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[FreeCourseSite.com] Udemy - Data Science Masterclass With R! 4 Projects+8 Case Studies
magnet:?xt=urn:btih:0ab6bfc402bc2026fdbadd36ef106c3e25a44a6b&dn=[FreeCourseSite.com] Udemy - Data Science Masterclass With R! 4 Projects+8 Case Studies
磁力链接详情
Hash值:
0ab6bfc402bc2026fdbadd36ef106c3e25a44a6b
点击数:
166
文件大小:
17.1 GB
文件数量:
158
创建日期:
2020-2-17 17:37
最后访问:
2024-6-24 00:00
访问标签:
FreeCourseSite
com
Udemy
-
Data
Science
Masterclass
With
R!
4
Projects
8
Case
Studies
文件列表详情
1. Meet Your Instructor/1. Meet Your Instructor.mp4 20.63 MB
10. Introduction To Statistics/1. Intro To Stat - Part 1.mp4 113.91 MB
10. Introduction To Statistics/11. Intro To Stat - Part 6.mp4 73.2 MB
10. Introduction To Statistics/12. Intro To Stat - Part 7.mp4 168.77 MB
10. Introduction To Statistics/14. Intro To Stat - Part 8.mp4 121.22 MB
10. Introduction To Statistics/16. Intro To Stat - Part 9.mp4 113.53 MB
10. Introduction To Statistics/18. Intro To Stat - Part 10.mp4 149.33 MB
10. Introduction To Statistics/20. Intro To Stat - Part 11.mp4 71.95 MB
10. Introduction To Statistics/3. Intro To Stat - Part 2.mp4 75.97 MB
10. Introduction To Statistics/5. Intro To Stat - Part 3.mp4 132.17 MB
10. Introduction To Statistics/7. Intro To Stat - Part 4.mp4 31.96 MB
10. Introduction To Statistics/9. Intro To Stat - Part 5.mp4 130.94 MB
11. HYPOTHESIS Testing -1/1. Hypothesys Testing - Part 1.mp4 73.4 MB
11. HYPOTHESIS Testing -1/3. Hypothesys Testing - Part 2.mp4 112.47 MB
11. HYPOTHESIS Testing -1/5. Hypothesys Testing - Part 3.mp4 115.43 MB
11. HYPOTHESIS Testing -1/6. Hypothesys Testing - Part 4.mp4 54.41 MB
12. Hypothesis Testing in Practice/1. Hypothesys Testing in Practice - Part 1.mp4 156.99 MB
12. Hypothesis Testing in Practice/10. Chi Square -Part 1.mp4 102.67 MB
12. Hypothesis Testing in Practice/12. Chi Square -Part 2.mp4 133.55 MB
12. Hypothesis Testing in Practice/14. ANOVA - Part 1.mp4 113.62 MB
12. Hypothesis Testing in Practice/16. ANOVA - Part 2.mp4 163.06 MB
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/3. Hypothesys Testing in Practice - Part 2.mp4 116.51 MB
12. Hypothesis Testing in Practice/4. Hypothesys Testing in Practice - Part 3.mp4 161.21 MB
12. Hypothesis Testing in Practice/6. Hypothesys Testing in Practice - Part 4.mp4 125.39 MB
12. Hypothesis Testing in Practice/7. Hypothesys Testing in Practice - Part 5.mp4 100.99 MB
12. Hypothesis Testing in Practice/9. Hypothesys Testing in Practice - Part 6.mp4 147.56 MB
13. Machine Learning Toolbox/1. Machine Learning Toolbox - Part 1.mp4 93.96 MB
13. Machine Learning Toolbox/2. Machine Learning Toolbox - Part 2.mp4 73.45 MB
14. Business Use Case Understaing/1. Business Case Understanding.mp4 92.75 MB
15. Data Pre-Processing/1. Data Pre-Processing 1.mp4 136.53 MB
15. Data Pre-Processing/10. Data Pre-Processing 6.mp4 43.64 MB
15. Data Pre-Processing/11. Data Pre-Processing 7.mp4 145.96 MB
15. Data Pre-Processing/3. Data Pre-Processing 2.mp4 125.61 MB
