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[UDEMY]Data Science Science R Programming ,Data analysis, Data Visualization, Data Science: Data Pre-processing

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1. Meet Your Instructor

1. Meet Your Instructor.mp4	MP4	20.63 MB
1. Meet Your Instructor.vtt	VTT	2.88 KB
2. Course Curriculum Overview.html	HTML	91 B
2.1 Data Science - Course Carriculum Udemy.xlsx.xlsx	XLSX	22.53 KB
3. Join Our Private Facebook and Telegram Group ($497 Value).html	HTML	1.5 KB

10. Introduction To Statistics

1. Intro To Stat - Part 1.mp4	MP4	113.91 MB
1. Intro To Stat - Part 1.vtt	VTT	14.44 KB
10. Introduction To Statistic - Part 5 STUDY NOTE.html	HTML	4.68 KB
11. Intro To Stat - Part 6.mp4	MP4	73.2 MB
11. Intro To Stat - Part 6.vtt	VTT	8.75 KB
12. Intro To Stat - Part 7.mp4	MP4	168.77 MB
12. Intro To Stat - Part 7.vtt	VTT	16.23 KB
13. Introduction To Statistic - Part 7 STUDY NOTE.html	HTML	3.68 KB
14. Intro To Stat - Part 8.mp4	MP4	121.22 MB
14. Intro To Stat - Part 8.vtt	VTT	11.38 KB
15. Introduction To Statistic - Part 8 STUDY NOTE.html	HTML	1.79 KB
16. Intro To Stat - Part 9.mp4	MP4	113.53 MB
16. Intro To Stat - Part 9.vtt	VTT	10.78 KB
17. Introduction To Statistic - Part 9 STUDY NOTE.html	HTML	8.31 KB
18. Intro To Stat - Part 10.mp4	MP4	149.33 MB
18. Intro To Stat - Part 10.vtt	VTT	15.23 KB
19. Introduction To Statistic - Part 10 STUDY NOTE.html	HTML	1.36 KB
2. Introduction To Statistic - Part 1 STUDY NOTE.html	HTML	9.37 KB
20. Intro To Stat - Part 11.mp4	MP4	71.95 MB
20. Intro To Stat - Part 11.vtt	VTT	7.43 KB
21. Introduction To Statistics - All Codes.html	HTML	7.86 KB
21.1 Introduction-to-Statistics-codes-word-version.docx.docx	DOCX	18.53 KB
21.2 Intro-To-Statistic.pdf.pdf	PDF	58.18 KB
3. Intro To Stat - Part 2.mp4	MP4	75.97 MB
3. Intro To Stat - Part 2.vtt	VTT	9.5 KB
4. Introduction To Statistic - Part 2 STUDY NOTE.html	HTML	8.79 KB
5. Intro To Stat - Part 3.mp4	MP4	132.17 MB
5. Intro To Stat - Part 3.vtt	VTT	15.67 KB
6. Introduction To Statistic - Part 3 STUDY NOTE.html	HTML	4.71 KB
7. Intro To Stat - Part 4.mp4	MP4	31.96 MB
7. Intro To Stat - Part 4.vtt	VTT	4.27 KB
8. Part 4 Introduction To Statistic STUDY NOTE.html	HTML	3.11 KB
9. Intro To Stat - Part 5.mp4	MP4	130.94 MB
9. Intro To Stat - Part 5.vtt	VTT	16.26 KB

11. HYPOTHESIS Testing -1

1. Hypothesys Testing - Part 1.mp4	MP4	73.4 MB
1. Hypothesys Testing - Part 1.vtt	VTT	11.13 KB
2. Hypothesys Testing in Practice - Part 1 STUDY NOTE.html	HTML	3.18 KB
3. Hypothesys Testing - Part 2.mp4	MP4	112.47 MB
3. Hypothesys Testing - Part 2.vtt	VTT	12.55 KB
4. Hypothesys Testing - Part 2 STUDY NOTES.html	HTML	3.3 KB
5. Hypothesys Testing - Part 3.mp4	MP4	115.43 MB
5. Hypothesys Testing - Part 3.vtt	VTT	115.44 MB
6. Hypothesys Testing - Part 4.mp4	MP4	54.41 MB
6. Hypothesys Testing - Part 4.vtt	VTT	6.28 KB
7. Hypothesys Testing - Part 4 STUDY NOTES.html	HTML	721 B

