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[FreeCourseSite.com] Udemy - Data Science Masterclass With R! 4 Projects+8 Case Studies
magnet:?xt=urn:btih:ef9510b61f78d87604a8781c1a49b34d58000b7f&dn=[FreeCourseSite.com] Udemy - Data Science Masterclass With R! 4 Projects+8 Case Studies
磁力链接详情
Hash值:
ef9510b61f78d87604a8781c1a49b34d58000b7f
点击数:
243
文件大小:
15.78 GB
文件数量:
152
创建日期:
2019-1-26 21:28
最后访问:
2024-6-28 10:28
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 106.91 MB
10. Introduction To Statistics/11. Intro To Stat - Part 6.mp4 69.45 MB
10. Introduction To Statistics/12. Intro To Stat - Part 7.mp4 163.79 MB
10. Introduction To Statistics/14. Intro To Stat - Part 8.mp4 115.16 MB
10. Introduction To Statistics/16. Intro To Stat - Part 9.mp4 108.25 MB
10. Introduction To Statistics/18. Intro To Stat - Part 10.mp4 144.94 MB
10. Introduction To Statistics/20. Intro To Stat - Part 11.mp4 66.83 MB
10. Introduction To Statistics/3. Intro To Stat - Part 2.mp4 71.12 MB
10. Introduction To Statistics/5. Intro To Stat - Part 3.mp4 123.21 MB
10. Introduction To Statistics/7. Intro To Stat - Part 4.mp4 28.51 MB
10. Introduction To Statistics/9. Intro To Stat - Part 5.mp4 123.91 MB
11. HYPOTHESIS Testing -1/1. Hypothesys Testing - Part 1.mp4 68.37 MB
11. HYPOTHESIS Testing -1/3. Hypothesys Testing - Part 2.mp4 104.72 MB
11. HYPOTHESIS Testing -1/5. Hypothesys Testing - Part 3.mp4 108.31 MB
11. HYPOTHESIS Testing -1/6. Hypothesys Testing - Part 4.mp4 50.83 MB
12. Hypothesis Testing in Practice/1. Hypothesys Testing in Practice - Part 1.mp4 156.03 MB
12. Hypothesis Testing in Practice/10. Chi Square -Part 1.mp4 97.18 MB
12. Hypothesis Testing in Practice/12. Chi Square -Part 2.mp4 126.22 MB
12. Hypothesis Testing in Practice/14. ANOVA - Part 1.mp4 106.23 MB
12. Hypothesis Testing in Practice/16. ANOVA - Part 2.mp4 157.41 MB
12. Hypothesis Testing in Practice/17. What we discussed in the chapter so far - Summary of the Chapter.mp4 49 MB
12. Hypothesis Testing in Practice/3. Hypothesys Testing in Practice - Part 2.mp4 111.4 MB
12. Hypothesis Testing in Practice/4. Hypothesys Testing in Practice - Part 3.mp4 154.02 MB
12. Hypothesis Testing in Practice/6. Hypothesys Testing in Practice - Part 4.mp4 119.54 MB
12. Hypothesis Testing in Practice/7. Hypothesys Testing in Practice - Part 5.mp4 94.59 MB
12. Hypothesis Testing in Practice/9. Hypothesys Testing in Practice - Part 6.mp4 141.7 MB
13. Machine Learning Toolbox/1. Machine Learning Toolbox - Part 1.mp4 95.28 MB
13. Machine Learning Toolbox/2. Machine Learning Toolbox - Part 2.mp4 72.72 MB
14. Business Use Case Understaing/1. Business Case Understanding.mp4 89.78 MB
15. Data Pre-Processing/1. Data Pre-Processing 1.mp4 146.1 MB
15. Data Pre-Processing/10. Data Pre-Processing 6.mp4 42.34 MB
15. Data Pre-Processing/11. Data Pre-Processing 7.mp4 135.37 MB
15. Data Pre-Processing/3. Data Pre-Processing 2.mp4 131.23 MB
15. Data Pre-Processing/5. Data Pre-Processing 3.mp4 100.52 MB
15. Data Pre-Processing/7. Data Pre-Processing 4.mp4 89.43 MB
15. Data Pre-Processing/8. Data Pre-Processing 5.mp4 146.44 MB
16. SUPERVISED LEARNING REGRESSION/1. Linear Regression 1.mp4 74.39 MB
16. SUPERVISED LEARNING REGRESSION/10. Linear Regression 9 - Stepwise Regression.mp4 160.57 MB
16. SUPERVISED LEARNING REGRESSION/11. Linear Regression 10 - Dummy Variable.mp4 108.4 MB
16. SUPERVISED LEARNING REGRESSION/12. Linear Regression 11 - Non Linear.mp4 86.93 MB
16. SUPERVISED LEARNING REGRESSION/2. Linear Regression 2.mp4 114.13 MB
16. SUPERVISED LEARNING REGRESSION/3. Linear Regression 3.mp4 244.91 MB
16. SUPERVISED LEARNING REGRESSION/4. Linear Regression 4.mp4 172.52 MB
16. SUPERVISED LEARNING REGRESSION/5. Linear Regression 5.mp4 236.23 MB
16. SUPERVISED LEARNING REGRESSION/6. Linear Regression 6.mp4 128.16 MB
