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急流のための詳細: [FreeCourseSite.com] Udemy - Data Science Masterclass With R! 4 Projects+8 Case Studies

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トレントハッシュ:0AB6BFC402BC2026FDBADD36EF106C3E25A44A6B
ファイルの数:479
コンテンツサイズ:17.45 GB
上で作成:2019-06-19
キーワード:

FreeCourseSite

com

Udemy

Data

Science

Masterclass

With

R!

4

Projects

8

Case

Studies
リンク:
ファイル名コンテンツサイズ
1. Meet Your Instructor/1. Meet Your Instructor.mp4 20.63 MB
1. Meet Your Instructor/1. Meet Your Instructor.vtt 2.88 KB
1. Meet Your Instructor/2. Course Curriculum Overview.html 91 bytes
1. Meet Your Instructor/2.1 Data Science - Course Carriculum Udemy.xlsx.xlsx 22.53 KB
1. Meet Your Instructor/3. Join Our Private Facebook and Telegram Group ($497 Value).html 1.50 KB
10. Introduction To Statistics/1. Intro To Stat - Part 1.mp4 113.91 MB
10. Introduction To Statistics/1. Intro To Stat - Part 1.vtt 14.44 KB
10. Introduction To Statistics/10. Introduction To Statistic - Part 5 STUDY NOTE.html 4.68 KB
10. Introduction To Statistics/11. Intro To Stat - Part 6.mp4 73.20 MB
10. Introduction To Statistics/11. Intro To Stat - Part 6.vtt 8.75 KB
10. Introduction To Statistics/12. Intro To Stat - Part 7.mp4 168.77 MB
10. Introduction To Statistics/12. Intro To Stat - Part 7.vtt 16.23 KB
10. Introduction To Statistics/13. Introduction To Statistic - Part 7 STUDY NOTE.html 3.68 KB
10. Introduction To Statistics/14. Intro To Stat - Part 8.mp4 121.22 MB
10. Introduction To Statistics/14. Intro To Stat - Part 8.vtt 11.38 KB
10. Introduction To Statistics/15. Introduction To Statistic - Part 8 STUDY NOTE.html 1.79 KB
10. Introduction To Statistics/16. Intro To Stat - Part 9.mp4 113.53 MB
10. Introduction To Statistics/16. Intro To Stat - Part 9.vtt 10.78 KB
10. Introduction To Statistics/17. Introduction To Statistic - Part 9 STUDY NOTE.html 8.31 KB
10. Introduction To Statistics/18. Intro To Stat - Part 10.mp4 149.33 MB
10. Introduction To Statistics/18. Intro To Stat - Part 10.vtt 15.23 KB
10. Introduction To Statistics/19. Introduction To Statistic - Part 10 STUDY NOTE.html 1.36 KB
10. Introduction To Statistics/2. Introduction To Statistic - Part 1 STUDY NOTE.html 9.37 KB
10. Introduction To Statistics/20. Intro To Stat - Part 11.mp4 71.95 MB
10. Introduction To Statistics/20. Intro To Stat - Part 11.vtt 7.43 KB
10. Introduction To Statistics/21. Introduction To Statistics - All Codes.html 7.86 KB
10. Introduction To Statistics/21.1 Introduction-to-Statistics-codes-word-version.docx.docx 18.53 KB
10. Introduction To Statistics/21.2 Intro-To-Statistic.pdf.pdf 58.18 KB
10. Introduction To Statistics/3. Intro To Stat - Part 2.mp4 75.97 MB
10. Introduction To Statistics/3. Intro To Stat - Part 2.vtt 9.50 KB
10. Introduction To Statistics/4. Introduction To Statistic - Part 2 STUDY NOTE.html 8.79 KB
10. Introduction To Statistics/5. Intro To Stat - Part 3.mp4 132.17 MB
10. Introduction To Statistics/5. Intro To Stat - Part 3.vtt 15.67 KB
10. Introduction To Statistics/6. Introduction To Statistic - Part 3 STUDY NOTE.html 4.71 KB