12. Hypothesis Testing in Practice

1. Hypothesys Testing in Practice - Part 1.mp4	MP4	156.99 MB
1. Hypothesys Testing in Practice - Part 1.vtt	VTT	16.18 KB
10. Chi Square -Part 1.mp4	MP4	102.67 MB
10. Chi Square -Part 1.vtt	VTT	11.62 KB
11. Chi Square -Part 1 STUDY NOTE.html	HTML	629 B
12. Chi Square -Part 2.mp4	MP4	133.55 MB
12. Chi Square -Part 2.vtt	VTT	16.36 KB
13. Chi Square -Part 2 STUDY NOTE.html	HTML	1.04 KB
14. ANOVA - Part 1.mp4	MP4	113.62 MB
14. ANOVA - Part 1.vtt	VTT	13.68 KB
15. ANOVA 1 STUDY NOTE.html	HTML	1.83 KB
16. ANOVA - Part 2.mp4	MP4	163.06 MB
16. ANOVA - Part 2.vtt	VTT	15.38 KB
17. What we discussed in the chapter so far - Summary of the Chapter.mp4	MP4	52.25 MB
17. What we discussed in the chapter so far - Summary of the Chapter.vtt	VTT	5.81 KB
18. All Codes Hypothesis Testing in Practice.html	HTML	6.71 KB
18.1 hypo 10.docx.docx	DOCX	13.34 KB
2. Hypothesys Testing in Practice - Part 1 STUDY NOTE.html	HTML	1.56 KB
3. Hypothesys Testing in Practice - Part 2.mp4	MP4	116.51 MB
3. Hypothesys Testing in Practice - Part 2.vtt	VTT	10.28 KB
4. Hypothesys Testing in Practice - Part 3.mp4	MP4	161.21 MB
4. Hypothesys Testing in Practice - Part 3.vtt	VTT	15.4 KB
5. Hypothesys Testing in Practice - Part 3 STUDY NOTE.html	HTML	2.63 KB
6. Hypothesys Testing in Practice - Part 4.mp4	MP4	125.39 MB
6. Hypothesys Testing in Practice - Part 4.vtt	VTT	13.08 KB
7. Hypothesys Testing in Practice - Part 5.mp4	MP4	100.99 MB
7. Hypothesys Testing in Practice - Part 5.vtt	VTT	11.53 KB
8. Hypothesys Testing in Practice - Part 5 STUDY NOTE.html	HTML	2.16 KB
9. Hypothesys Testing in Practice - Part 6.mp4	MP4	147.56 MB
9. Hypothesys Testing in Practice - Part 6.vtt	VTT	15.43 KB

13. Machine Learning Toolbox

1. Machine Learning Toolbox - Part 1.mp4	MP4	93.96 MB
1. Machine Learning Toolbox - Part 1.vtt	VTT	15.01 KB
2. Machine Learning Toolbox - Part 2.mp4	MP4	73.45 MB
2. Machine Learning Toolbox - Part 2.vtt	VTT	13.45 KB

14. Business Use Case Understaing

	1. Business Case Understanding.mp4	MP4	92.75 MB
	1. Business Case Understanding.vtt	VTT	14.6 KB

15. Data Pre-Processing

1. Data Pre-Processing 1.mp4	MP4	136.53 MB
1. Data Pre-Processing 1.vtt	VTT	15.88 KB
10. Data Pre-Processing 6.mp4	MP4	43.64 MB
10. Data Pre-Processing 6.vtt	VTT	8.05 KB
11. Data Pre-Processing 7.mp4	MP4	145.96 MB
11. Data Pre-Processing 7.vtt	VTT	16.15 KB
12. CODES-Data Pre-Processing 7.html	HTML	2.01 KB
13. Data Pre-processing Codes.html	HTML	55 B
13.1 Lesson 13 - Data Pre-Processing - code 2.pdf.pdf	PDF	1.96 MB
13.2 Lesson 13 - Data Pre-Processing -code1.pdf.pdf	PDF	144.74 KB
2. CODES-Data Pre-Processing 1.html	HTML	1.32 KB
3. Data Pre-Processing 2.mp4	MP4	125.61 MB
3. Data Pre-Processing 2.vtt	VTT	15.13 KB
4. CODES-Data Pre-Processing 2.html	HTML	1.49 KB
5. Data Pre-Processing 3.mp4	MP4	109.2 MB
5. Data Pre-Processing 3.vtt	VTT	10.92 KB
6. CODES-Data Pre-Processing 3.html	HTML	1.5 KB
7. Data Pre-Processing 4.mp4	MP4	97.86 MB
7. Data Pre-Processing 4.vtt	VTT	10.16 KB
8. Data Pre-Processing 5.mp4	MP4	156.06 MB
8. Data Pre-Processing 5.vtt	VTT	13.32 KB
9. CODES-Data Pre-Processing 5.html	HTML	3.59 KB

16. SUPERVISED LEARNING REGRESSION

1. Linear Regression 1.mp4

MP4

74.28 MB

1. Linear Regression 1.vtt

VTT

13.33 KB

10. Linear Regression 9 - Stepwise Regression.mp4

MP4

164.05 MB

10. Linear Regression 9 - Stepwise Regression.vtt

VTT

16.64 KB

11. Linear Regression 10 - Dummy Variable.mp4

MP4

112.62 MB

11. Linear Regression 10 - Dummy Variable.vtt

VTT

13.1 KB

12. Linear Regression 11 - Non Linear.mp4

MP4

89.49 MB

12. Linear Regression 11 - Non Linear.vtt

VTT

11.65 KB

13. All Codes REGRESSION.html

HTML

81 B

13.1 All codes Regression - 4 codes.zip

Session 14 - Correlation.R	R	1.66 KB
Session 14 - Dummy Variable.R	R	760 B
Session 14 - Linear Regression.R	R	5.73 KB
Session 14 - Stepwise Regression.R	R	2.07 KB

