Here !/5. Data Preprocessing/11. Project Exercise 3.html | 233B ~Get Your Files Here !/5. Data Preprocessing/12. Missing Value imputation.mp4 | 27.56MB ~Get Your Files Here !/5. Data Preprocessing/12. Missing Value imputation.srt | 4.08KB ~Get Your Files Here !/5. Data Preprocessing/12.1 04_05_PDE_Missing_value.pdf | 315.68KB ~Get Your Files Here !/5. Data Preprocessing/13. Missing Value imputation in R.mp4 | 31.77MB ~Get Your Files Here !/5. Data Preprocessing/13. Missing Value imputation in R.srt | 3.46KB ~Get Your Files Here !/5. Data Preprocessing/14. Project Exercise 4.html | 238B ~Get Your Files Here !/5. Data Preprocessing/15. Seasonality in Data.mp4 | 20.90MB ~Get Your Files Here !/5. Data Preprocessing/15. Seasonality in Data.srt | 3.78KB ~Get Your Files Here !/5. Data Preprocessing/15.1 04_07_PDE_Seasonality.pdf | 364.09KB ~Get Your Files Here !/5. Data Preprocessing/16. Bi-variate Analysis and Variable Transformation.mp4 | 113.76MB ~Get Your Files Here !/5. Data Preprocessing/16. Bi-variate Analysis and Variable Transformation.srt | 18.29KB ~Get Your Files Here !/5. Data Preprocessing/16.1 04_07_Variable_Transformation.pdf | 422.80KB ~Get Your Files Here !/5. Data Preprocessing/17. Variable transformation in R.mp4 | 67.86MB ~Get Your Files Here !/5. Data Preprocessing/17. Variable transformation in R.srt | 9.08KB ~Get Your Files Here !/5. Data Preprocessing/18. Project Exercise 5.html | 286B ~Get Your Files Here !/5. Data Preprocessing/19. Non Usable Variables.mp4 | 23.95MB ~Get Your Files Here !/5. Data Preprocessing/19. Non Usable Variables.srt | 5.39KB ~Get Your Files Here !/5. Data Preprocessing/19.1 04_08_PDE_Non_Usable_var.pdf | 148.35KB ~Get Your Files Here !/5. Data Preprocessing/2. Data Exploration.mp4 | 23.41MB ~Get Your Files Here !/5. Data Preprocessing/2. Data Exploration.srt | 3.60KB ~Get Your Files Here !/5. Data Preprocessing/2.1 03_02_PDE_Data_exploration.pdf | 322.91KB ~Get Your Files Here !/5. Data Preprocessing/20. Dummy variable creation Handling qualitative data.mp4 | 40.61MB ~Get Your Files Here !/5. Data Preprocessing/20. Dummy variable creation Handling qualitative data.srt | 4.86KB ~Get Your Files Here !/5. Data Preprocessing/20.1 04_11_Dummy_Var.pdf | 162.97KB ~Get Your Files Here !/5. Data Preprocessing/21. Dummy variable creation in R.mp4 | 52.26MB ~Get Your Files Here !/5. Data Preprocessing/21. Dummy variable creation in R.srt | 5.19KB ~Get Your Files Here !/5. Data Preprocessing/22. Project Exercise 6.html | 202B ~Get Your Files Here !/5. Data Preprocessing/23. Correlation Matrix and cause-effect relationship.mp4 | 81.28MB ~Get Your Files Here !/5. Data Preprocessing/23. Correlation Matrix and cause-effect relationship.srt | 11.04KB ~Get Your Files Here !/5. Data Preprocessing/23.1 04_10_Correlation.pdf | 256.91KB ~Get Your Files Here !/5. Data Preprocessing/24. Correlation Matrix in R.mp4 | 95.06MB ~Get Your Files Here !/5. Data Preprocessing/24. Correlation Matrix in R.srt | 9.09KB ~Get Your Files Here !/5. Data Preprocessing/25. Project Exercise 7.html | 288B ~Get Your Files Here !/5. Data Preprocessing/26. Quiz.html | 207B ~Get Your Files Here !/5. Data Preprocessing/3. The Data and the Data Dictionary.mp4 | 78.57MB ~Get Your Files Here !/5. Data Preprocessing/3. The Data and the Data Dictionary.srt | 7.78KB ~Get Your Files Here !/5. Data Preprocessing/3.1 03_03_PDE_Raw_Data_Analysis_Uni.pdf | 331.98KB ~Get Your Files Here !/5. Data Preprocessing/3.2 House_Price.csv | 63.49KB ~Get Your Files Here !