10. Introduction To Statistics/7. Intro To Stat - Part 4.mp4 31.96 MB
10. Introduction To Statistics/7. Intro To Stat - Part 4.vtt 4.27 KB
10. Introduction To Statistics/8. Part 4 Introduction To Statistic STUDY NOTE.html 3.11 KB
10. Introduction To Statistics/9. Intro To Stat - Part 5.mp4 130.94 MB
10. Introduction To Statistics/9. Intro To Stat - Part 5.vtt 16.26 KB
11. HYPOTHESIS Testing -1/1. Hypothesys Testing - Part 1.mp4 73.40 MB
11. HYPOTHESIS Testing -1/1. Hypothesys Testing - Part 1.vtt 11.13 KB
11. HYPOTHESIS Testing -1/2. Hypothesys Testing in Practice - Part 1 STUDY NOTE.html 3.18 KB
11. HYPOTHESIS Testing -1/3. Hypothesys Testing - Part 2.mp4 112.47 MB
11. HYPOTHESIS Testing -1/3. Hypothesys Testing - Part 2.vtt 12.55 KB
11. HYPOTHESIS Testing -1/4. Hypothesys Testing - Part 2 STUDY NOTES.html 3.30 KB
11. HYPOTHESIS Testing -1/5. Hypothesys Testing - Part 3.mp4 115.43 MB
11. HYPOTHESIS Testing -1/5. Hypothesys Testing - Part 3.vtt 115.44 MB
11. HYPOTHESIS Testing -1/6. Hypothesys Testing - Part 4.mp4 54.41 MB
11. HYPOTHESIS Testing -1/6. Hypothesys Testing - Part 4.vtt 6.28 KB
11. HYPOTHESIS Testing -1/7. Hypothesys Testing - Part 4 STUDY NOTES.html 721 bytes
12. Hypothesis Testing in Practice/1. Hypothesys Testing in Practice - Part 1.mp4 156.99 MB
12. Hypothesis Testing in Practice/1. Hypothesys Testing in Practice - Part 1.vtt 16.18 KB
12. Hypothesis Testing in Practice/10. Chi Square -Part 1.mp4 102.67 MB
12. Hypothesis Testing in Practice/10. Chi Square -Part 1.vtt 11.62 KB
12. Hypothesis Testing in Practice/11. Chi Square -Part 1 STUDY NOTE.html 629 bytes
12. Hypothesis Testing in Practice/12. Chi Square -Part 2.mp4 133.55 MB
12. Hypothesis Testing in Practice/12. Chi Square -Part 2.vtt 16.36 KB
12. Hypothesis Testing in Practice/13. Chi Square -Part 2 STUDY NOTE.html 1.04 KB
12. Hypothesis Testing in Practice/14. ANOVA - Part 1.mp4 113.62 MB
12. Hypothesis Testing in Practice/14. ANOVA - Part 1.vtt 13.68 KB
12. Hypothesis Testing in Practice/15. ANOVA 1 STUDY NOTE.html 1.83 KB
12. Hypothesis Testing in Practice/16. ANOVA - Part 2.mp4 163.06 MB
12. Hypothesis Testing in Practice/16. ANOVA - Part 2.vtt 15.38 KB
12. Hypothesis Testing in Practice/17. What we discussed in the chapter so far - Summary of the Chapter.mp4 52.25 MB
12. Hypothesis Testing in Practice/17. What we discussed in the chapter so far - Summary of the Chapter.vtt 5.81 KB
12. Hypothesis Testing in Practice/18. All Codes Hypothesis Testing in Practice.html 6.71 KB
12. Hypothesis Testing in Practice/18.1 hypo 10.docx.docx 13.34 KB
12. Hypothesis Testing in Practice/2. Hypothesys Testing in Practice - Part 1 STUDY NOTE.html 1.56 KB
12. Hypothesis Testing in Practice/3. Hypothesys Testing in Practice - Part 2.mp4 116.51 MB
12. Hypothesis Testing in Practice/3. Hypothesys Testing in Practice - Part 2.vtt 10.28 KB
12. Hypothesis Testing in Practice/4. Hypothesys Testing in Practice - Part 3.mp4 161.21 MB
12. Hypothesis Testing in Practice/4. Hypothesys Testing in Practice - Part 3.vtt 15.40 KB
