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1. Meet Your Instructor (Size: 17.45 GB) (Files: 478)
1. Meet Your Instructor
1. Meet Your Instructor.mp4
1. Meet Your Instructor.vtt
2. Course Curriculum Overview.html
2.1 Data Science - Course Carriculum Udemy.xlsx.xlsx
3. Join Our Private Facebook and Telegram Group ($497 Value).html
10. Introduction To Statistics
1. Intro To Stat - Part 1.mp4
1. Intro To Stat - Part 1.vtt
10. Introduction To Statistic - Part 5 STUDY NOTE.html
11. Intro To Stat - Part 6.mp4
11. Intro To Stat - Part 6.vtt
12. Intro To Stat - Part 7.mp4
12. Intro To Stat - Part 7.vtt
13. Introduction To Statistic - Part 7 STUDY NOTE.html
14. Intro To Stat - Part 8.mp4
14. Intro To Stat - Part 8.vtt
15. Introduction To Statistic - Part 8 STUDY NOTE.html
16. Intro To Stat - Part 9.mp4
16. Intro To Stat - Part 9.vtt
17. Introduction To Statistic - Part 9 STUDY NOTE.html
18. Intro To Stat - Part 10.mp4
18. Intro To Stat - Part 10.vtt
19. Introduction To Statistic - Part 10 STUDY NOTE.html
2. Introduction To Statistic - Part 1 STUDY NOTE.html
20. Intro To Stat - Part 11.mp4
20. Intro To Stat - Part 11.vtt
21. Introduction To Statistics - All Codes.html
21.1 Introduction-to-Statistics-codes-word-version.docx.docx
21.2 Intro-To-Statistic.pdf.pdf
3. Intro To Stat - Part 2.mp4
3. Intro To Stat - Part 2.vtt
4. Introduction To Statistic - Part 2 STUDY NOTE.html
5. Intro To Stat - Part 3.mp4
5. Intro To Stat - Part 3.vtt
6. Introduction To Statistic - Part 3 STUDY NOTE.html
7. Intro To Stat - Part 4.mp4
7. Intro To Stat - Part 4.vtt
8. Part 4 Introduction To Statistic STUDY NOTE.html
9. Intro To Stat - Part 5.mp4
9. Intro To Stat - Part 5.vtt
11. HYPOTHESIS Testing -1
1. Hypothesys Testing - Part 1.mp4
1. Hypothesys Testing - Part 1.vtt
2. Hypothesys Testing in Practice - Part 1 STUDY NOTE.html
3. Hypothesys Testing - Part 2.mp4
3. Hypothesys Testing - Part 2.vtt
4. Hypothesys Testing - Part 2 STUDY NOTES.html
5. Hypothesys Testing - Part 3.mp4
5. Hypothesys Testing - Part 3.vtt
6. Hypothesys Testing - Part 4.mp4
6. Hypothesys Testing - Part 4.vtt
7. Hypothesys Testing - Part 4 STUDY NOTES.html
12. Hypothesis Testing in Practice
1. Hypothesys Testing in Practice - Part 1.mp4
1. Hypothesys Testing in Practice - Part 1.vtt
10. Chi Square -Part 1.mp4
10. Chi Square -Part 1.vtt
11. Chi Square -Part 1 STUDY NOTE.html
12. Chi Square -Part 2.mp4
12. Chi Square -Part 2.vtt
13. Chi Square -Part 2 STUDY NOTE.html
14. ANOVA - Part 1.mp4
14. ANOVA - Part 1.vtt
15. ANOVA 1 STUDY NOTE.html
16. ANOVA - Part 2.mp4
16. ANOVA - Part 2.vtt
17. What we discussed in the chapter so far - Summary of the Chapter.mp4
17. What we discussed in the chapter so far - Summary of the Chapter.vtt
18. All Codes Hypothesis Testing in Practice.html
18.1 hypo 10.docx.docx
2. Hypothesys Testing in Practice - Part 1 STUDY NOTE.html
3. Hypothesys Testing in Practice - Part 2.mp4
3. Hypothesys Testing in Practice - Part 2.vtt
4. Hypothesys Testing in Practice - Part 3.mp4
4. Hypothesys Testing in Practice - Part 3.vtt