/5. Data Preprocessing/4. Importing the dataset into R.mp4 | 15.99MB ~Get Your Files Here !/5. Data Preprocessing/4. Importing the dataset into R.srt | 2.60KB ~Get Your Files Here !/5. Data Preprocessing/4.1 House_Price.csv | 53.49KB ~Get Your Files Here !/5. Data Preprocessing/5. Project Exercise 1.html | 447B ~Get Your Files Here !/5. Data Preprocessing/5.1 Movie_collection_train.csv | 43.31KB ~Get Your Files Here !/5. Data Preprocessing/6. Univariate Analysis and EDD.mp4 | 27.30MB ~Get Your Files Here !/5. Data Preprocessing/6. Univariate Analysis and EDD.srt | 3.44KB ~Get Your Files Here !/5. Data Preprocessing/6.1 03_04_PDE_Univariate_Analysis_Uni.pdf | 333.39KB ~Get Your Files Here !/5. Data Preprocessing/7. EDD in R.mp4 | 112.27MB ~Get Your Files Here !/5. Data Preprocessing/7. EDD in R.srt | 11.55KB ~Get Your Files Here !/5. Data Preprocessing/8. Project Exercise 2.html | 177B ~Get Your Files Here !/5. Data Preprocessing/9. Outlier Treatment.mp4 | 27.76MB ~Get Your Files Here !/5. Data Preprocessing/9. Outlier Treatment.srt | 4.46KB ~Get Your Files Here !/5. Data Preprocessing/9.1 04_06_PDE_Outlier_Treatment.pdf | 365.14KB ~Get Your Files Here !/5. Data Preprocessing/R_Linear.R | 2.65KB ~Get Your Files Here !/6. Linear Regression Model/1. The problem statement.mp4 | 10.67MB ~Get Your Files Here !/6. Linear Regression Model/1. The problem statement.srt | 1.62KB ~Get Your Files Here !/6. Linear Regression Model/1.1 05_01_Intro.pdf | 239.32KB ~Get Your Files Here !/6. Linear Regression Model/10. Interpreting result for categorical Variable.mp4 | 27.16MB ~Get Your Files Here !/6. Linear Regression Model/10. Interpreting result for categorical Variable.srt | 5.29KB ~Get Your Files Here !/6. Linear Regression Model/10.1 05_06_Cat_var.pdf | 155.49KB ~Get Your Files Here !/6. Linear Regression Model/11. Multiple Linear Regression in R.mp4 | 73.10MB ~Get Your Files Here !/6. Linear Regression Model/11. Multiple Linear Regression in R.srt | 8.10KB ~Get Your Files Here !/6. Linear Regression Model/12. Quiz.html | 207B ~Get Your Files Here !/6. Linear Regression Model/13. Project Exercise 9.html | 328B ~Get Your Files Here !/6. Linear Regression Model/14. Test-Train split.mp4 | 49.16MB ~Get Your Files Here !/6. Linear Regression Model/14. Test-Train split.srt | 10.09KB ~Get Your Files Here !/6. Linear Regression Model/14.1 05_12_Test_Train.pdf | 238.78KB ~Get Your Files Here !/6. Linear Regression Model/15. Bias Variance trade-off.mp4 | 29.59MB ~Get Your Files Here !/6. Linear Regression Model/15. Bias Variance trade-off.srt | 6.41KB ~Get Your Files Here !/6. Linear Regression Model/15.1 05_13_Bias_Var_tradeoff.pdf | 212.38KB ~Get Your Files Here !/6. Linear Regression Model/16. More about test-train split.html | 559B ~Get Your Files Here !/6. Linear Regression Model/17. Test-Train Split in R.mp4 | 91.05MB ~Get Your Files Here !/6. Linear Regression Model/17. Test-Train Split in R.srt | 8.41KB ~Get Your Files Here !/6. Linear Regression Model/18. Quiz.html | 207B ~Get Your Files Here !/6. Linear Regression Model/2. Basic equations and Ordinary Least Squared (OLS) method.mp4 | 50.23MB ~Get Your Files Here !/6. Linear Regression Model/2. Basic equations and Ordinary Least Squared (OLS) method.srt | 9.89KB ~Get Your Files Here !/6. Linear Regression Model/2.1 05_02_Simple_lin_reg.pdf | 284.77KB ~Get Your Files Here !/6. Linear Regression Model/3. Assessing Accuracy of predicted coefficients.mp4 | 104.44MB ~Get Your Files Here !/6. Linear Regression Model/3. Assessing Accuracy of predicted coefficients.srt | 15.83KB ~Get Your Files Here !