12. Hypothesis Testing in Practice/5. Hypothesys Testing in Practice - Part 3 STUDY NOTE.html 2.63 KB
12. Hypothesis Testing in Practice/6. Hypothesys Testing in Practice - Part 4.mp4 125.39 MB
12. Hypothesis Testing in Practice/6. Hypothesys Testing in Practice - Part 4.vtt 13.08 KB
12. Hypothesis Testing in Practice/7. Hypothesys Testing in Practice - Part 5.mp4 100.99 MB
12. Hypothesis Testing in Practice/7. Hypothesys Testing in Practice - Part 5.vtt 11.53 KB
12. Hypothesis Testing in Practice/8. Hypothesys Testing in Practice - Part 5 STUDY NOTE.html 2.16 KB
12. Hypothesis Testing in Practice/9. Hypothesys Testing in Practice - Part 6.mp4 147.56 MB
12. Hypothesis Testing in Practice/9. Hypothesys Testing in Practice - Part 6.vtt 15.43 KB
13. Machine Learning Toolbox/1. Machine Learning Toolbox - Part 1.mp4 93.96 MB
13. Machine Learning Toolbox/1. Machine Learning Toolbox - Part 1.vtt 15.01 KB
13. Machine Learning Toolbox/2. Machine Learning Toolbox - Part 2.mp4 73.45 MB
13. Machine Learning Toolbox/2. Machine Learning Toolbox - Part 2.vtt 13.45 KB
14. Business Use Case Understaing/1. Business Case Understanding.mp4 92.75 MB
14. Business Use Case Understaing/1. Business Case Understanding.vtt 14.60 KB
15. Data Pre-Processing/1. Data Pre-Processing 1.mp4 136.53 MB
15. Data Pre-Processing/1. Data Pre-Processing 1.vtt 15.88 KB
15. Data Pre-Processing/10. Data Pre-Processing 6.mp4 43.64 MB
15. Data Pre-Processing/10. Data Pre-Processing 6.vtt 8.05 KB
15. Data Pre-Processing/11. Data Pre-Processing 7.mp4 145.96 MB
15. Data Pre-Processing/11. Data Pre-Processing 7.vtt 16.15 KB
15. Data Pre-Processing/12. CODES-Data Pre-Processing 7.html 2.01 KB
15. Data Pre-Processing/13. Data Pre-processing Codes.html 55 bytes
15. Data Pre-Processing/13.1 Lesson 13 - Data Pre-Processing - code 2.pdf.pdf 1.96 MB
15. Data Pre-Processing/13.2 Lesson 13 - Data Pre-Processing -code1.pdf.pdf 144.74 KB
15. Data Pre-Processing/2. CODES-Data Pre-Processing 1.html 1.32 KB
15. Data Pre-Processing/3. Data Pre-Processing 2.mp4 125.61 MB
15. Data Pre-Processing/3. Data Pre-Processing 2.vtt 15.13 KB
15. Data Pre-Processing/4. CODES-Data Pre-Processing 2.html 1.49 KB
15. Data Pre-Processing/5. Data Pre-Processing 3.mp4 109.20 MB
15. Data Pre-Processing/5. Data Pre-Processing 3.vtt 10.92 KB
15. Data Pre-Processing/6. CODES-Data Pre-Processing 3.html 1.50 KB
15. Data Pre-Processing/7. Data Pre-Processing 4.mp4 97.86 MB
15. Data Pre-Processing/7. Data Pre-Processing 4.vtt 10.16 KB
15. Data Pre-Processing/8. Data Pre-Processing 5.mp4 156.06 MB
15. Data Pre-Processing/8. Data Pre-Processing 5.vtt 13.32 KB
15. Data Pre-Processing/9. CODES-Data Pre-Processing 5.html 3.59 KB
16. SUPERVISED LEARNING REGRESSION/1. Linear Regression 1.mp4 74.28 MB
16. SUPERVISED LEARNING REGRESSION/1. Linear Regression 1.vtt 13.33 KB
16. SUPERVISED LEARNING REGRESSION/10. Linear Regression 9 - Stepwise Regression.mp4 164.05 MB
16. SUPERVISED LEARNING REGRESSION/10. Linear Regression 9 - Stepwise Regression.vtt 16.64 KB