2. Linear Regression 2.mp4

MP4

112.07 MB

2. Linear Regression 2.vtt

VTT

15.89 KB

3. Linear Regression 3.mp4

MP4

233.08 MB

3. Linear Regression 3.vtt

VTT

22.53 KB

4. Linear Regression 4.mp4

MP4

179.4 MB

4. Linear Regression 4.vtt

VTT

17.19 KB

5. Linear Regression 5.mp4

MP4

247.48 MB

5. Linear Regression 5.vtt

VTT

26.9 KB

6. Linear Regression 6.mp4

MP4

135.13 MB

6. Linear Regression 6.vtt

VTT

15.59 KB

7. Linear Regression 7 - Correlation Part 1.mp4

MP4

125.09 MB

7. Linear Regression 7 - Correlation Part 1.vtt

VTT

15.37 KB

8. Linear Regression 7 - Correlation Part 2.mp4

MP4

144.58 MB

8. Linear Regression 7 - Correlation Part 2.vtt

VTT

15.15 KB

9. Linear Regression 8 - Stepwise Regression.mp4

MP4

102.47 MB

9. Linear Regression 8 - Stepwise Regression.vtt

VTT

14.47 KB

17. Classification Overview

	1. Classification Overview.mp4	MP4	100.41 MB
	1. Classification Overview.vtt	VTT	14.81 KB

18. Logistic Regression

1. Logistics Regression Intuition.mp4	MP4	103.35 MB
1. Logistics Regression Intuition.vtt	VTT	14.35 KB
10. Logistic Regression All Codes.html	HTML	186 B
10.1 Social_Network_Ads.csv.csv	CSV	10.67 KB
10.2 Churn Data.csv.csv	CSV	125.81 KB
10.3 Lesson 16 - Logistics Regression - mtcars data.pdf.pdf	PDF	429.2 KB
10.4 Churn Model data.pdf.pdf	PDF	589.21 KB
10.5 Lesson 16 - Logistics Regression - social network data.pdf.pdf	PDF	485.45 KB
2. R Code Implementation -Part1.mp4	MP4	53.83 MB
2. R Code Implementation -Part1.vtt	VTT	5.45 KB
3. R Code Implementation -Part2.mp4	MP4	120.34 MB
3. R Code Implementation -Part2.vtt	VTT	11.33 KB
4. CODES - R Code Implementation -Part2.html	HTML	2.21 KB
5. Model Evaluation.mp4	MP4	115.29 MB
5. Model Evaluation.vtt	VTT	13.06 KB
6. CODE-Model Evaluation.html	HTML	584 B
7. Telecom Churn Case Study.mp4	MP4	247.38 MB
7. Telecom Churn Case Study.vtt	VTT	22.69 KB
8. CODES - Telecom Churn Case Study.html	HTML	3.22 KB
9. Summary.mp4	MP4	56.44 MB
9. Summary.vtt	VTT	6.77 KB

19. K-NN

1. K-NN Intuition.mp4	MP4	95.1 MB
1. K-NN Intuition.vtt	VTT	13.7 KB
2. K-NN R Code Implementation.mp4	MP4	143.62 MB
2. K-NN R Code Implementation.vtt	VTT	13.07 KB
3. CODES -K-NN R Code Implementation.html	HTML	2.4 KB
4. K-NN Case Study.mp4	MP4	177.59 MB
4. K-NN Case Study.vtt	VTT	14.11 KB
5. CODES - K-NN Case Study.html	HTML	2.38 KB
6. All Codes KNN.html	HTML	41 B
6.1 KNN - Case Study.pdf.pdf	PDF	403.6 KB
6.2 Social_Network_Ads.csv.csv	CSV	10.67 KB
6.3 KNN Codes.pdf.pdf	PDF	441.01 KB

2. INTRODUCTION TO DATA SCIENCE

1. Introduction to Business Analytics.mp4	MP4	119.82 MB
1. Introduction to Business Analytics.vtt	VTT	14.67 KB
10. How to switch your career into ML Part #2.html	HTML	5.65 KB
2. Introduction to Business Analytics.html	HTML	8.3 KB
3. Introduction to Machine Learning.mp4	MP4	129.73 MB
3. Introduction to Machine Learning.vtt	VTT	13.63 KB
4. Introduction to Machine Learning.html	HTML	10.79 KB
5. Introduction To Data Scientist.mp4	MP4	85.32 MB
5. Introduction To Data Scientist.vtt	VTT	13.85 KB
6. Introduction To Data Scientist.html	HTML	9.07 KB
7. How to switch your career into ML.mp4	MP4	130.03 MB
7. How to switch your career into ML.vtt	VTT	17.08 KB
8. How to switch your career into ML.html	HTML	7.98 KB
9. How to switch your career into ML.mp4	MP4	34.07 MB
9. How to switch your career into ML.vtt	VTT	3.59 KB