16. SUPERVISED LEARNING REGRESSION/7. Linear Regression 7 - Correlation Part 1.mp4 119.45 MB
16. SUPERVISED LEARNING REGRESSION/8. Linear Regression 7 - Correlation Part 2.mp4 138.63 MB
16. SUPERVISED LEARNING REGRESSION/9. Linear Regression 8 - Stepwise Regression.mp4 97.4 MB
17. Logistic Regression/1. Logistics Regression Intuition.mp4 96.84 MB
17. Logistic Regression/2. R Code Implementation -Part1.mp4 51.5 MB
17. Logistic Regression/3. R Code Implementation -Part2.mp4 116.21 MB
17. Logistic Regression/5. Model Evaluation.mp4 110.6 MB
17. Logistic Regression/7. Telecom Churn Case Study.mp4 240.28 MB
17. Logistic Regression/9. Summary.mp4 52.8 MB
18. K-NN/1. K-NN Intuition.mp4 88.63 MB
18. K-NN/2. K-NN R Code Implementation.mp4 141.28 MB
18. K-NN/4. K-NN Case Study.mp4 173.94 MB
19. SVM/1. SVM - Intuition.mp4 56.44 MB
19. SVM/2. SVM - R Code Implementation.mp4 97.17 MB
19. SVM/4. SVM - Model Tuning.mp4 87.43 MB
19. SVM/6. SVM - Telecom Case Study.mp4 52.79 MB
19. SVM/8. SVM - Non Separable Case.mp4 29.73 MB
19. SVM/9. SVM - Pros and Cons.mp4 29.72 MB
2. INTRODUCTION TO DATA SCIENCE/1. Introduction to Business Analytics.mp4 107.63 MB
2. INTRODUCTION TO DATA SCIENCE/3. Introduction to Machine Learning.mp4 117.6 MB
2. INTRODUCTION TO DATA SCIENCE/5. Introduction To Data Scientist.mp4 86.61 MB
2. INTRODUCTION TO DATA SCIENCE/7. How to switch your career into ML.mp4 117.46 MB
2. INTRODUCTION TO DATA SCIENCE/9. How to switch your career into ML.mp4 31.18 MB
20. Naive Bayes/1. Naive Bayes - Intuition.mp4 136.64 MB
20. Naive Bayes/2. Naive Bayes - R Code Implementation.mp4 96.08 MB
20. Naive Bayes/3. Naive Bayes - Case Study.mp4 76.28 MB
21. Decision Tree/1. Decision Tree Intuition.mp4 102.51 MB
21. Decision Tree/2. Decision Tree -How it works.mp4 67.82 MB
21. Decision Tree/3. Decision Tree - R Code Implementation.mp4 131.23 MB
22. Random Forest/1. Random Forest - Intuition.mp4 81.89 MB
22. Random Forest/2. Random Forest -R Code Implementation.mp4 54.3 MB
22. Random Forest/3. Random Forest - Case Study.mp4 96.55 MB
23. Capstone Project - Titanic Survival/1. Capstone Project -Introduction.mp4 101.41 MB
23. Capstone Project - Titanic Survival/2. Capstone Project - Data Understanding.mp4 59.01 MB
23. Capstone Project - Titanic Survival/3. Capstone Project - Lazy Predictor.mp4 67.42 MB
23. Capstone Project - Titanic Survival/4. Capstone Project - Data Preparation.mp4 72.5 MB
23. Capstone Project - Titanic Survival/5. Capstone Project - Data Exploration.mp4 52.27 MB
23. Capstone Project - Titanic Survival/6. Capstone Project - Feature Engineering.mp4 79.38 MB
24. K-Mean Clustering/1. Unsupervised Learning Introduction.mp4 40.55 MB
24. K-Mean Clustering/2. K-Mean Clustering Intuition.mp4 148.43 MB
24. K-Mean Clustering/3. K-Mean Clustering R Code Implementation.mp4 174.02 MB
24. K-Mean Clustering/4. K-Mean Clustering Case Study.mp4 112.72 MB
25. Hierarchical Clustering/1. Hierarchical Clustering Intuition.mp4 79.46 MB
25. Hierarchical Clustering/2. Hierarchical Clustering R Code Implementation.mp4 168.4 MB
25. Hierarchical Clustering/3. Hierarchical Clustering Case Study.mp4 73.24 MB
26. DBScan Clustering/1. DBScan Clustering -Intuition and R Code.mp4 100.43 MB
26. DBScan Clustering/2. DBScan Clustering - Case Study.mp4 85.77 MB
27. Principal Component Analysis (PCA)/1. PCA - Intuition.mp4 80.14 MB
27. Principal Component Analysis (PCA)/2. PCA - R Code Implementation.mp4 181.91 MB
27. Principal Component Analysis (PCA)/3. PCA - Case Study.mp4 171.8 MB
28. Association Rule Mining/1. Association Rule Mining -Introduction.mp4 159.47 MB
28. Association Rule Mining/2. Association Rule Mining -R Code Implementation.mp4 111.88 MB
28. Association Rule Mining/3. Association Rule Mining - Pre-Processing.mp4 71.77 MB