16. SUPERVISED LEARNING REGRESSION/11. Linear Regression 10 - Dummy Variable.mp4 112.62 MB
16. SUPERVISED LEARNING REGRESSION/11. Linear Regression 10 - Dummy Variable.vtt 13.10 KB
16. SUPERVISED LEARNING REGRESSION/12. Linear Regression 11 - Non Linear.mp4 89.49 MB
16. SUPERVISED LEARNING REGRESSION/12. Linear Regression 11 - Non Linear.vtt 11.65 KB
16. SUPERVISED LEARNING REGRESSION/13. All Codes REGRESSION.html 81 bytes
16. SUPERVISED LEARNING REGRESSION/13.1 All codes Regression - 4 codes.zip.zip 4.38 KB
16. SUPERVISED LEARNING REGRESSION/2. Linear Regression 2.mp4 112.07 MB
16. SUPERVISED LEARNING REGRESSION/2. Linear Regression 2.vtt 15.89 KB
16. SUPERVISED LEARNING REGRESSION/3. Linear Regression 3.mp4 233.08 MB
16. SUPERVISED LEARNING REGRESSION/3. Linear Regression 3.vtt 22.53 KB
16. SUPERVISED LEARNING REGRESSION/4. Linear Regression 4.mp4 179.40 MB
16. SUPERVISED LEARNING REGRESSION/4. Linear Regression 4.vtt 17.19 KB
16. SUPERVISED LEARNING REGRESSION/5. Linear Regression 5.mp4 247.48 MB
16. SUPERVISED LEARNING REGRESSION/5. Linear Regression 5.vtt 26.90 KB
16. SUPERVISED LEARNING REGRESSION/6. Linear Regression 6.mp4 135.13 MB
16. SUPERVISED LEARNING REGRESSION/6. Linear Regression 6.vtt 15.59 KB
16. SUPERVISED LEARNING REGRESSION/7. Linear Regression 7 - Correlation Part 1.mp4 125.09 MB
16. SUPERVISED LEARNING REGRESSION/7. Linear Regression 7 - Correlation Part 1.vtt 15.37 KB
16. SUPERVISED LEARNING REGRESSION/8. Linear Regression 7 - Correlation Part 2.mp4 144.58 MB
16. SUPERVISED LEARNING REGRESSION/8. Linear Regression 7 - Correlation Part 2.vtt 15.15 KB
16. SUPERVISED LEARNING REGRESSION/9. Linear Regression 8 - Stepwise Regression.mp4 102.47 MB
16. SUPERVISED LEARNING REGRESSION/9. Linear Regression 8 - Stepwise Regression.vtt 14.47 KB
17. Classification Overview/1. Classification Overview.mp4 100.41 MB
17. Classification Overview/1. Classification Overview.vtt 14.81 KB
18. Logistic Regression/1. Logistics Regression Intuition.mp4 103.35 MB
18. Logistic Regression/1. Logistics Regression Intuition.vtt 14.35 KB
18. Logistic Regression/10. Logistic Regression All Codes.html 186 bytes
18. Logistic Regression/10.1 Social_Network_Ads.csv.csv 10.67 KB
18. Logistic Regression/10.2 Churn Data.csv.csv 125.81 KB
18. Logistic Regression/10.3 Lesson 16 - Logistics Regression - mtcars data.pdf.pdf 429.20 KB
18. Logistic Regression/10.4 Churn Model data.pdf.pdf 589.21 KB
18. Logistic Regression/10.5 Lesson 16 - Logistics Regression - social network data.pdf.pdf 485.45 KB
18. Logistic Regression/2. R Code Implementation -Part1.mp4 53.83 MB
18. Logistic Regression/2. R Code Implementation -Part1.vtt 5.45 KB
18. Logistic Regression/3. R Code Implementation -Part2.mp4 120.34 MB
18. Logistic Regression/3. R Code Implementation -Part2.vtt 11.33 KB
18. Logistic Regression/4. CODES - R Code Implementation -Part2.html 2.21 KB
18. Logistic Regression/5. Model Evaluation.mp4 115.29 MB
18. Logistic Regression/5. Model Evaluation.vtt 13.06 KB
18. Logistic Regression/6. CODE-Model Evaluation.html 584 bytes
18. Logistic Regression/7. Telecom Churn Case Study.mp4 247.38 MB
