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[DesireCourse.Com] Udemy - Machine Learning Basics Building A Regression Model In R

TORRENT SUMMARY

	Status:	All the torrents in this section have been verified by our verification system
Category:	Other
Infohash	b33cf24c74fdd25b892da56359f42c3c1c56ca94
Size:	2.8 GB in 99 files
Release Date(s):	Torrent Release: 29-03-2019 by user
Swarm:	0 Seeds & 1 Peers
Vote:	No votes yet.

DESCRIPTION

Machine Learning Basics: Building a Regression model in R

Use Linear Regression to solve business problems and master the basics of Machine Learning Linear Regression in R

For More Courses Visit: https://desirecourse.com

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FILE LIST

Filename		Size
	1. Introduction/1. Welcome to the course!.mp4	15.4 MB
	1. Introduction/1. Welcome to the course!.vtt	3.2 KB
	1. Introduction/2. Course contents.mp4	47 MB
	1. Introduction/2. Course contents.vtt	9.4 KB
	1. Introduction/2.1 00_Introduction_01.pdf.pdf	791.5 KB
	2. Basics of Statistics/1. Types of Data.mp4	25.9 MB
	2. Basics of Statistics/1. Types of Data.vtt	4.3 KB
	2. Basics of Statistics/1.1 01_01_Lecture_TypesOfData.pdf.pdf	177.7 KB
	2. Basics of Statistics/2. Types of Statistics.mp4	13.2 MB
	2. Basics of Statistics/2. Types of Statistics.vtt	2.7 KB
	2. Basics of Statistics/2.1 01_02_Lecture_TypesOfStatistics.pdf.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.vtt	11.3 KB
	2. Basics of Statistics/3.1 01_03_Lecture_DataSummaryandGraph.pdf.pdf	317.9 KB
	2. Basics of Statistics/4. Measures of Centers.mp4	45.7 MB
	2. Basics of Statistics/4. Measures of Centers.vtt	6.4 KB
	2. Basics of Statistics/4.1 01_04_Lecture_Centers.pdf.pdf	313 KB
	2. Basics of Statistics/5. Practice Exercise 1.html	354 B
	2. Basics of Statistics/5.1 Exercise 1.pdf.pdf	553.8 KB
	2. Basics of Statistics/6. Measures of Dispersion.mp4	28.4 MB
	2. Basics of Statistics/6. Measures of Dispersion.vtt	4.7 KB
	2. Basics of Statistics/6.1 01_05_Lecture_Dispersion.pdf.pdf	210.6 KB
	2. Basics of Statistics/7. Practice Exercise 2.html	295 B
	2. Basics of Statistics/7.1 Exercise 2.pdf.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.vtt	6.6 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.vtt	12.8 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.vtt	12.9 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.vtt	4.9 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.vtt	3.3 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.vtt	7.5 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.vtt	16.3 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.vtt	6.8 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.vtt	21 KB
	4. Introduction to Machine Learning/1.1 Lecture_machineLearning.pdf.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.vtt	11.5 KB
	4. Introduction to Machine Learning/2.1 Lecture_machineLearning.pdf.pdf	991.6 KB
	4. Introduction to Machine Learning/3. Introduction to Machine learning quiz.html	163 B
	5. Data Preprocessing/1. Gathering Business Knowledge.mp4	25.1 MB
	5. Data Preprocessing/1. Gathering Business Knowledge.vtt	3.4 KB
	5. Data Preprocessing/1.1 03_01_PDE_Business_knowledge.pdf.pdf	153.9 KB
	5. Data Preprocessing/10. Outlier Treatment in R.mp4	38 MB
	5. Data Preprocessing/10. Outlier Treatment in R.vtt	3.8 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.vtt	3.6 KB
	5. Data Preprocessing/12.1 04_05_PDE_Missing_value.pdf.pdf	315.7 KB
	5. Data Preprocessing/13. Missing Value imputation in R.mp4	31.8 MB
	5. Data Preprocessing/13. Missing Value imputation in R.vtt	3.1 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.vtt	3.3 KB
	5. Data Preprocessing/15.1 04_07_PDE_Seasonality.pdf.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.vtt	16.1 KB
	5. Data Preprocessing/16.1 04_07_Variable_Transformation.pdf.pdf	422.8 KB
	5. Data Preprocessing/17. Variable transformation in R.mp4	67.9 MB
	5. Data Preprocessing/17. Variable transformation in R.vtt	8 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.vtt	2 MB
	5. Data Preprocessing/19.1 04_08_PDE_Non_Usable_var.pdf.pdf	138.3 KB
	5. Data Preprocessing/2. Data Exploration.mp4	23.4 MB
	5. Data Preprocessing/2. Data Exploration.vtt	3.2 KB
	5. Data Preprocessing/2.1 03_02_PDE_Data_exploration.pdf.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.vtt	4.3 KB
	5. Data Preprocessing/20.1 04_11_Dummy_Var.pdf.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.vtt	4.5 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.vtt	9.7 KB
	5. Data Preprocessing/23.1 04_10_Correlation.pdf.pdf	256.9 KB
	5. Data Preprocessing/24. Correlation Matrix in R.mp4	95 MB
	5. Data Preprocessing/24. Correlation Matrix in R.vtt	8.1 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.vtt	6.9 KB
	5. Data Preprocessing/3.1 House_Price.csv.csv	53.5 KB
	5. Data Preprocessing/3.2 03_03_PDE_Raw_Data_Analysis_Uni.pdf.pdf	332 KB
	5. Data Preprocessing/4. Importing the dataset into R.mp4	16 MB
	5. Data Preprocessing/4. Importing the dataset into R.vtt	2.3 KB
	5. Data Preprocessing/4.1 House_Price.csv.csv	53.5 KB
	5. Data Preprocessing/5. Project Exercise 1.html	431 B
	5. Data Preprocessing/5.1 Movie_collection_train.csv.csv	43.3 KB
	5. Data Preprocessing/6. Univariate Analysis and EDD.mp4	27.3 MB
	5. Data Preprocessing/6. Univariate Analysis and EDD.vtt	3.1 KB
	5. Data Preprocessing/6.1 03_04_PDE_Univariate_Analysis_Uni.pdf.pdf	333.4 KB
	5. Data Preprocessing/7. EDD in R.mp4	112.3 MB

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