[FreeCourseLab.me] Udemy - Machine Learning for Beginners Linear Regression model in R

• [FreeCourseLab.me] Udemy - Machine Learning for Beginners Linear Regression model in R
• 1. Introduction/1. Welcome to the course!.mp4 15.4 MB
• 1. Introduction/1. Welcome to the course!.srt 3.4 KB
• 1. Introduction/2. Course Resources.html 117 B
• 1. Introduction/2.1 Files_linear_r.zip 8.5 MB
• 1. Introduction/3. Course contents.mp4 47 MB
• 1. Introduction/3. Course contents.srt 10.2 KB
• 1. Introduction/3.1 00_Introduction_01.pdf 791.5 KB
• 2. Basics of Statistics/1. Types of Data.mp4 25.9 MB
• 2. Basics of Statistics/1. Types of Data.srt 4.9 KB
• 2. Basics of Statistics/1.1 01_01_Lecture_TypesOfData.pdf 177.7 KB
• 2. Basics of Statistics/2. Types of Statistics.mp4 13.2 MB
• 2. Basics of Statistics/2. Types of Statistics.srt 3 KB
• 2. Basics of Statistics/2.1 01_02_Lecture_TypesOfStatistics.pdf 171.7 KB
• 2. Basics of Statistics/3. Describing the data graphically.mp4 82.2 MB
• 2. Basics of Statistics/3. Describing the data graphically.srt 12.9 KB
• 2. Basics of Statistics/3.1 01_03_Lecture_DataSummaryandGraph.pdf 317.9 KB
• 2. Basics of Statistics/4. Measures of Centers.mp4 45.7 MB
• 2. Basics of Statistics/4. Measures of Centers.srt 7.2 KB
• 2. Basics of Statistics/4.1 01_04_Lecture_Centers.pdf 313 KB
• 2. Basics of Statistics/5. Practice Exercise 1.html 354 B
• 2. Basics of Statistics/5.1 Exercise 1.pdf 553.8 KB
• 2. Basics of Statistics/6. Measures of Dispersion.mp4 28.4 MB
• 2. Basics of Statistics/6. Measures of Dispersion.srt 5.4 KB
• 2. Basics of Statistics/6.1 01_05_Lecture_Dispersion.pdf 210.6 KB
• 2. Basics of Statistics/7. Practice Exercise 2.html 295 B
• 2. Basics of Statistics/7.1 Exercise 2.pdf 469.9 KB
• 3. Getting started with R and R studio/1. Installing R and R studio.mp4 40.8 MB
• 3. Getting started with R and R studio/1. Installing R and R studio.srt 7.3 KB
• 3. Getting started with R and R studio/2. Basics of R and R studio.mp4 48.2 MB
• 3. Getting started with R and R studio/2. Basics of R and R studio.srt 14.3 KB
• 3. Getting started with R and R studio/3. Packages in R.mp4 98.7 MB
• 3. Getting started with R and R studio/3. Packages in R.srt 14.4 KB
• 3. Getting started with R and R studio/4. Inputting data part 1 Inbuilt datasets of R.mp4 46.2 MB
• 3. Getting started with R and R studio/4. Inputting data part 1 Inbuilt datasets of R.srt 5.5 KB
• 3. Getting started with R and R studio/5. Inputting data part 2 Manual data entry.mp4 30.9 MB
• 3. Getting started with R and R studio/5. Inputting data part 2 Manual data entry.srt 3.6 KB
• 3. Getting started with R and R studio/6. Inputting data part 3 Importing from CSV or Text files.mp4 69.1 MB
• 3. Getting started with R and R studio/6. Inputting data part 3 Importing from CSV or Text files.srt 8.3 KB
• 3. Getting started with R and R studio/6.1 Customer.csv 64 KB
• 3. Getting started with R and R studio/7. Creating Barplots in R.mp4 117.5 MB
• 3. Getting started with R and R studio/7. Creating Barplots in R.srt 18.2 KB
• 3. Getting started with R and R studio/8. Creating Histograms in R.mp4 51.5 MB
• 3. Getting started with R and R studio/8. Creating Histograms in R.srt 7.5 KB
• 4. Introduction to Machine Learning/1. Introduction to Machine Learning.mp4 123.9 MB
• 4. Introduction to Machine Learning/1. Introduction to Machine Learning.srt 23.2 KB
• 4. Introduction to Machine Learning/1.1 Lecture_machineLearning.pdf 991.6 KB
• 4. Introduction to Machine Learning/2. Building a Machine Learning model.mp4 45.3 MB