18. Logistic Regression/7. Telecom Churn Case Study.vtt 22.69 KB
18. Logistic Regression/8. CODES - Telecom Churn Case Study.html 3.22 KB
18. Logistic Regression/9. Summary.mp4 56.44 MB
18. Logistic Regression/9. Summary.vtt 6.77 KB
19. K-NN/1. K-NN Intuition.mp4 95.10 MB
19. K-NN/1. K-NN Intuition.vtt 13.70 KB
19. K-NN/2. K-NN R Code Implementation.mp4 143.62 MB
19. K-NN/2. K-NN R Code Implementation.vtt 13.07 KB
19. K-NN/3. CODES -K-NN R Code Implementation.html 2.40 KB
19. K-NN/4. K-NN Case Study.mp4 177.59 MB
19. K-NN/4. K-NN Case Study.vtt 14.11 KB
19. K-NN/5. CODES - K-NN Case Study.html 2.38 KB
19. K-NN/6. All Codes KNN.html 41 bytes
19. K-NN/6.1 KNN - Case Study.pdf.pdf 403.60 KB
19. K-NN/6.2 Social_Network_Ads.csv.csv 10.67 KB
19. K-NN/6.3 KNN Codes.pdf.pdf 441.01 KB
2. INTRODUCTION TO DATA SCIENCE/1. Introduction to Business Analytics.mp4 119.82 MB
2. INTRODUCTION TO DATA SCIENCE/1. Introduction to Business Analytics.vtt 14.67 KB
2. INTRODUCTION TO DATA SCIENCE/10. How to switch your career into ML Part #2.html 5.65 KB
2. INTRODUCTION TO DATA SCIENCE/2. Introduction to Business Analytics.html 8.30 KB
2. INTRODUCTION TO DATA SCIENCE/3. Introduction to Machine Learning.mp4 129.73 MB
2. INTRODUCTION TO DATA SCIENCE/3. Introduction to Machine Learning.vtt 13.63 KB
2. INTRODUCTION TO DATA SCIENCE/4. Introduction to Machine Learning.html 10.79 KB
2. INTRODUCTION TO DATA SCIENCE/5. Introduction To Data Scientist.mp4 85.32 MB
2. INTRODUCTION TO DATA SCIENCE/5. Introduction To Data Scientist.vtt 13.85 KB
2. INTRODUCTION TO DATA SCIENCE/6. Introduction To Data Scientist.html 9.07 KB
2. INTRODUCTION TO DATA SCIENCE/7. How to switch your career into ML.mp4 130.03 MB
2. INTRODUCTION TO DATA SCIENCE/7. How to switch your career into ML.vtt 17.08 KB
2. INTRODUCTION TO DATA SCIENCE/8. How to switch your career into ML.html 7.98 KB
2. INTRODUCTION TO DATA SCIENCE/9. How to switch your career into ML.mp4 34.07 MB
2. INTRODUCTION TO DATA SCIENCE/9. How to switch your career into ML.vtt 3.59 KB
20. SVM/1. SVM - Intuition.mp4 60.20 MB
20. SVM/1. SVM - Intuition.vtt 9.21 KB
20. SVM/2. SVM - R Code Implementation.mp4 100.64 MB
20. SVM/2. SVM - R Code Implementation.vtt 8.53 KB
20. SVM/3. CODES - SVM - R Code Implementation.html 1.73 KB
20. SVM/4. SVM - Model Tuning.mp4 89.53 MB
20. SVM/4. SVM - Model Tuning.vtt 8.50 KB
20. SVM/5. CODES - SVM - Model Tuning.html 839 bytes
20. SVM/6. SVM - Telecom Case Study.mp4 89.44 MB
20. SVM/6. SVM - Telecom Case Study.vtt 7.95 KB
20. SVM/7. CODES - SVM - Telecom Case Study.html 1.85 KB
20. SVM/8. SVM - Non Separable Case and Pros and Cons.mp4 57.08 MB
20. SVM/8. SVM - Non Separable Case and Pros and Cons.vtt 7.58 KB
20. SVM/9. SVM - All Codes.html 196 bytes
20. SVM/9.1 Lesson 18 - SVM - casestudy.pdf.pdf 440.10 KB
20. SVM/9.2 Lesson 18 - SVM - chunt.pdf.pdf 343.06 KB
20. SVM/9.3 Social_Network_Ads.csv.csv 10.67 KB
20. SVM/9.4 Lesson 18 - SVM - iris.pdf.pdf 292.53 KB
21. Naive Bayes/1. Naive Bayes - Intuition.mp4 143.85 MB
21. Naive Bayes/1. Naive Bayes - Intuition.vtt 19.81 KB