5. Hypothesys Testing in Practice - Part 3 STUDY NOTE.html
6. Hypothesys Testing in Practice - Part 4.mp4
6. Hypothesys Testing in Practice - Part 4.vtt
7. Hypothesys Testing in Practice - Part 5.mp4
7. Hypothesys Testing in Practice - Part 5.vtt
8. Hypothesys Testing in Practice - Part 5 STUDY NOTE.html
9. Hypothesys Testing in Practice - Part 6.mp4
9. Hypothesys Testing in Practice - Part 6.vtt
13. Machine Learning Toolbox
1. Machine Learning Toolbox - Part 1.mp4
1. Machine Learning Toolbox - Part 1.vtt
2. Machine Learning Toolbox - Part 2.mp4
2. Machine Learning Toolbox - Part 2.vtt
14. Business Use Case Understaing
1. Business Case Understanding.mp4
1. Business Case Understanding.vtt
15. Data Pre-Processing
1. Data Pre-Processing 1.mp4
1. Data Pre-Processing 1.vtt
10. Data Pre-Processing 6.mp4
10. Data Pre-Processing 6.vtt
11. Data Pre-Processing 7.mp4
11. Data Pre-Processing 7.vtt
12. CODES-Data Pre-Processing 7.html
13. Data Pre-processing Codes.html
13.1 Lesson 13 - Data Pre-Processing - code 2.pdf.pdf
13.2 Lesson 13 - Data Pre-Processing -code1.pdf.pdf
2. CODES-Data Pre-Processing 1.html
3. Data Pre-Processing 2.mp4
3. Data Pre-Processing 2.vtt
4. CODES-Data Pre-Processing 2.html
5. Data Pre-Processing 3.mp4
5. Data Pre-Processing 3.vtt
6. CODES-Data Pre-Processing 3.html
7. Data Pre-Processing 4.mp4
7. Data Pre-Processing 4.vtt
8. Data Pre-Processing 5.mp4
8. Data Pre-Processing 5.vtt
9. CODES-Data Pre-Processing 5.html
16. SUPERVISED LEARNING REGRESSION
1. Linear Regression 1.mp4
1. Linear Regression 1.vtt
10. Linear Regression 9 - Stepwise Regression.mp4
10. Linear Regression 9 - Stepwise Regression.vtt
11. Linear Regression 10 - Dummy Variable.mp4
11. Linear Regression 10 - Dummy Variable.vtt
12. Linear Regression 11 - Non Linear.mp4
12. Linear Regression 11 - Non Linear.vtt
13. All Codes REGRESSION.html
13.1 All codes Regression - 4 codes.zip.zip
2. Linear Regression 2.mp4
2. Linear Regression 2.vtt
3. Linear Regression 3.mp4
3. Linear Regression 3.vtt
4. Linear Regression 4.mp4
4. Linear Regression 4.vtt
5. Linear Regression 5.mp4
5. Linear Regression 5.vtt
6. Linear Regression 6.mp4
6. Linear Regression 6.vtt
7. Linear Regression 7 - Correlation Part 1.mp4
7. Linear Regression 7 - Correlation Part 1.vtt
8. Linear Regression 7 - Correlation Part 2.mp4
8. Linear Regression 7 - Correlation Part 2.vtt
9. Linear Regression 8 - Stepwise Regression.mp4
9. Linear Regression 8 - Stepwise Regression.vtt
17. Classification Overview
1. Classification Overview.mp4
1. Classification Overview.vtt
18. Logistic Regression
1. Logistics Regression Intuition.mp4
1. Logistics Regression Intuition.vtt
10. Logistic Regression All Codes.html
10.1 Social_Network_Ads.csv.csv
10.2 Churn Data.csv.csv
10.3 Lesson 16 - Logistics Regression - mtcars data.pdf.pdf
10.4 Churn Model data.pdf.pdf
10.5 Lesson 16 - Logistics Regression - social network data.pdf.pdf
2. R Code Implementation -Part1.mp4
2. R Code Implementation -Part1.vtt
3. R Code Implementation -Part2.mp4