15. Data Pre-Processing/5. Data Pre-Processing 3.mp4 109.2 MB
15. Data Pre-Processing/7. Data Pre-Processing 4.mp4 97.86 MB
15. Data Pre-Processing/8. Data Pre-Processing 5.mp4 156.06 MB
16. SUPERVISED LEARNING REGRESSION/1. Linear Regression 1.mp4 74.28 MB
16. SUPERVISED LEARNING REGRESSION/10. Linear Regression 9 - Stepwise Regression.mp4 164.05 MB
16. SUPERVISED LEARNING REGRESSION/11. Linear Regression 10 - Dummy Variable.mp4 112.62 MB
16. SUPERVISED LEARNING REGRESSION/12. Linear Regression 11 - Non Linear.mp4 89.49 MB
16. SUPERVISED LEARNING REGRESSION/2. Linear Regression 2.mp4 112.07 MB
16. SUPERVISED LEARNING REGRESSION/3. Linear Regression 3.mp4 233.08 MB
16. SUPERVISED LEARNING REGRESSION/4. Linear Regression 4.mp4 179.4 MB
16. SUPERVISED LEARNING REGRESSION/5. Linear Regression 5.mp4 247.48 MB
16. SUPERVISED LEARNING REGRESSION/6. Linear Regression 6.mp4 135.13 MB
16. SUPERVISED LEARNING REGRESSION/7. Linear Regression 7 - Correlation Part 1.mp4 125.09 MB
16. SUPERVISED LEARNING REGRESSION/8. Linear Regression 7 - Correlation Part 2.mp4 144.58 MB
16. SUPERVISED LEARNING REGRESSION/9. Linear Regression 8 - Stepwise Regression.mp4 102.47 MB
17. Classification Overview/1. Classification Overview.mp4 100.41 MB
18. Logistic Regression/1. Logistics Regression Intuition.mp4 103.35 MB
18. Logistic Regression/2. R Code Implementation -Part1.mp4 53.83 MB
18. Logistic Regression/3. R Code Implementation -Part2.mp4 120.34 MB
18. Logistic Regression/5. Model Evaluation.mp4 115.29 MB
18. Logistic Regression/7. Telecom Churn Case Study.mp4 247.38 MB
18. Logistic Regression/9. Summary.mp4 56.44 MB
19. K-NN/1. K-NN Intuition.mp4 95.1 MB
19. K-NN/2. K-NN R Code Implementation.mp4 143.62 MB
19. K-NN/4. K-NN Case Study.mp4 177.59 MB
2. INTRODUCTION TO DATA SCIENCE/1. Introduction to Business Analytics.mp4 119.82 MB
2. INTRODUCTION TO DATA SCIENCE/3. Introduction to Machine Learning.mp4 129.73 MB
2. INTRODUCTION TO DATA SCIENCE/5. Introduction To Data Scientist.mp4 85.32 MB
2. INTRODUCTION TO DATA SCIENCE/7. How to switch your career into ML.mp4 130.03 MB
2. INTRODUCTION TO DATA SCIENCE/9. How to switch your career into ML.mp4 34.07 MB
20. SVM/1. SVM - Intuition.mp4 60.2 MB
20. SVM/2. SVM - R Code Implementation.mp4 100.64 MB
20. SVM/4. SVM - Model Tuning.mp4 89.53 MB
20. SVM/6. SVM - Telecom Case Study.mp4 89.44 MB
20. SVM/8. SVM - Non Separable Case and Pros and Cons.mp4 57.08 MB
21. Naive Bayes/1. Naive Bayes - Intuition.mp4 143.85 MB
21. Naive Bayes/2. Naive Bayes - R Code Implementation.mp4 98.94 MB
21. Naive Bayes/3. Naive Bayes - Case Study.mp4 80.19 MB
22. Decision Tree/1. Decision Tree Intuition.mp4 110.92 MB
22. Decision Tree/2. Decision Tree -How it works.mp4 68.67 MB
22. Decision Tree/3. Decision Tree - R Code Implementation.mp4 135.2 MB
22. Decision Tree/4. Decision Tree Pruning.mp4 166.38 MB
22. Decision Tree/5. Decision Tree Case Study.mp4 129.87 MB
23. Random Forest/1. Random Forest - Intuition.mp4 81.88 MB
23. Random Forest/2. Random Forest -R Code Implementation.mp4 54.3 MB