21. Naive Bayes/2. Naive Bayes - R Code Implementation.mp4 98.94 MB
21. Naive Bayes/2. Naive Bayes - R Code Implementation.vtt 8.06 KB
21. Naive Bayes/3. Naive Bayes - Case Study.mp4 80.19 MB
21. Naive Bayes/3. Naive Bayes - Case Study.vtt 7.26 KB
21. Naive Bayes/4. Naive Bayes - Codes.html 252 bytes
21. Naive Bayes/4.1 Naive_Bayes-Case Study.pdf.pdf 146.12 KB
21. Naive Bayes/4.2 Loan Default.csv.csv 48.74 KB
21. Naive Bayes/4.3 Social_Network_Ads.csv.csv 10.67 KB
21. Naive Bayes/4.4 Naive_Bayes codes.pdf.pdf 446.71 KB
22. Decision Tree/1. Decision Tree Intuition.mp4 110.92 MB
22. Decision Tree/1. Decision Tree Intuition.vtt 15.06 KB
22. Decision Tree/2. Decision Tree -How it works.mp4 68.67 MB
22. Decision Tree/2. Decision Tree -How it works.vtt 7.78 KB
22. Decision Tree/3. Decision Tree - R Code Implementation.mp4 135.20 MB
22. Decision Tree/3. Decision Tree - R Code Implementation.vtt 14.37 KB
22. Decision Tree/4. Decision Tree Pruning.mp4 166.38 MB
22. Decision Tree/4. Decision Tree Pruning.vtt 12.85 KB
22. Decision Tree/5. Decision Tree Case Study.mp4 129.87 MB
22. Decision Tree/5. Decision Tree Case Study.vtt 14.84 KB
22. Decision Tree/6. Decision Tree - All Codes.html 207 bytes
22. Decision Tree/6.1 Churn Data.csv.csv 108.26 KB
22. Decision Tree/6.2 Decision Tree - codes.pdf.pdf 1.04 MB
23. Random Forest/1. Random Forest - Intuition.mp4 81.88 MB
23. Random Forest/1. Random Forest - Intuition.vtt 12.37 KB
23. Random Forest/2. Random Forest -R Code Implementation.mp4 54.30 MB
23. Random Forest/2. Random Forest -R Code Implementation.vtt 5.18 KB
23. Random Forest/3. Random Forest - Case Study.mp4 96.55 MB
23. Random Forest/3. Random Forest - Case Study.vtt 10.75 KB
23. Random Forest/4. Codes & Data Sets - Random Forest.html 86 bytes
23. Random Forest/4.1 all codes random forest 2 codes.zip.zip 1.32 KB
24. Capstone Project - Titanic Survival/1. Capstone Project -Introduction.mp4 101.41 MB
24. Capstone Project - Titanic Survival/1. Capstone Project -Introduction.vtt 10.83 KB
24. Capstone Project - Titanic Survival/10. Capstone Project - Random Forest.mp4 27.50 MB
24. Capstone Project - Titanic Survival/10. Capstone Project - Random Forest.vtt 3.17 KB
24. Capstone Project - Titanic Survival/11. All Codes and Data Set - Titanic Survival Project.html 77 bytes
24. Capstone Project - Titanic Survival/11.1 All Codes Capstone Project -Titanic Survival.zip.zip 6.62 KB
24. Capstone Project - Titanic Survival/2. Capstone Project - Data Understanding.mp4 59.01 MB
24. Capstone Project - Titanic Survival/2. Capstone Project - Data Understanding.vtt 4.84 KB
24. Capstone Project - Titanic Survival/3. Capstone Project - Lazy Predictor.mp4 67.42 MB
24. Capstone Project - Titanic Survival/3. Capstone Project - Lazy Predictor.vtt 7.15 KB
24. Capstone Project - Titanic Survival/4. Capstone Project - Data Preparation.mp4 72.51 MB
24. Capstone Project - Titanic Survival/4. Capstone Project - Data Preparation.vtt 6.52 KB
24. Capstone Project - Titanic Survival/5. Capstone Project - Data Exploration.mp4 52.27 MB
