[FreeCourseSite.com] Udemy - Data Science Masterclass With R! 4 Projects+8 Case Studies

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[FreeCourseSite.com] Udemy - Data Science Masterclass With R! 4 Projects+8 Case Studies

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收录时间：2018-12-02
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文件列表

  • 1. Meet Your Instructor/1. Meet Your Instructor.mp4 21.6 MB
  • 1. Meet Your Instructor/1. Meet Your Instructor.vtt 2.9 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 23.1 kB
  • 10. Introduction To Statistics/1. Intro To Stat - Part 1.mp4 112.1 MB
  • 10. Introduction To Statistics/1. Intro To Stat - Part 1.vtt 14.9 kB
  • 10. Introduction To Statistics/10. Introduction To Statistic - Part 5 STUDY NOTE.html 4.8 kB
  • 10. Introduction To Statistics/11. Intro To Stat - Part 6.mp4 72.8 MB
  • 10. Introduction To Statistics/11. Intro To Stat - Part 6.vtt 9.1 kB
  • 10. Introduction To Statistics/12. Intro To Stat - Part 7.mp4 171.7 MB
  • 10. Introduction To Statistics/12. Intro To Stat - Part 7.vtt 16.3 kB
  • 10. Introduction To Statistics/13. Introduction To Statistic - Part 7 STUDY NOTE.html 3.8 kB
  • 10. Introduction To Statistics/14. Intro To Stat - Part 8.mp4 120.7 MB
  • 10. Introduction To Statistics/14. Intro To Stat - Part 8.vtt 11.7 kB
  • 10. Introduction To Statistics/15. Introduction To Statistic - Part 8 STUDY NOTE.html 1.8 kB
  • 10. Introduction To Statistics/16. Intro To Stat - Part 9.mp4 113.5 MB
  • 10. Introduction To Statistics/16. Intro To Stat - Part 9.vtt 11.1 kB
  • 10. Introduction To Statistics/17. Introduction To Statistic - Part 9 STUDY NOTE.html 8.5 kB
  • 10. Introduction To Statistics/18. Intro To Stat - Part 10.mp4 152.0 MB
  • 10. Introduction To Statistics/18. Intro To Stat - Part 10.vtt 15.7 kB
  • 10. Introduction To Statistics/19. Introduction To Statistic - Part 10 STUDY NOTE.html 1.4 kB
  • 10. Introduction To Statistics/2. Introduction To Statistic - Part 1 STUDY NOTE.html 9.6 kB
  • 10. Introduction To Statistics/20. Intro To Stat - Part 11.mp4 70.1 MB
  • 10. Introduction To Statistics/20. Intro To Stat - Part 11.vtt 7.5 kB
  • 10. Introduction To Statistics/21. Introduction To Statistics - All Codes.html 8.1 kB
  • 10. Introduction To Statistics/21.1 Intro-To-Statistic.pdf.pdf 59.6 kB
  • 10. Introduction To Statistics/21.2 Introduction-to-Statistics-codes-word-version.docx.docx 19.0 kB
  • 10. Introduction To Statistics/3. Intro To Stat - Part 2.mp4 74.6 MB
  • 10. Introduction To Statistics/3. Intro To Stat - Part 2.vtt 9.8 kB
  • 10. Introduction To Statistics/4. Introduction To Statistic - Part 2 STUDY NOTE.html 9.0 kB
  • 10. Introduction To Statistics/5. Intro To Stat - Part 3.mp4 129.2 MB
  • 10. Introduction To Statistics/5. Intro To Stat - Part 3.vtt 16.3 kB
  • 10. Introduction To Statistics/6. Introduction To Statistic - Part 3 STUDY NOTE.html 4.8 kB