23. Random Forest/3. Random Forest - Case Study.mp4 96.55 MB
24. Capstone Project - Titanic Survival/1. Capstone Project -Introduction.mp4 101.41 MB
24. Capstone Project - Titanic Survival/10. Capstone Project - Random Forest.mp4 27.5 MB
24. Capstone Project - Titanic Survival/2. Capstone Project - Data Understanding.mp4 59.01 MB
24. Capstone Project - Titanic Survival/3. Capstone Project - Lazy Predictor.mp4 67.42 MB
24. Capstone Project - Titanic Survival/4. Capstone Project - Data Preparation.mp4 72.51 MB
24. Capstone Project - Titanic Survival/5. Capstone Project - Data Exploration.mp4 52.27 MB
24. Capstone Project - Titanic Survival/6. Capstone Project - Feature Engineering.mp4 79.38 MB
24. Capstone Project - Titanic Survival/7. Capstone Project - Logistics Regression.mp4 193.53 MB
24. Capstone Project - Titanic Survival/8. Capstone Project - Logistics Regression 2.mp4 47.41 MB
24. Capstone Project - Titanic Survival/9. Capstone Project - Decision Tree.mp4 206.18 MB
25. K-Mean Clustering/1. Unsupervised Learning Introduction.mp4 40.56 MB
25. K-Mean Clustering/2. K-Mean Clustering Intuition.mp4 148.43 MB
25. K-Mean Clustering/3. K-Mean Clustering R Code Implementation.mp4 174.02 MB
25. K-Mean Clustering/4. K-Mean Clustering Case Study.mp4 112.73 MB
26. Hierarchical Clustering/1. Hierarchical Clustering Intuition.mp4 79.46 MB
26. Hierarchical Clustering/2. Hierarchical Clustering R Code Implementation.mp4 168.4 MB
26. Hierarchical Clustering/3. Hierarchical Clustering Case Study.mp4 73.24 MB
27. DBScan Clustering/1. DBScan Clustering -Intuition and R Code.mp4 100.44 MB
27. DBScan Clustering/2. DBScan Clustering - Case Study.mp4 85.77 MB
28. Principal Component Analysis (PCA)/1. PCA - Intuition.mp4 80.14 MB
28. Principal Component Analysis (PCA)/2. PCA - R Code Implementation.mp4 181.91 MB
28. Principal Component Analysis (PCA)/3. PCA - Case Study.mp4 171.79 MB
29. Association Rule Mining/1. Association Rule Mining -Introduction.mp4 159.47 MB
29. Association Rule Mining/2. Association Rule Mining -R Code Implementation.mp4 111.87 MB
29. Association Rule Mining/3. Association Rule Mining - Pre-Processing.mp4 71.76 MB
29. Association Rule Mining/4. Association Rule Mining - Case Study.mp4 204.13 MB
3. Course Curriculum Overview/1. What We are Going to Discuss Over the Course.mp4 218.63 MB
30. Capstone Project - Big Mart Sell/1. Big Mart Sale - Data Structure.mp4 112.05 MB
30. Capstone Project - Big Mart Sell/2. Big Mart Sale - Univariate Analysis.mp4 105.02 MB
30. Capstone Project - Big Mart Sell/3. Big Mart Sale - Bi-Variate Analysis.mp4 83.43 MB
30. Capstone Project - Big Mart Sell/4. Big Mart Sale - Fetature Engineering.mp4 144.57 MB
30. Capstone Project - Big Mart Sell/5. Big Mart Sale - Pre-Processing.mp4 235.09 MB
30. Capstone Project - Big Mart Sell/6. Big Mart Sale - Model Building & Evaluation.mp4 201.04 MB
31. Model Deployment/1. Model Deployment - Workflow.mp4 71.35 MB