24. Capstone Project - Titanic Survival/5. Capstone Project - Data Exploration.vtt 4.57 KB
24. Capstone Project - Titanic Survival/6. Capstone Project - Feature Engineering.mp4 79.38 MB
24. Capstone Project - Titanic Survival/6. Capstone Project - Feature Engineering.vtt 7.74 KB
24. Capstone Project - Titanic Survival/7. Capstone Project - Logistics Regression.mp4 193.53 MB
24. Capstone Project - Titanic Survival/7. Capstone Project - Logistics Regression.vtt 16.25 KB
24. Capstone Project - Titanic Survival/8. Capstone Project - Logistics Regression 2.mp4 47.41 MB
24. Capstone Project - Titanic Survival/8. Capstone Project - Logistics Regression 2.vtt 3.96 KB
24. Capstone Project - Titanic Survival/9. Capstone Project - Decision Tree.mp4 206.18 MB
24. Capstone Project - Titanic Survival/9. Capstone Project - Decision Tree.vtt 17.78 KB
25. K-Mean Clustering/1. Unsupervised Learning Introduction.mp4 40.56 MB
25. K-Mean Clustering/1. Unsupervised Learning Introduction.vtt 6.33 KB
25. K-Mean Clustering/2. K-Mean Clustering Intuition.mp4 148.43 MB
25. K-Mean Clustering/2. K-Mean Clustering Intuition.vtt 20.08 KB
25. K-Mean Clustering/3. K-Mean Clustering R Code Implementation.mp4 174.02 MB
25. K-Mean Clustering/3. K-Mean Clustering R Code Implementation.vtt 16.00 KB
25. K-Mean Clustering/4. K-Mean Clustering Case Study.mp4 112.73 MB
25. K-Mean Clustering/4. K-Mean Clustering Case Study.vtt 12.53 KB
25. K-Mean Clustering/5. All Codes K-Mean Clustering.html 71 bytes
25. K-Mean Clustering/5.1 All Codes K-Mean Clustering.zip.zip 3.21 KB
26. Hierarchical Clustering/1. Hierarchical Clustering Intuition.mp4 79.46 MB
26. Hierarchical Clustering/1. Hierarchical Clustering Intuition.vtt 13.27 KB
26. Hierarchical Clustering/2. Hierarchical Clustering R Code Implementation.mp4 168.40 MB
26. Hierarchical Clustering/2. Hierarchical Clustering R Code Implementation.vtt 17.84 KB
26. Hierarchical Clustering/3. Hierarchical Clustering Case Study.mp4 73.24 MB
26. Hierarchical Clustering/3. Hierarchical Clustering Case Study.vtt 7.68 KB
26. Hierarchical Clustering/4. All Codes - Hierarchical Clustering.html 73 bytes
26. Hierarchical Clustering/4.1 All Codes - Hierarchical CLustering.zip.zip 2.94 KB
27. DBScan Clustering/1. DBScan Clustering -Intuition and R Code.mp4 100.44 MB
27. DBScan Clustering/1. DBScan Clustering -Intuition and R Code.vtt 12.15 KB
27. DBScan Clustering/2. DBScan Clustering - Case Study.mp4 85.77 MB
27. DBScan Clustering/2. DBScan Clustering - Case Study.vtt 9.34 KB
27. DBScan Clustering/3. All codes - DBScan Clustering.html 73 bytes
27. DBScan Clustering/3.1 All Codes DBScan Clustering.zip.zip 1.07 KB
28. Principal Component Analysis (PCA)/1. PCA - Intuition.mp4 80.14 MB
28. Principal Component Analysis (PCA)/1. PCA - Intuition.vtt 12.58 KB
28. Principal Component Analysis (PCA)/2. PCA - R Code Implementation.mp4 181.91 MB
28. Principal Component Analysis (PCA)/2. PCA - R Code Implementation.vtt 17.78 KB
28. Principal Component Analysis (PCA)/3. PCA - Case Study.mp4 171.79 MB