• 4. Introduction to Machine Learning/2. Building a Machine Learning model.srt 12.8 KB
• 4. Introduction to Machine Learning/2.1 Lecture_machineLearning.pdf 991.6 KB
• 4. Introduction to Machine Learning/3. Introduction to Machine learning quiz.html 167 B
• 5. Data Preprocessing/1. Gathering Business Knowledge.mp4 25.1 MB
• 5. Data Preprocessing/1. Gathering Business Knowledge.srt 3.9 KB
• 5. Data Preprocessing/1.1 03_01_PDE_Business_knowledge.pdf 153.9 KB
• 5. Data Preprocessing/10. Outlier Treatment in R.mp4 38 MB
• 5. Data Preprocessing/10. Outlier Treatment in R.srt 4.3 KB
• 5. Data Preprocessing/11. Project Exercise 3.html 233 B
• 5. Data Preprocessing/12. Missing Value imputation.mp4 27.6 MB
• 5. Data Preprocessing/12. Missing Value imputation.srt 4.1 KB
• 5. Data Preprocessing/12.1 04_05_PDE_Missing_value.pdf 325.7 KB
• 5. Data Preprocessing/13. Missing Value imputation in R.mp4 31.8 MB
• 5. Data Preprocessing/13. Missing Value imputation in R.srt 3.5 KB
• 5. Data Preprocessing/14. Project Exercise 4.html 238 B
• 5. Data Preprocessing/15. Seasonality in Data.mp4 20.9 MB
• 5. Data Preprocessing/15. Seasonality in Data.srt 3.8 KB
• 5. Data Preprocessing/15.1 04_07_PDE_Seasonality.pdf 364.1 KB
• 5. Data Preprocessing/16. Bi-variate Analysis and Variable Transformation.mp4 113.8 MB
• 5. Data Preprocessing/16. Bi-variate Analysis and Variable Transformation.srt 18.3 KB
• 5. Data Preprocessing/16.1 04_07_Variable_Transformation.pdf 422.8 KB
• 5. Data Preprocessing/17. Variable transformation in R.mp4 67.9 MB
• 5. Data Preprocessing/17. Variable transformation in R.srt 9.1 KB
• 5. Data Preprocessing/18. Project Exercise 5.html 286 B
• 5. Data Preprocessing/19. Non Usable Variables.mp4 24 MB
• 5. Data Preprocessing/19. Non Usable Variables.srt 5.4 KB
• 5. Data Preprocessing/19.1 04_08_PDE_Non_Usable_var.pdf 138.3 KB
• 5. Data Preprocessing/2. Data Exploration.mp4 23.4 MB
• 5. Data Preprocessing/2. Data Exploration.srt 3.6 KB
• 5. Data Preprocessing/2.1 03_02_PDE_Data_exploration.pdf 322.9 KB
• 5. Data Preprocessing/20. Dummy variable creation Handling qualitative data.mp4 40.6 MB
• 5. Data Preprocessing/20. Dummy variable creation Handling qualitative data.srt 4.9 KB
• 5. Data Preprocessing/20.1 04_11_Dummy_Var.pdf 163 KB
• 5. Data Preprocessing/21. Dummy variable creation in R.mp4 52.3 MB
• 5. Data Preprocessing/21. Dummy variable creation in R.srt 5.2 KB
• 5. Data Preprocessing/22. Project Exercise 6.html 202 B
• 5. Data Preprocessing/23. Correlation Matrix and cause-effect relationship.mp4 81.3 MB
• 5. Data Preprocessing/23. Correlation Matrix and cause-effect relationship.srt 11 KB
• 5. Data Preprocessing/23.1 04_10_Correlation.pdf 256.9 KB
• 5. Data Preprocessing/24. Correlation Matrix in R.mp4 95.1 MB
• 5. Data Preprocessing/24. Correlation Matrix in R.srt 9.1 KB
• 5. Data Preprocessing/25. Project Exercise 7.html 288 B
• 5. Data Preprocessing/3. The Data and the Data Dictionary.mp4 78.6 MB
• 5. Data Preprocessing/3. The Data and the Data Dictionary.srt 7.8 KB
• 5. Data Preprocessing/3.1 House_Price.csv 53.5 KB
• 5. Data Preprocessing/3.2 03_03_PDE_Raw_Data_Analysis_Uni.pdf 332 KB
• 5. Data Preprocessing/4. Importing the dataset into R.mp4 16 MB
• 5. Data Preprocessing/4. Importing the dataset into R.srt 2.6 KB
• 5. Data Preprocessing/4.1 R_Linear.zip 1.1 KB
• 5. Data Preprocessing/4.2 House_Price.csv 53.5 KB
• 5. Data Preprocessing/5. Project Exercise 1.html 447 B
• 5. Data Preprocessing/5.1 Movie_collection_train.csv 43.3 KB

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