  • 10. Introduction To Statistics/7. Intro To Stat - Part 4.mp4 29.9 MB
  • 10. Introduction To Statistics/7. Intro To Stat - Part 4.vtt 4.6 kB
  • 10. Introduction To Statistics/8. Part 4 Introduction To Statistic STUDY NOTE.html 3.2 kB
  • 10. Introduction To Statistics/9. Intro To Stat - Part 5.mp4 129.9 MB
  • 10. Introduction To Statistics/9. Intro To Stat - Part 5.vtt 16.8 kB
  • 11. HYPOTHESIS Testing -1/1. Hypothesys Testing - Part 1.mp4 71.7 MB
  • 11. HYPOTHESIS Testing -1/1. Hypothesys Testing - Part 1.vtt 11.6 kB
  • 11. HYPOTHESIS Testing -1/2. Hypothesys Testing in Practice - Part 1 STUDY NOTE.html 3.3 kB
  • 11. HYPOTHESIS Testing -1/3. Hypothesys Testing - Part 2.mp4 109.8 MB
  • 11. HYPOTHESIS Testing -1/3. Hypothesys Testing - Part 2.vtt 12.9 kB
  • 11. HYPOTHESIS Testing -1/4. Hypothesys Testing - Part 2 STUDY NOTES.html 3.4 kB
  • 11. HYPOTHESIS Testing -1/5. Hypothesys Testing - Part 3.mp4 113.6 MB
  • 11. HYPOTHESIS Testing -1/5. Hypothesys Testing - Part 3.vtt 16.1 kB
  • 11. HYPOTHESIS Testing -1/6. Hypothesys Testing - Part 4.mp4 53.3 MB
  • 11. HYPOTHESIS Testing -1/6. Hypothesys Testing - Part 4.vtt 6.5 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 163.6 MB
  • 12. Hypothesis Testing in Practice/10. Chi Square -Part 1.mp4 101.9 MB
  • 12. Hypothesis Testing in Practice/10. Chi Square -Part 1.vtt 12.2 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 132.4 MB
  • 12. Hypothesis Testing in Practice/12. Chi Square -Part 2.vtt 16.7 kB
  • 12. Hypothesis Testing in Practice/13. Chi Square -Part 2 STUDY NOTE.html 1.1 kB
  • 12. Hypothesis Testing in Practice/14. ANOVA - Part 1.mp4 111.4 MB
  • 12. Hypothesis Testing in Practice/14. ANOVA - Part 1.vtt 14.0 kB
  • 12. Hypothesis Testing in Practice/15. ANOVA 1 STUDY NOTE.html 1.9 kB
  • 12. Hypothesis Testing in Practice/16. ANOVA - Part 2.mp4 165.1 MB
  • 12. Hypothesis Testing in Practice/16. ANOVA - Part 2.vtt 103.6 MB
  • 12. Hypothesis Testing in Practice/17. What we discussed in the chapter so far - Summary of the Chapter.mp4 51.4 MB
  • 12. Hypothesis Testing in Practice/17. What we discussed in the chapter so far - Summary of the Chapter.vtt 5.9 kB
  • 12. Hypothesis Testing in Practice/18. All Codes Hypothesis Testing in Practice.html 6.9 kB
  • 12. Hypothesis Testing in Practice/18.1 hypo 10.docx.docx 13.7 kB
  • 12. Hypothesis Testing in Practice/2. Hypothesys Testing in Practice - Part 1 STUDY NOTE.html 1.6 kB
  • 12. Hypothesis Testing in Practice/3. Hypothesys Testing in Practice - Part 2.mp4 116.8 MB
  • 12. Hypothesis Testing in Practice/3. Hypothesys Testing in Practice - Part 2.vtt 10.6 kB
  • 12. Hypothesis Testing in Practice/4. Hypothesys Testing in Practice - Part 3.mp4 161.5 MB
  • 12. Hypothesis Testing in Practice/4. Hypothesys Testing in Practice - Part 3.vtt 16.0 kB
  • 12. Hypothesis Testing in Practice/5. Hypothesys Testing in Practice - Part 3 STUDY NOTE.html 2.7 kB