31. Model Deployment/2. Model Deployment - Pre Requisite.mp4 99.07 MB
31. Model Deployment/3. Model Deployment - Steps To Follow.mp4 199.42 MB
31. Model Deployment/4. Model Deployment - Azure ML DEMO.mp4 127.54 MB
4. INTRODUCTION TO R/1. Introduction to R.mp4 143.92 MB
4. INTRODUCTION TO R/3. Setting up R.mp4 124.3 MB
5. R Programming/1. R Programming - R Operator.mp4 132.48 MB
5. R Programming/2. R Conditional Statement & Loop.mp4 90.77 MB
5. R Programming/4. R Programming - R Function.mp4 128.43 MB
5. R Programming/6. R Programming - R Function #2.mp4 111.19 MB
5. R Programming/8. R Programming - R Function #3.mp4 49.28 MB
6. R Data Structure/1. R Data Structure - Vector.mp4 105.48 MB
6. R Data Structure/10. R Data Structure - Factor.mp4 54.28 MB
6. R Data Structure/13. R Data Structure - List.mp4 60.78 MB
6. R Data Structure/4. Matrix, Array and Data Frame.mp4 150.36 MB
6. R Data Structure/8. A Deep Drive to R Data Frame.mp4 140.76 MB
7. Import and Export in R/1. Import CSV Data in R.mp4 87.45 MB
7. Import and Export in R/10. Export Data in R - CSV & Excel.mp4 41.25 MB
7. Import and Export in R/4. Import Text Data in R.mp4 32.71 MB
7. Import and Export in R/7. Import Excel, Web Data in R.mp4 148.98 MB
7. Import and Export in R/9. Export Data in R - Text.mp4 21.71 MB
8. Data Manipulation/1. Data Manipulation - Apply Function.mp4 115.14 MB
8. Data Manipulation/10. Data Manipulation - group by.mp4 98.04 MB
8. Data Manipulation/12. Data Manipulation - Date.mp4 108.57 MB
8. Data Manipulation/3. Data Manipulation - select.mp4 127.84 MB
8. Data Manipulation/4. Data Manipulation - mutate.mp4 186.27 MB
8. Data Manipulation/5. Data Manipulation - filter.mp4 186.13 MB
8. Data Manipulation/6. Data Manipulation - arrange.mp4 108.22 MB
8. Data Manipulation/8. Data Manipulation - Pipe Operator.mp4 132.8 MB
9. Data Visualization/1. Introduction to Data Visualization & Scatter Plot.mp4 120.74 MB
9. Data Visualization/11. Data Visualization - Bar Plot.mp4 70.43 MB
9. Data Visualization/13. Data Visualization - Pie Chart.mp4 66 MB
9. Data Visualization/15. Data Visualization - Histogram.mp4 77.98 MB
9. Data Visualization/17. Data Visualization - Density Plot.mp4 24.72 MB
9. Data Visualization/19. Data Visualization - Box Plot.mp4 50.61 MB
9. Data Visualization/21. Data Visualization - Mosaic Plot and Heat Map.mp4 78.27 MB
9. Data Visualization/23. Data Visualization - 3D Plot.mp4 118.51 MB
9. Data Visualization/25. Correlation Plot and Word Cloud.mp4 105.76 MB
9. Data Visualization/27. Data Visualization - ggplot2 Part 1.mp4 127.01 MB
9. Data Visualization/28. Data Visualization - ggplot2 Part 2.mp4 88.09 MB
9. Data Visualization/3. Data Visualization - mfrow.mp4 84.38 MB
9. Data Visualization/30. Data Visualization - ggplot2 Part 3.mp4 156.47 MB
9. Data Visualization/5. Data Visualization - pch.mp4 140.17 MB
9. Data Visualization/7. Data Visualization - Color.mp4 12.13 MB
9. Data Visualization/9. Data Visualization - Line Chart.mp4 34.97 MB
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