20. SVM

1. SVM - Intuition.mp4	MP4	60.2 MB
1. SVM - Intuition.vtt	VTT	9.21 KB
2. SVM - R Code Implementation.mp4	MP4	100.64 MB
2. SVM - R Code Implementation.vtt	VTT	8.53 KB
3. CODES - SVM - R Code Implementation.html	HTML	1.73 KB
4. SVM - Model Tuning.mp4	MP4	89.53 MB
4. SVM - Model Tuning.vtt	VTT	8.5 KB
5. CODES - SVM - Model Tuning.html	HTML	839 B
6. SVM - Telecom Case Study.mp4	MP4	89.44 MB
6. SVM - Telecom Case Study.vtt	VTT	7.95 KB
7. CODES - SVM - Telecom Case Study.html	HTML	1.85 KB
8. SVM - Non Separable Case and Pros and Cons.mp4	MP4	57.08 MB
8. SVM - Non Separable Case and Pros and Cons.vtt	VTT	7.58 KB
9. SVM - All Codes.html	HTML	196 B
9.1 Lesson 18 - SVM - casestudy.pdf.pdf	PDF	440.1 KB
9.2 Lesson 18 - SVM - chunt.pdf.pdf	PDF	343.06 KB
9.3 Social_Network_Ads.csv.csv	CSV	10.67 KB
9.4 Lesson 18 - SVM - iris.pdf.pdf	PDF	292.53 KB

21. Naive Bayes

1. Naive Bayes - Intuition.mp4	MP4	143.85 MB
1. Naive Bayes - Intuition.vtt	VTT	19.81 KB
2. Naive Bayes - R Code Implementation.mp4	MP4	98.94 MB
2. Naive Bayes - R Code Implementation.vtt	VTT	8.06 KB
3. Naive Bayes - Case Study.mp4	MP4	80.19 MB
3. Naive Bayes - Case Study.vtt	VTT	7.26 KB
4. Naive Bayes - Codes.html	HTML	252 B
4.1 Naive_Bayes-Case Study.pdf.pdf	PDF	146.12 KB
4.2 Loan Default.csv.csv	CSV	48.74 KB
4.3 Social_Network_Ads.csv.csv	CSV	10.67 KB
4.4 Naive_Bayes codes.pdf.pdf	PDF	446.71 KB

22. Decision Tree

1. Decision Tree Intuition.mp4	MP4	110.92 MB
1. Decision Tree Intuition.vtt	VTT	15.06 KB
2. Decision Tree -How it works.mp4	MP4	68.67 MB
2. Decision Tree -How it works.vtt	VTT	7.78 KB
3. Decision Tree - R Code Implementation.mp4	MP4	135.2 MB
3. Decision Tree - R Code Implementation.vtt	VTT	14.37 KB
4. Decision Tree Pruning.mp4	MP4	166.38 MB
4. Decision Tree Pruning.vtt	VTT	12.85 KB
5. Decision Tree Case Study.mp4	MP4	129.87 MB
5. Decision Tree Case Study.vtt	VTT	14.84 KB
6. Decision Tree - All Codes.html	HTML	207 B
6.1 Churn Data.csv.csv	CSV	108.26 KB
6.2 Decision Tree - codes.pdf.pdf	PDF	1.04 MB

23. Random Forest

1. Random Forest - Intuition.mp4

MP4

81.88 MB

1. Random Forest - Intuition.vtt

VTT

12.37 KB

2. Random Forest -R Code Implementation.mp4

MP4

54.3 MB

2. Random Forest -R Code Implementation.vtt

VTT

5.18 KB

3. Random Forest - Case Study.mp4

MP4

96.55 MB

3. Random Forest - Case Study.vtt

VTT

10.75 KB

4. Codes & Data Sets - Random Forest.html

HTML

86 B

4.1 all codes random forest 2 codes.zip

	Session 21 - Random_Forest_Loan.R	R	1.43 KB
	Session 21 - Random_Forest_iris.R	R	732 B

24. Capstone Project - Titanic Survival

1. Capstone Project -Introduction.mp4

MP4

101.41 MB

1. Capstone Project -Introduction.vtt

VTT

10.83 KB

10. Capstone Project - Random Forest.mp4

MP4

27.5 MB

10. Capstone Project - Random Forest.vtt

VTT

3.17 KB

11. All Codes and Data Set - Titanic Survival Project.html

HTML

77 B

11.1 All Codes Capstone Project -Titanic Survival.zip

Session 22 - Titanic Survival - First Prediction.R	R	1.65 KB
Session 22 - Titanic Survival - SVM.R	R	477 B
Session 22 - Titanic Survival -Data Exploration.R	R	2.38 KB
Session 22 - Titanic Survival -Data Preparation.R	R	2.07 KB
Session 22 - Titanic Survival -Decision Tree.R	R	3.8 KB
Session 22 - Titanic Survival -Feature Engineering.R	R	1.92 KB
Session 22 - Titanic Survival -Random Forest.R	R	1.47 KB
Session 22 - Titanic Survival -logit.R	R	3.82 KB