  • 12. Hypothesis Testing in Practice/6. Hypothesys Testing in Practice - Part 4.mp4 125.3 MB
  • 12. Hypothesis Testing in Practice/6. Hypothesys Testing in Practice - Part 4.vtt 13.4 kB
  • 12. Hypothesis Testing in Practice/7. Hypothesys Testing in Practice - Part 5.mp4 99.2 MB
  • 12. Hypothesis Testing in Practice/7. Hypothesys Testing in Practice - Part 5.vtt 11.9 kB
  • 12. Hypothesis Testing in Practice/8. Hypothesys Testing in Practice - Part 5 STUDY NOTE.html 2.2 kB
  • 12. Hypothesis Testing in Practice/9. Hypothesys Testing in Practice - Part 6.mp4 148.6 MB
  • 12. Hypothesis Testing in Practice/9. Hypothesys Testing in Practice - Part 6.vtt 15.7 kB
  • 13. Machine Learning Toolbox/1. Machine Learning Toolbox - Part 1.mp4 99.9 MB
  • 13. Machine Learning Toolbox/1. Machine Learning Toolbox - Part 1.vtt 99.9 MB
  • 13. Machine Learning Toolbox/2. Machine Learning Toolbox - Part 2.mp4 76.3 MB
  • 13. Machine Learning Toolbox/2. Machine Learning Toolbox - Part 2.vtt 13.7 kB
  • 13. Machine Learning Toolbox/3. CODES-Data Pre-Processing 1.html 910 Bytes
  • 14. Business Use Case Understaing/1. Business Case Understanding.mp4 94.1 MB
  • 14. Business Use Case Understaing/1. Business Case Understanding.vtt 14.8 kB
  • 14. Business Use Case Understaing/2. CODES-Data Pre-Processing 2.html 2.2 kB
  • 15. Data Pre-Processing/1. Data Pre-Processing 1.mp4 153.2 MB
  • 15. Data Pre-Processing/1. Data Pre-Processing 1.vtt 16.3 kB
  • 15. Data Pre-Processing/10. Data Pre-Processing 6.mp4 44.4 MB
  • 15. Data Pre-Processing/10. Data Pre-Processing 6.vtt 8.3 kB
  • 15. Data Pre-Processing/11. Data Pre-Processing 7.mp4 141.9 MB
  • 15. Data Pre-Processing/11. Data Pre-Processing 7.vtt 14.9 kB
  • 15. Data Pre-Processing/12. CODES-Data Pre-Processing 7.html 2.1 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 2.1 MB
  • 15. Data Pre-Processing/13.1 Lesson 13 - Data Pre-Processing -code1.pdf.pdf 148.2 kB
  • 15. Data Pre-Processing/13.2 Lesson 13 - Data Pre-Processing - code 2.pdf.pdf 2.1 MB
  • 15. Data Pre-Processing/13.2 Lesson 13 - Data Pre-Processing -code1.pdf.pdf 148.2 kB
  • 15. Data Pre-Processing/2. CODES-Data Pre-Processing 1.html 1.4 kB
  • 15. Data Pre-Processing/3. Data Pre-Processing 2.mp4 137.6 MB
  • 15. Data Pre-Processing/3. Data Pre-Processing 2.vtt 15.8 kB
  • 15. Data Pre-Processing/4. CODES-Data Pre-Processing 2.html 1.5 kB
  • 15. Data Pre-Processing/5. Data Pre-Processing 3.mp4 105.4 MB
  • 15. Data Pre-Processing/5. Data Pre-Processing 3.vtt 11.0 kB
  • 15. Data Pre-Processing/6. CODES-Data Pre-Processing 3.html 1.5 kB
  • 15. Data Pre-Processing/7. Data Pre-Processing 4.mp4 93.8 MB
  • 15. Data Pre-Processing/7. Data Pre-Processing 4.vtt 10.5 kB
  • 15. Data Pre-Processing/8. Data Pre-Processing 5.mp4 153.5 MB
  • 15. Data Pre-Processing/8. Data Pre-Processing 5.vtt 13.8 kB
  • 15. Data Pre-Processing/9. CODES-Data Pre-Processing 5.html 3.7 kB
  • 16. SUPERVISED LEARNING REGRESSION/1. Linear Regression 1.mp4 78.0 MB