28. Association Rule Mining/4. Association Rule Mining - Case Study.mp4 204.13 MB
29. Capstone Project - Big Mart Sell/1. Big Mart Sale - Data Structure.mp4 112.05 MB
29. Capstone Project - Big Mart Sell/2. Big Mart Sale - Univariate Analysis.mp4 105.02 MB
29. Capstone Project - Big Mart Sell/3. Big Mart Sale - Bi-Variate Analysis.mp4 83.42 MB
29. Capstone Project - Big Mart Sell/4. Big Mart Sale - Fetature Engineering.mp4 144.57 MB
29. Capstone Project - Big Mart Sell/5. Big Mart Sale - Pre-Processing.mp4 235.09 MB
29. Capstone Project - Big Mart Sell/6. Big Mart Sale - Model Building & Evaluation.mp4 201.04 MB
3. Course Curriculum Overview/1. What We are Going to Discuss Over the Course.mp4 218.64 MB
30. Model Deployment/1. Model Deployment - Workflow.mp4 71.36 MB
30. Model Deployment/2. Model Deployment - Pre Requisite.mp4 99.07 MB
30. Model Deployment/3. Model Deployment - Steps To Follow.mp4 199.42 MB
30. Model Deployment/4. Model Deployment - Azure ML DEMO.mp4 127.54 MB
4. INTRODUCTION TO R/1. Introduction to R.mp4 133.18 MB
4. INTRODUCTION TO R/3. Setting up R.mp4 114.57 MB
5. R Programming/1. R Programming - R Operator.mp4 120.92 MB
5. R Programming/2. R Conditional Statement & Loop.mp4 84.9 MB
5. R Programming/4. R Programming - R Function.mp4 118.16 MB
5. R Programming/6. R Programming - R Function #2.mp4 103.51 MB
5. R Programming/8. R Programming - R Function #3.mp4 50.75 MB
6. R Data Structure/1. R Data Structure - Vector.mp4 111.73 MB
6. R Data Structure/10. R Data Structure - Factor.mp4 54.72 MB
6. R Data Structure/13. R Data Structure - List.mp4 60.68 MB
6. R Data Structure/4. Matrix, Array and Data Frame.mp4 159.63 MB
6. R Data Structure/8. A Deep Drive to R Data Frame.mp4 148.91 MB
7. Import and Export in R/1. Import CSV Data in R.mp4 91.45 MB
7. Import and Export in R/11. Export Data in R - CSV & Excel.mp4 37.85 MB
7. Import and Export in R/4. Import Text Data in R.mp4 33.7 MB
7. Import and Export in R/7. Import Excel, Web Data in R.mp4 139.57 MB
7. Import and Export in R/9. Export Data in R - Text.mp4 19.75 MB
8. Data Manipulation/1. Data Manipulation - Apply Function.mp4 119.93 MB
8. Data Manipulation/10. Data Manipulation - group by.mp4 103.46 MB
8. Data Manipulation/12. Data Manipulation - Date.mp4 98.06 MB
8. Data Manipulation/3. Data Manipulation - select.mp4 117.09 MB
8. Data Manipulation/4. Data Manipulation - mutate.mp4 176.04 MB
8. Data Manipulation/5. Data Manipulation - filter.mp4 189.31 MB
8. Data Manipulation/6. Data Manipulation - arrange.mp4 102.89 MB
8. Data Manipulation/8. Data Manipulation - Pipe Operator.mp4 138.98 MB
9. Data Visualization/1. Introduction to Data Visualization & Scatter Plot.mp4 114.97 MB
9. Data Visualization/11. Data Visualization - Bar Plot.mp4 66.14 MB
9. Data Visualization/13. Data Visualization - Pie Chart.mp4 61.08 MB
9. Data Visualization/15. Data Visualization - Histogram.mp4 75.23 MB
9. Data Visualization/17. Data Visualization - Density Plot.mp4 22.31 MB
9. Data Visualization/19. Data Visualization - Box Plot.mp4 47.38 MB
9. Data Visualization/21. Data Visualization - Mosaic Plot and Heat Map.mp4 72.4 MB
9. Data Visualization/23. Data Visualization - 3D Plot.mp4 113.83 MB
9. Data Visualization/25. Correlation Plot and Word Cloud.mp4 100.09 MB
9. Data Visualization/27. Data Visualization - ggplot2 Part 1.mp4 120.07 MB
9. Data Visualization/28. Data Visualization - ggplot2 Part 2.mp4 82.54 MB
9. Data Visualization/3. Data Visualization - mfrow.mp4 80.99 MB
9. Data Visualization/30. Data Visualization - ggplot2 Part 3.mp4 150.57 MB
9. Data Visualization/5. Data Visualization - Color.mp4 10.31 MB
9. Data Visualization/7. Data Visualization - pch.mp4 132.6 MB
9. Data Visualization/9. Data Visualization - Line Chart.mp4 32.5 MB
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