2. Capstone Project - Data Understanding.mp4

MP4

59.01 MB

2. Capstone Project - Data Understanding.vtt

VTT

4.84 KB

3. Capstone Project - Lazy Predictor.mp4

MP4

67.42 MB

3. Capstone Project - Lazy Predictor.vtt

VTT

7.15 KB

4. Capstone Project - Data Preparation.mp4

MP4

72.51 MB

4. Capstone Project - Data Preparation.vtt

VTT

6.52 KB

5. Capstone Project - Data Exploration.mp4

MP4

52.27 MB

5. Capstone Project - Data Exploration.vtt

VTT

4.57 KB

6. Capstone Project - Feature Engineering.mp4

MP4

79.38 MB

6. Capstone Project - Feature Engineering.vtt

VTT

7.74 KB

7. Capstone Project - Logistics Regression.mp4

MP4

193.53 MB

7. Capstone Project - Logistics Regression.vtt

VTT

16.25 KB

8. Capstone Project - Logistics Regression 2.mp4

MP4

47.41 MB

8. Capstone Project - Logistics Regression 2.vtt

VTT

3.96 KB

9. Capstone Project - Decision Tree.mp4

MP4

206.18 MB

9. Capstone Project - Decision Tree.vtt

VTT

17.78 KB

25. K-Mean Clustering

1. Unsupervised Learning Introduction.mp4

MP4

40.56 MB

1. Unsupervised Learning Introduction.vtt

VTT

6.33 KB

2. K-Mean Clustering Intuition.mp4

MP4

148.43 MB

2. K-Mean Clustering Intuition.vtt

VTT

20.08 KB

3. K-Mean Clustering R Code Implementation.mp4

MP4

174.02 MB

3. K-Mean Clustering R Code Implementation.vtt

VTT

16 KB

4. K-Mean Clustering Case Study.mp4

MP4

112.73 MB

4. K-Mean Clustering Case Study.vtt

VTT

12.53 KB

5. All Codes K-Mean Clustering.html

HTML

71 B

5.1 All Codes K-Mean Clustering.zip

Mall_Customers.csv	CSV	4.19 KB
Session 23 - K-Mean Clustering.R	R	2.34 KB
Session 23 - KMean Case Study.R	R	1.07 KB

26. Hierarchical Clustering

1. Hierarchical Clustering Intuition.mp4

MP4

79.46 MB

1. Hierarchical Clustering Intuition.vtt

VTT

13.27 KB

2. Hierarchical Clustering R Code Implementation.mp4

MP4

168.4 MB

2. Hierarchical Clustering R Code Implementation.vtt

VTT

17.84 KB

3. Hierarchical Clustering Case Study.mp4

MP4

73.24 MB

3. Hierarchical Clustering Case Study.vtt

VTT

7.68 KB

4. All Codes - Hierarchical Clustering.html

HTML

73 B

4.1 All Codes - Hierarchical CLustering.zip

Mall_Customers.csv	CSV	4.19 KB
Session 24 - Hierarchical Clustering- Case Study.R	R	920 B
Session 24 - Hierarchical Clustering.R	R	1.86 KB

27. DBScan Clustering

1. DBScan Clustering -Intuition and R Code.mp4

MP4

100.44 MB

1. DBScan Clustering -Intuition and R Code.vtt

VTT

12.15 KB

2. DBScan Clustering - Case Study.mp4

MP4

85.77 MB

2. DBScan Clustering - Case Study.vtt

VTT

9.34 KB

3. All codes - DBScan Clustering.html

HTML

73 B

3.1 All Codes DBScan Clustering.zip

	Session 25 - DBScan Clustering Case Study.R	R	565 B
	Session 25 - DBScan Clustering.R	R	700 B

28. Principal Component Analysis (PCA)

1. PCA - Intuition.mp4

MP4

80.14 MB

1. PCA - Intuition.vtt

VTT

12.58 KB

2. PCA - R Code Implementation.mp4

MP4

181.91 MB

2. PCA - R Code Implementation.vtt

VTT

17.78 KB

3. PCA - Case Study.mp4

MP4

171.79 MB

3. PCA - Case Study.vtt

VTT

18.46 KB

4. All Codes - PCA.html

HTML

122 B

4.1 All codes Principal Component Analysis.zip

Session 26 - PCA-MTCARS.R	R	3.06 KB
Session 26 - PCA-Wine.R	R	844 B
Wine.csv	CSV	11.19 KB