  • 16. SUPERVISED LEARNING REGRESSION/1. Linear Regression 1.vtt 13.5 kB
  • 16. SUPERVISED LEARNING REGRESSION/10. Linear Regression 9 - Stepwise Regression.mp4 168.4 MB
  • 16. SUPERVISED LEARNING REGRESSION/10. Linear Regression 9 - Stepwise Regression.vtt 17.3 kB
  • 16. SUPERVISED LEARNING REGRESSION/11. Linear Regression 10 - Dummy Variable.mp4 113.7 MB
  • 16. SUPERVISED LEARNING REGRESSION/11. Linear Regression 10 - Dummy Variable.vtt 13.5 kB
  • 16. SUPERVISED LEARNING REGRESSION/12. Linear Regression 11 - Non Linear.mp4 91.1 MB
  • 16. SUPERVISED LEARNING REGRESSION/12. Linear Regression 11 - Non Linear.vtt 12.0 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 4.5 kB
  • 16. SUPERVISED LEARNING REGRESSION/2. Linear Regression 2.mp4 119.7 MB
  • 16. SUPERVISED LEARNING REGRESSION/2. Linear Regression 2.vtt 16.2 kB
  • 16. SUPERVISED LEARNING REGRESSION/3. Linear Regression 3.mp4 256.8 MB
  • 16. SUPERVISED LEARNING REGRESSION/3. Linear Regression 3.vtt 251.5 MB
  • 16. SUPERVISED LEARNING REGRESSION/4. Linear Regression 4.mp4 180.9 MB
  • 16. SUPERVISED LEARNING REGRESSION/4. Linear Regression 4.vtt 17.6 kB
  • 16. SUPERVISED LEARNING REGRESSION/5. Linear Regression 5.mp4 247.7 MB
  • 16. SUPERVISED LEARNING REGRESSION/5. Linear Regression 5.vtt 27.7 kB
  • 16. SUPERVISED LEARNING REGRESSION/6. Linear Regression 6.mp4 134.4 MB
  • 16. SUPERVISED LEARNING REGRESSION/6. Linear Regression 6.vtt 134.4 MB
  • 16. SUPERVISED LEARNING REGRESSION/7. Linear Regression 7 - Correlation Part 1.mp4 125.3 MB
  • 16. SUPERVISED LEARNING REGRESSION/7. Linear Regression 7 - Correlation Part 1.vtt 15.8 kB
  • 16. SUPERVISED LEARNING REGRESSION/8. Linear Regression 7 - Correlation Part 2.mp4 145.4 MB
  • 16. SUPERVISED LEARNING REGRESSION/8. Linear Regression 7 - Correlation Part 2.vtt 15.7 kB
  • 16. SUPERVISED LEARNING REGRESSION/9. Linear Regression 8 - Stepwise Regression.mp4 102.1 MB
  • 16. SUPERVISED LEARNING REGRESSION/9. Linear Regression 8 - Stepwise Regression.vtt 14.9 kB
  • 17. Logistic Regression/1. Logistics Regression Intuition.mp4 101.5 MB
  • 17. Logistic Regression/1. Logistics Regression Intuition.vtt 14.9 kB
  • 17. Logistic Regression/10. Logistic Regression All Codes.html 186 Bytes
  • 17. Logistic Regression/10.1 Churn Data.csv.csv 128.8 kB
  • 17. Logistic Regression/10.2 Lesson 16 - Logistics Regression - mtcars data.pdf.pdf 439.5 kB
  • 17. Logistic Regression/10.2 Social_Network_Ads.csv.csv 10.9 kB
  • 17. Logistic Regression/10.3 Lesson 16 - Logistics Regression - mtcars data.pdf.pdf 439.5 kB
  • 17. Logistic Regression/10.3 Lesson 16 - Logistics Regression - social network data.pdf.pdf 497.1 kB
  • 17. Logistic Regression/10.4 Churn Model data.pdf.pdf 603.4 kB
  • 17. Logistic Regression/10.4 Lesson 16 - Logistics Regression - social network data.pdf.pdf 497.1 kB
  • 17. Logistic Regression/10.5 Churn Model data.pdf.pdf 603.4 kB