28. Principal Component Analysis (PCA)/3. PCA - Case Study.vtt 18.46 KB
28. Principal Component Analysis (PCA)/4. All Codes - PCA.html 122 bytes
28. Principal Component Analysis (PCA)/4.1 All codes Principal Component Analysis.zip.zip 6.25 KB
29. Association Rule Mining/1. Association Rule Mining -Introduction.mp4 159.47 MB
29. Association Rule Mining/1. Association Rule Mining -Introduction.vtt 16.17 KB
29. Association Rule Mining/2. Association Rule Mining -R Code Implementation.mp4 111.87 MB
29. Association Rule Mining/2. Association Rule Mining -R Code Implementation.vtt 11.14 KB
29. Association Rule Mining/3. Association Rule Mining - Pre-Processing.mp4 71.76 MB
29. Association Rule Mining/3. Association Rule Mining - Pre-Processing.vtt 7.33 KB
29. Association Rule Mining/4. Association Rule Mining - Case Study.mp4 204.13 MB
29. Association Rule Mining/4. Association Rule Mining - Case Study.vtt 19.60 KB
29. Association Rule Mining/5. All Codes - Association Rule Mining.html 80 bytes
29. Association Rule Mining/5.1 All Codes Association Rule Mining - 5 codes.zip.zip 127.23 KB
3. Course Curriculum Overview/1. What We are Going to Discuss Over the Course.mp4 218.63 MB
3. Course Curriculum Overview/1. What We are Going to Discuss Over the Course.vtt 218.64 MB
30. Capstone Project - Big Mart Sell/1. Big Mart Sale - Data Structure.mp4 112.05 MB
30. Capstone Project - Big Mart Sell/1. Big Mart Sale - Data Structure.vtt 17.08 KB
30. Capstone Project - Big Mart Sell/2. Big Mart Sale - Univariate Analysis.mp4 105.02 MB
30. Capstone Project - Big Mart Sell/2. Big Mart Sale - Univariate Analysis.vtt 11.25 KB
30. Capstone Project - Big Mart Sell/3. Big Mart Sale - Bi-Variate Analysis.mp4 83.43 MB
30. Capstone Project - Big Mart Sell/3. Big Mart Sale - Bi-Variate Analysis.vtt 6.98 KB
30. Capstone Project - Big Mart Sell/4. Big Mart Sale - Fetature Engineering.mp4 144.57 MB
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30. Capstone Project - Big Mart Sell/5. Big Mart Sale - Pre-Processing.mp4 235.09 MB
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31. Model Deployment/1. Model Deployment - Workflow.mp4 71.35 MB
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4. INTRODUCTION TO R/1. Introduction to R.mp4 143.92 MB
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4. INTRODUCTION TO R/2. Introduction to R.html 8.20 KB
4. INTRODUCTION TO R/3. Setting up R.mp4 124.30 MB
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6. R Data Structure/1. R Data Structure - Vector.mp4 105.48 MB
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6. R Data Structure/11.1 16.R-Data-Structure-Factor.pdf.pdf 76.33 KB
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6. R Data Structure/8. A Deep Drive to R Data Frame.mp4 140.76 MB
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7. Import and Export in R/7. Import Excel, Web Data in R.mp4 148.98 MB
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9. Data Visualization/25. Correlation Plot and Word Cloud.mp4 105.76 MB
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