29. Association Rule Mining

1. Association Rule Mining -Introduction.mp4

MP4

159.47 MB

1. Association Rule Mining -Introduction.vtt

VTT

16.17 KB

2. Association Rule Mining -R Code Implementation.mp4

MP4

111.87 MB

2. Association Rule Mining -R Code Implementation.vtt

VTT

11.14 KB

3. Association Rule Mining - Pre-Processing.mp4

MP4

71.76 MB

3. Association Rule Mining - Pre-Processing.vtt

VTT

7.33 KB

4. Association Rule Mining - Case Study.mp4

MP4

204.13 MB

4. Association Rule Mining - Case Study.vtt

VTT

19.6 KB

5. All Codes - Association Rule Mining.html

HTML

80 B

5.1 All Codes Association Rule Mining - 5 codes.zip

Market_Basket_Optimisation.csv	CSV	295.81 KB
Session 27 - Apriori.R	R	510 B
Session 27 - Market Basket Analysis.R	R	2.99 KB
Session 27 - Transforming into Transactions.R	R	1.21 KB
Walmart_MBA.csv	CSV	763.7 KB

3. Course Curriculum Overview

	1. What We are Going to Discuss Over the Course.mp4	MP4	218.63 MB
	1. What We are Going to Discuss Over the Course.vtt	VTT	218.64 MB

30. Capstone Project - Big Mart Sell

1. Big Mart Sale - Data Structure.mp4

MP4

112.05 MB

1. Big Mart Sale - Data Structure.vtt

VTT

17.08 KB

2. Big Mart Sale - Univariate Analysis.mp4

MP4

105.02 MB

2. Big Mart Sale - Univariate Analysis.vtt

VTT

11.25 KB

3. Big Mart Sale - Bi-Variate Analysis.mp4

MP4

83.43 MB

3. Big Mart Sale - Bi-Variate Analysis.vtt

VTT

6.98 KB

4. Big Mart Sale - Fetature Engineering.mp4

MP4

144.57 MB

4. Big Mart Sale - Fetature Engineering.vtt

VTT

13.48 KB

5. Big Mart Sale - Pre-Processing.mp4

MP4

235.09 MB

5. Big Mart Sale - Pre-Processing.vtt

VTT

20.86 KB

6. Big Mart Sale - Model Building & Evaluation.mp4

MP4

201.04 MB

6. Big Mart Sale - Model Building & Evaluation.vtt

VTT

19.92 KB

7. Capstone Project - Big Mart Sell All Codes.html

HTML

89 B

7.1 Big Mart Sale 4

Big Mart Sale_Final.R	R	15.82 KB
SampleSubmission_TmnO39y.csv	CSV	83.27 KB
Test_u94Q5KV.csv	CSV	515.34 KB
Train_UWu5bXk.csv	CSV	849.16 KB

31. Model Deployment

1. Model Deployment - Workflow.mp4	MP4	71.35 MB
1. Model Deployment - Workflow.vtt	VTT	9.96 KB
2. Model Deployment - Pre Requisite.mp4	MP4	99.07 MB
2. Model Deployment - Pre Requisite.vtt	VTT	9.37 KB
3. Model Deployment - Steps To Follow.mp4	MP4	199.42 MB
3. Model Deployment - Steps To Follow.vtt	VTT	18.76 KB
4. Model Deployment - Azure ML DEMO.mp4	MP4	127.54 MB
4. Model Deployment - Azure ML DEMO.vtt	VTT	11.05 KB

32. Bonus Section - $997 Value Inside

1. All Bonus - Interview Preparation + PDF + Private Group.html

HTML

2.11 KB

4. INTRODUCTION TO R

1. Introduction to R.mp4	MP4	143.92 MB
1. Introduction to R.vtt	VTT	15.54 KB
2. Introduction to R.html	HTML	8.2 KB
3. Setting up R.mp4	MP4	124.3 MB
3. Setting up R.vtt	VTT	11.48 KB

5. R Programming

1. R Programming - R Operator.mp4	MP4	132.48 MB
1. R Programming - R Operator.vtt	VTT	13.94 KB
10. All Codes R Programming Study Note.html	HTML	8.93 KB
10.1 R-Programming-Codes.pdf.pdf	PDF	1.16 MB
2. R Conditional Statement & Loop.mp4	MP4	90.77 MB
2. R Conditional Statement & Loop.vtt	VTT	12.01 KB
2.1 R-Programming-conditional statement and loop.pdf.pdf	PDF	147.53 KB
3. R Conditional Statement & Loop Study Note.html	HTML	8.5 KB
3.1 R-Programming-conditional statement and loop.pdf.pdf	PDF	147.53 KB
4. R Programming - R Function.mp4	MP4	128.43 MB
4. R Programming - R Function.vtt	VTT	13.21 KB
5. R Programming - Function in R Study Note #1.html	HTML	9.36 KB
5.1 R-Programming-Function-in-R-Study-Note.pdf.pdf	PDF	149.46 KB
6. R Programming - R Function #2.mp4	MP4	111.19 MB
6. R Programming - R Function #2.vtt	VTT	10.51 KB
7. R Programming - R Function #2.html	HTML	7.1 KB
7.1 11-R-Programming-R-Function-Study-Note 2.pdf.pdf	PDF	119.09 KB
8. R Programming - R Function #3.mp4	MP4	49.28 MB
8. R Programming - R Function #3.vtt	VTT	6.32 KB
9. R Programming - R Function #3.html	HTML	5.17 KB