  • 17. Logistic Regression/10.5 Social_Network_Ads.csv.csv 10.9 kB
  • 17. Logistic Regression/2. R Code Implementation -Part1.mp4 54.0 MB
  • 17. Logistic Regression/2. R Code Implementation -Part1.vtt 5.7 kB
  • 17. Logistic Regression/3. R Code Implementation -Part2.mp4 121.9 MB
  • 17. Logistic Regression/3. R Code Implementation -Part2.vtt 11.6 kB
  • 17. Logistic Regression/4. CODES - R Code Implementation -Part2.html 2.3 kB
  • 17. Logistic Regression/5. Model Evaluation.mp4 116.0 MB
  • 17. Logistic Regression/5. Model Evaluation.vtt 13.4 kB
  • 17. Logistic Regression/6. CODE-Model Evaluation.html 584 Bytes
  • 17. Logistic Regression/7. Telecom Churn Case Study.mp4 252.0 MB
  • 17. Logistic Regression/7. Telecom Churn Case Study.vtt 23.3 kB
  • 17. Logistic Regression/8. CODES - Telecom Churn Case Study.html 3.3 kB
  • 17. Logistic Regression/9. Summary.mp4 55.4 MB
  • 17. Logistic Regression/9. Summary.vtt 6.9 kB
  • 18. K-NN/1. K-NN Intuition.mp4 92.9 MB
  • 18. K-NN/1. K-NN Intuition.vtt 14.1 kB
  • 18. K-NN/2. K-NN R Code Implementation.mp4 148.1 MB
  • 18. K-NN/2. K-NN R Code Implementation.vtt 13.5 kB
  • 18. K-NN/3. CODES -K-NN R Code Implementation.html 2.5 kB
  • 18. K-NN/4. K-NN Case Study.mp4 182.4 MB
  • 18. K-NN/4. K-NN Case Study.vtt 14.6 kB
  • 18. K-NN/5. CODES - K-NN Case Study.html 2.4 kB
  • 18. K-NN/6. All Codes KNN.html 41 Bytes
  • 18. K-NN/6.1 KNN Codes.pdf.pdf 451.6 kB
  • 18. K-NN/6.2 KNN - Case Study.pdf.pdf 413.3 kB
  • 18. K-NN/6.2 Social_Network_Ads.csv.csv 10.9 kB
  • 18. K-NN/6.3 KNN - Case Study.pdf.pdf 413.3 kB
  • 18. K-NN/6.3 Social_Network_Ads.csv.csv 10.9 kB
  • 19. SVM/1. SVM - Intuition.mp4 59.2 MB
  • 19. SVM/1. SVM - Intuition.vtt 9.4 kB
  • 19. SVM/10. SVM - All Codes.html 196 Bytes
  • 19. SVM/10.1 Lesson 18 - SVM - chunt.pdf.pdf 351.3 kB
  • 19. SVM/10.1 Lesson 18 - SVM - iris.pdf.pdf 299.6 kB
  • 19. SVM/10.2 Lesson 18 - SVM - casestudy.pdf.pdf 450.7 kB
  • 19. SVM/10.3 Lesson 18 - SVM - iris.pdf.pdf 299.6 kB
  • 19. SVM/10.3 Social_Network_Ads.csv.csv 10.9 kB
  • 19. SVM/10.4 Lesson 18 - SVM - chunt.pdf.pdf 351.3 kB
  • 19. SVM/10.4 Social_Network_Ads.csv.csv 10.9 kB
  • 19. SVM/2. SVM - R Code Implementation.mp4 101.9 MB
  • 19. SVM/2. SVM - R Code Implementation.vtt 8.7 kB
  • 19. SVM/3. CODES - SVM - R Code Implementation.html 1.8 kB
  • 19. SVM/4. SVM - Model Tuning.mp4 91.7 MB
  • 19. SVM/4. SVM - Model Tuning.vtt 8.2 kB
  • 19. SVM/5. CODES - SVM - Model Tuning.html 839 Bytes
  • 19. SVM/6. SVM - Telecom Case Study.mp4 55.4 MB
  • 19. SVM/6. SVM - Telecom Case Study.vtt 7.8 kB
  • 19. SVM/7. CODES - SVM - Telecom Case Study.html 1.9 kB
  • 19. SVM/8. SVM - Non Separable Case.mp4 31.2 MB
  • 19. SVM/8. SVM - Non Separable Case.vtt 3.9 kB
  • 19. SVM/9. SVM - Pros and Cons.mp4 31.2 MB
  • 19. SVM/9. SVM - Pros and Cons.vtt 3.9 kB
  • 2. INTRODUCTION TO DATA SCIENCE/1. Introduction to Business Analytics.mp4 112.9 MB