/6. Linear Regression Model/3.1 05_03_Simple_lin_reg_Accuracy.pdf | 332.72KB ~Get Your Files Here !/6. Linear Regression Model/4. Assessing Model Accuracy - RSE and R squared.mp4 | 49.74MB ~Get Your Files Here !/6. Linear Regression Model/4. Assessing Model Accuracy - RSE and R squared.srt | 8.02KB ~Get Your Files Here !/6. Linear Regression Model/4.1 05_03_Simple_lin_reg_Accuracy.pdf | 332.72KB ~Get Your Files Here !/6. Linear Regression Model/5. Simple Linear Regression in R.mp4 | 50.59MB ~Get Your Files Here !/6. Linear Regression Model/5. Simple Linear Regression in R.srt | 7.99KB ~Get Your Files Here !/6. Linear Regression Model/6. Project Exercise 8.html | 322B ~Get Your Files Here !/6. Linear Regression Model/7. Multiple Linear Regression.mp4 | 38.91MB ~Get Your Files Here !/6. Linear Regression Model/7. Multiple Linear Regression.srt | 5.73KB ~Get Your Files Here !/6. Linear Regression Model/7.1 05_04_Multiple_lin_reg.pdf | 229.79KB ~Get Your Files Here !/6. Linear Regression Model/8. The F - statistic.mp4 | 64.16MB ~Get Your Files Here !/6. Linear Regression Model/8. The F - statistic.srt | 9.03KB ~Get Your Files Here !/6. Linear Regression Model/8.1 05_05_F_stat.pdf | 338.48KB ~Get Your Files Here !/6. Linear Regression Model/9. Quiz.html | 207B ~Get Your Files Here !/7. Regression models other than OLS/1. Linear models other than OLS.mp4 | 19.18MB ~Get Your Files Here !/7. Regression models other than OLS/1. Linear models other than OLS.srt | 4.36KB ~Get Your Files Here !/7. Regression models other than OLS/1.1 05_09_Other_lin_model.pdf | 156.51KB ~Get Your Files Here !/7. Regression models other than OLS/2. Subset Selection techniques.mp4 | 87.12MB ~Get Your Files Here !/7. Regression models other than OLS/2. Subset Selection techniques.srt | 12.78KB ~Get Your Files Here !/7. Regression models other than OLS/2.1 05_10_Subset_Selection.pdf | 198.52KB ~Get Your Files Here !/7. Regression models other than OLS/3. Subset selection in R.mp4 | 76.62MB ~Get Your Files Here !/7. Regression models other than OLS/3. Subset selection in R.srt | 7.61KB ~Get Your Files Here !/7. Regression models other than OLS/4. Project Exercise 10.html | 199B ~Get Your Files Here !/7. Regression models other than OLS/5. Shrinkage methods - Ridge Regression and The Lasso.mp4 | 38.68MB ~Get Your Files Here !/7. Regression models other than OLS/5. Shrinkage methods - Ridge Regression and The Lasso.srt | 8.05KB ~Get Your Files Here !/7. Regression models other than OLS/5.1 05_11_Shrinkage_methods.pdf | 188.11KB ~Get Your Files Here !/7. Regression models other than OLS/6. Ridge regression and Lasso in R.mp4 | 124.24MB ~Get Your Files Here !/7. Regression models other than OLS/6. Ridge regression and Lasso in R.srt | 11.38KB ~Get Your Files Here !/7. Regression models other than OLS/7. Heteroscedasticity.mp4 | 17.72MB ~Get Your Files Here !/7. Regression models other than OLS/7. Heteroscedasticity.srt | 2.61KB ~Get Your Files Here !/7. Regression models other than OLS/8. Project Exercise 11.html | 398B ~Get Your Files Here !/8. Conclusion/1. Final Project Exercise.html | 329B ~Get Your Files Here !/8. Conclusion/1.1 Movie_collection_test.csv | 11.72KB ~Get Your Files Here !/8. Conclusion/2. The final milestone!.mp4 | 11.86MB ~Get Your Files Here !/8. Conclusion/2. The final milestone!.srt | 1.73KB ~Get Your Files Here !/8. Conclusion/3. Congratulations & About your certificate.html | 1.85KB ~Get Your Files Here !/8. Conclusion/MyBlogs.pdf | 310.27KB ~Get Your Files Here !/Bonus Resources.txt | 357B