6. R Data Structure

1. R Data Structure - Vector.mp4	MP4	105.48 MB
1. R Data Structure - Vector.vtt	VTT	12.1 KB
10. R Data Structure - Factor.mp4	MP4	54.28 MB
10. R Data Structure - Factor.vtt	VTT	3.92 KB
11. R Data Structure - Factor Study Notes.html	HTML	5.77 KB
11.1 16.R-Data-Structure-Factor.pdf.pdf	PDF	76.33 KB
12. Codes - Factor.html	HTML	1.28 KB
13. R Data Structure - List.mp4	MP4	60.78 MB
13. R Data Structure - List.vtt	VTT	6.65 KB
14. List - Study Note.html	HTML	5.07 KB
14.1 17-R-Data-Structure-List.pdf.pdf	PDF	86.4 KB
15. Code - List.html	HTML	956 B
16. All Code R Data Structure.html	HTML	7.89 KB
16.1 R-Data-Structure-CODES.pdf.pdf	PDF	825.89 KB
2. Vector Study Note.html	HTML	6.74 KB
2.1 Data-Structure-Vector-Study-Note.pdf.pdf	PDF	323.46 KB
3. All Code - Vector.html	HTML	1.73 KB
4. Matrix, Array and Data Frame.mp4	MP4	150.36 MB
4. Matrix, Array and Data Frame.vtt	VTT	15.19 KB
5. Matrix, Array and Data Frame - Study Note.html	HTML	6.86 KB
6. CODES - Matrix, Array and Data Frame.html	HTML	1.89 KB
7. Code - Data Frame Part #2.html	HTML	1.38 KB
8. A Deep Drive to R Data Frame.mp4	MP4	140.76 MB
8. A Deep Drive to R Data Frame.vtt	VTT	13.1 KB
9. A Deep Drive to R Data Frame - Study Note.html	HTML	4.47 KB
9.1 A-deep-drive-into-data-frames-Study-Notes 3.pdf.pdf	PDF	298.22 KB

7. Import and Export in R

1. Import CSV Data in R.mp4	MP4	87.45 MB
1. Import CSV Data in R.vtt	VTT	9.59 KB
10. Export Data in R - CSV & Excel.mp4	MP4	41.25 MB
10. Export Data in R - CSV & Excel.vtt	VTT	4.23 KB
10.1 Newmtcars.xlsx.xlsx	XLSX	5.16 KB
11. Export Data in R - Text,CSV & Excel Study Note.html	HTML	2.48 KB
12. All Code Import and Export in R.html	HTML	3.22 KB
12.1 Import-Export-Code.docx.docx	DOCX	14.19 KB
12.2 hotdog.txt.txt	TXT	825 B
12.3 NewHotdog.txt.txt	TXT	1.17 KB
12.4 my_df.csv.csv	CSV	226 B
12.5 titanic_train.csv.csv	CSV	59.76 KB
12.6 Newmtcars.xlsx.xlsx	XLSX	5.16 KB
12.7 urbanpop.xlsx.xlsx	XLSX	123.07 KB
2. Import CSV Data in R study note.html	HTML	2.74 KB
2.1 titanic-train.csv.csv	CSV	59.76 KB
3. Code - Import CSV Data in R.html	HTML	631 B
4. Import Text Data in R.mp4	MP4	32.71 MB
4. Import Text Data in R.vtt	VTT	3.34 KB
5. Import Text Data in R STUDY NOTE.html	HTML	2.06 KB
5.1 NewHotdog.txt.txt	TXT	1.17 KB
6. CODE - Import Text Data in R.html	HTML	246 B
7. Import Excel, Web Data in R.mp4	MP4	148.98 MB
7. Import Excel, Web Data in R.vtt	VTT	12.58 KB
7.1 urbanpop.xlsx.xlsx	XLSX	123.07 KB
8. Import Excel, Web Data in R STUDY NOTE.html	HTML	2.43 KB
9. Export Data in R - Text.mp4	MP4	21.71 MB
9. Export Data in R - Text.vtt	VTT	2.7 KB

8. Data Manipulation

1. Data Manipulation - Apply Function.mp4	MP4	115.14 MB
1. Data Manipulation - Apply Function.vtt	VTT	12.57 KB
10. Data Manipulation - group by.mp4	MP4	98.04 MB
10. Data Manipulation - group by.vtt	VTT	8.26 KB
11. Group By Function Study Note.html	HTML	1.9 KB
12. Data Manipulation - Date.mp4	MP4	108.57 MB
12. Data Manipulation - Date.vtt	VTT	9.95 KB
13. Data Manipulation - Date with R STUDY NOTE.html	HTML	2.58 KB
14. All Code Data Manipulation.html	HTML	15.81 KB
14.1 Data-Manipulation.docx.docx	DOCX	22.26 KB
2. Data Manipulation - Apply Function STUDY NOTE.html	HTML	8.34 KB
3. Data Manipulation - select.mp4	MP4	127.84 MB
3. Data Manipulation - select.vtt	VTT	11.5 KB
4. Data Manipulation - mutate.mp4	MP4	186.27 MB
4. Data Manipulation - mutate.vtt	VTT	14.23 KB
5. Data Manipulation - filter.mp4	MP4	186.13 MB
5. Data Manipulation - filter.vtt	VTT	14.09 KB
6. Data Manipulation - arrange.mp4	MP4	108.22 MB
6. Data Manipulation - arrange.vtt	VTT	9.05 KB
7. mutate(),filter(),arrange() Function Study Note.html	HTML	5.6 KB
8. Data Manipulation - Pipe Operator.mp4	MP4	132.8 MB
8. Data Manipulation - Pipe Operator.vtt	VTT	10.43 KB
9. Pipe operator Study Note.html	HTML	3.91 KB