  • 2. INTRODUCTION TO DATA SCIENCE/1. Introduction to Business Analytics.vtt 15.0 kB
  • 2. INTRODUCTION TO DATA SCIENCE/10. How to switch your career into ML Part #2.html 5.8 kB
  • 2. INTRODUCTION TO DATA SCIENCE/2. Introduction to Business Analytics.html 8.5 kB
  • 2. INTRODUCTION TO DATA SCIENCE/3. Introduction to Machine Learning.mp4 123.3 MB
  • 2. INTRODUCTION TO DATA SCIENCE/3. Introduction to Machine Learning.vtt 14.1 kB
  • 2. INTRODUCTION TO DATA SCIENCE/4. Introduction to Machine Learning.html 11.0 kB
  • 2. INTRODUCTION TO DATA SCIENCE/5. Introduction To Data Scientist.mp4 90.8 MB
  • 2. INTRODUCTION TO DATA SCIENCE/5. Introduction To Data Scientist.vtt 14.3 kB
  • 2. INTRODUCTION TO DATA SCIENCE/6. Introduction To Data Scientist.html 9.3 kB
  • 2. INTRODUCTION TO DATA SCIENCE/7. How to switch your career into ML.mp4 123.2 MB
  • 2. INTRODUCTION TO DATA SCIENCE/7. How to switch your career into ML.vtt 17.3 kB
  • 2. INTRODUCTION TO DATA SCIENCE/8. How to switch your career into ML.html 8.2 kB
  • 2. INTRODUCTION TO DATA SCIENCE/9. How to switch your career into ML.mp4 32.7 MB
  • 2. INTRODUCTION TO DATA SCIENCE/9. How to switch your career into ML.vtt 3.7 kB
  • 20. Naive Bayes/1. Naive Bayes - Intuition.mp4 143.3 MB
  • 20. Naive Bayes/1. Naive Bayes - Intuition.vtt 20.3 kB
  • 20. Naive Bayes/2. Naive Bayes - R Code Implementation.mp4 100.7 MB
  • 20. Naive Bayes/2. Naive Bayes - R Code Implementation.vtt 8.4 kB
  • 20. Naive Bayes/3. Naive Bayes - Case Study.mp4 80.0 MB
  • 20. Naive Bayes/3. Naive Bayes - Case Study.vtt 7.3 kB
  • 20. Naive Bayes/4. Naive Bayes - Codes.html 252 Bytes
  • 20. Naive Bayes/4.1 Loan Default.csv.csv 49.9 kB
  • 20. Naive Bayes/4.1 Naive_Bayes-Case Study.pdf.pdf 149.6 kB
  • 20. Naive Bayes/4.2 Loan Default.csv.csv 49.9 kB
  • 20. Naive Bayes/4.2 Social_Network_Ads.csv.csv 10.9 kB
  • 20. Naive Bayes/4.3 Naive_Bayes codes.pdf.pdf 457.4 kB
  • 20. Naive Bayes/4.3 Social_Network_Ads.csv.csv 10.9 kB
  • 20. Naive Bayes/4.4 Naive_Bayes codes.pdf.pdf 457.4 kB
  • 20. Naive Bayes/4.4 Naive_Bayes-Case Study.pdf.pdf 149.6 kB
  • 21. Decision Tree/1. Decision Tree Intuition.mp4 107.5 MB
  • 21. Decision Tree/1. Decision Tree Intuition.vtt 15.4 kB
  • 21. Decision Tree/2. Decision Tree -How it works.mp4 71.1 MB
  • 21. Decision Tree/2. Decision Tree -How it works.vtt 71.1 MB
  • 21. Decision Tree/3. Decision Tree - R Code Implementation.mp4 137.6 MB
  • 21. Decision Tree/3. Decision Tree - R Code Implementation.vtt 14.8 kB
  • 21. Decision Tree/4. Decision Tree - All Codes.html 207 Bytes
  • 21. Decision Tree/4.1 Churn Data.csv.csv 110.9 kB
  • 21. Decision Tree/4.2 Decision Tree - codes.pdf.pdf 1.1 MB
  • 22. Random Forest/1. Random Forest - Intuition.mp4 85.9 MB
  • 22. Random Forest/1. Random Forest - Intuition.vtt 12.7 kB
  • 22. Random Forest/2. Random Forest -R Code Implementation.mp4 56.9 MB
  • 22. Random Forest/2. Random Forest -R Code Implementation.vtt 5.3 kB
  • 22. Random Forest/3. Random Forest - Case Study.mp4 101.2 MB
  • 22. Random Forest/3. Random Forest - Case Study.vtt 11.0 kB
  • 22. Random Forest/4. Codes & Data Sets - Random Forest.html 86 Bytes
  • 22. Random Forest/4.1 all codes random forest 2 codes.zip.zip 1.4 kB
  • 23. Capstone Project - Titanic Survival/1. Capstone Project -Introduction.mp4 106.3 MB
  • 23. Capstone Project - Titanic Survival/1. Capstone Project -Introduction.vtt 11.1 kB
  • 23. Capstone Project - Titanic Survival/2. Capstone Project - Data Understanding.mp4 61.9 MB
  • 23. Capstone Project - Titanic Survival/2. Capstone Project - Data Understanding.vtt 5.0 kB
  • 23. Capstone Project - Titanic Survival/3. Capstone Project - Lazy Predictor.mp4 70.7 MB
  • 23. Capstone Project - Titanic Survival/3. Capstone Project - Lazy Predictor.vtt 7.3 kB
  • 23. Capstone Project - Titanic Survival/4. Capstone Project - Data Preparation.mp4 76.0 MB
  • 23. Capstone Project - Titanic Survival/4. Capstone Project - Data Preparation.vtt 6.7 kB
  • 23. Capstone Project - Titanic Survival/5. Capstone Project - Data Exploration.mp4 54.8 MB
  • 23. Capstone Project - Titanic Survival/5. Capstone Project - Data Exploration.vtt 4.7 kB
  • 23. Capstone Project - Titanic Survival/6. Capstone Project - Feature Engineering.mp4 83.2 MB
  • 23. Capstone Project - Titanic Survival/6. Capstone Project - Feature Engineering.vtt 83.2 MB
  • 23. Capstone Project - Titanic Survival/7. All Codes and Data Set - Titanic Survival Project.html 77 Bytes
  • 23. Capstone Project - Titanic Survival/7.1 All Codes Capstone Project -Titanic Survival.zip.zip 6.8 kB
  • 24. K-Mean Clustering/1. Unsupervised Learning Introduction.mp4 42.5 MB
  • 24. K-Mean Clustering/1. Unsupervised Learning Introduction.vtt 6.5 kB
  • 24. K-Mean Clustering/2. K-Mean Clustering Intuition.mp4 155.6 MB
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  • 25. Hierarchical Clustering/1. Hierarchical Clustering Intuition.mp4 83.3 MB
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  • 26. DBScan Clustering/1. DBScan Clustering -Intuition and R Code.mp4 105.3 MB
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  • 26. DBScan Clustering/2. DBScan Clustering - Case Study.mp4 89.9 MB
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  • 27. Principal Component Analysis (PCA)/1. PCA - Intuition.mp4 84.0 MB
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  • 28. Association Rule Mining/1. Association Rule Mining -Introduction.mp4 167.2 MB
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  • 29. Capstone Project - Big Mart Sell/1. Big Mart Sale - Data Structure.mp4 117.5 MB
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  • 4. INTRODUCTION TO R/1. Introduction to R.mp4 139.6 MB
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  • 8. Data Manipulation/13. Data Manipulation - Date with R STUDY NOTE.html 2.6 kB
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