9. Data Visualization

1. Introduction to Data Visualization & Scatter Plot.mp4	MP4	120.74 MB
1. Introduction to Data Visualization & Scatter Plot.vtt	VTT	11.17 KB
10. Data Visualization - Line Chart Study Note.html	HTML	2.4 KB
11. Data Visualization - Bar Plot.mp4	MP4	70.43 MB
11. Data Visualization - Bar Plot.vtt	VTT	7.36 KB
12. Data Visualization - Bar Plot STUDY NOTE.html	HTML	2.41 KB
13. Data Visualization - Pie Chart.mp4	MP4	66 MB
13. Data Visualization - Pie Chart.vtt	VTT	6.98 KB
14. Data Visualization - Pie Chart STUDY NOTE.html	HTML	2.25 KB
15. Data Visualization - Histogram.mp4	MP4	77.98 MB
15. Data Visualization - Histogram.vtt	VTT	7.36 KB
16. Data Visualization - Histogram STUDY NOTE.html	HTML	2.8 KB
17. Data Visualization - Density Plot.mp4	MP4	24.72 MB
17. Data Visualization - Density Plot.vtt	VTT	2.46 KB
18. Data Visualization - Density Plot STUDY NOTE.html	HTML	1.47 KB
19. Data Visualization - Box Plot.mp4	MP4	50.61 MB
19. Data Visualization - Box Plot.vtt	VTT	5.14 KB
2. Data Visualization - Scatter Plot Study Note.html	HTML	4.11 KB
20. Data Visualization - Box Plot STUDY NOTE.html	HTML	2.04 KB
21. Data Visualization - Mosaic Plot and Heat Map.mp4	MP4	78.27 MB
21. Data Visualization - Mosaic Plot and Heat Map.vtt	VTT	8.08 KB
22. Data Visualization - Mosaic Plot and Heat Map SYUDY NOTE.html	HTML	2.89 KB
23. Data Visualization - 3D Plot.mp4	MP4	118.51 MB
23. Data Visualization - 3D Plot.vtt	VTT	10.42 KB
24. Data Visualization - 3D Plot STUDY NOTE.html	HTML	3.3 KB
25. Correlation Plot and Word Cloud.mp4	MP4	105.76 MB
25. Correlation Plot and Word Cloud.vtt	VTT	9.6 KB
26. Data Visualization - Word Cloud STUDY NOTE.html	HTML	2.9 KB
27. Data Visualization - ggplot2 Part 1.mp4	MP4	127.01 MB
27. Data Visualization - ggplot2 Part 1.vtt	VTT	14.19 KB
28. Data Visualization - ggplot2 Part 2.mp4	MP4	88.09 MB
28. Data Visualization - ggplot2 Part 2.vtt	VTT	7.75 KB
29. PART 2 Data Visualization - ggplot2.html	HTML	4.03 KB
3. Data Visualization - mfrow.mp4	MP4	84.38 MB
3. Data Visualization - mfrow.vtt	VTT	7.97 KB
30. Data Visualization - ggplot2 Part 3.mp4	MP4	156.47 MB
30. Data Visualization - ggplot2 Part 3.vtt	VTT	15.51 KB
31. PART 3 Data Visualization - ggplot2.html	HTML	3.83 KB
32. All Code Data Visualization.html	HTML	21.17 KB
32.1 data-visualization-codes-pdf.pdf.pdf	PDF	2.4 MB
33. Par Function Code.html	HTML	2.03 MB
33.1 par function.docx.docx	DOCX	7.27 KB
4. Data Visualization - mfrow Study Note.html	HTML	2.71 KB
5. Data Visualization - pch.mp4	MP4	140.17 MB
5. Data Visualization - pch.vtt	VTT	11.75 KB
6. Data Visualization - pch Study Note.html	HTML	2.22 KB
7. Data Visualization - Color.mp4	MP4	12.13 MB
7. Data Visualization - Color.vtt	VTT	1.22 KB
8. Data Visualization - Color Study Note.html	HTML	931 B
9. Data Visualization - Line Chart.mp4	MP4	34.97 MB
9. Data Visualization - Line Chart.vtt	VTT	3.05 KB

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[UDEMY]Data Science Science R Programming ,Data analysis, Data Visualization, Data Science: Data Pre-processing

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