3. R Code Implementation -Part2.vtt
4. CODES - R Code Implementation -Part2.html
5. Model Evaluation.mp4
5. Model Evaluation.vtt
6. CODE-Model Evaluation.html
7. Telecom Churn Case Study.mp4
7. Telecom Churn Case Study.vtt
8. CODES - Telecom Churn Case Study.html
9. Summary.mp4
9. Summary.vtt
19. K-NN
1. K-NN Intuition.mp4
1. K-NN Intuition.vtt
2. K-NN R Code Implementation.mp4
2. K-NN R Code Implementation.vtt
3. CODES -K-NN R Code Implementation.html
4. K-NN Case Study.mp4
4. K-NN Case Study.vtt
5. CODES - K-NN Case Study.html
6. All Codes KNN.html
6.1 KNN - Case Study.pdf.pdf
6.2 Social_Network_Ads.csv.csv
6.3 KNN Codes.pdf.pdf
2. INTRODUCTION TO DATA SCIENCE
1. Introduction to Business Analytics.mp4
1. Introduction to Business Analytics.vtt
10. How to switch your career into ML Part #2.html
2. Introduction to Business Analytics.html
3. Introduction to Machine Learning.mp4
3. Introduction to Machine Learning.vtt
4. Introduction to Machine Learning.html
5. Introduction To Data Scientist.mp4
5. Introduction To Data Scientist.vtt
6. Introduction To Data Scientist.html
7. How to switch your career into ML.mp4
7. How to switch your career into ML.vtt
8. How to switch your career into ML.html
9. How to switch your career into ML.mp4
9. How to switch your career into ML.vtt
20. SVM
1. SVM - Intuition.mp4
1. SVM - Intuition.vtt
2. SVM - R Code Implementation.mp4
2. SVM - R Code Implementation.vtt
3. CODES - SVM - R Code Implementation.html
4. SVM - Model Tuning.mp4
4. SVM - Model Tuning.vtt
5. CODES - SVM - Model Tuning.html
6. SVM - Telecom Case Study.mp4
6. SVM - Telecom Case Study.vtt
7. CODES - SVM - Telecom Case Study.html
8. SVM - Non Separable Case and Pros and Cons.mp4
8. SVM - Non Separable Case and Pros and Cons.vtt
9. SVM - All Codes.html
9.1 Lesson 18 - SVM - casestudy.pdf.pdf
9.2 Lesson 18 - SVM - chunt.pdf.pdf
9.3 Social_Network_Ads.csv.csv
9.4 Lesson 18 - SVM - iris.pdf.pdf
21. Naive Bayes
1. Naive Bayes - Intuition.mp4
1. Naive Bayes - Intuition.vtt
2. Naive Bayes - R Code Implementation.mp4
2. Naive Bayes - R Code Implementation.vtt
3. Naive Bayes - Case Study.mp4
3. Naive Bayes - Case Study.vtt
4. Naive Bayes - Codes.html
4.1 Naive_Bayes-Case Study.pdf.pdf
4.2 Loan Default.csv.csv
4.3 Social_Network_Ads.csv.csv
4.4 Naive_Bayes codes.pdf.pdf
22. Decision Tree
1. Decision Tree Intuition.mp4
1. Decision Tree Intuition.vtt
2. Decision Tree -How it works.mp4
2. Decision Tree -How it works.vtt
3. Decision Tree - R Code Implementation.mp4
3. Decision Tree - R Code Implementation.vtt
4. Decision Tree Pruning.mp4
4. Decision Tree Pruning.vtt
5. Decision Tree Case Study.mp4
5. Decision Tree Case Study.vtt
6. Decision Tree - All Codes.html
6.1 Churn Data.csv.csv
6.2 Decision Tree - codes.pdf.pdf
23. Random Forest
1. Random Forest - Intuition.mp4
1. Random Forest - Intuition.vtt
2. Random Forest -R Code Implementation.mp4
2. Random Forest -R Code Implementation.vtt
3. Random Forest - Case Study.mp4
3. Random Forest - Case Study.vtt
4. Codes & Data Sets - Random Forest.html
4.1 all codes random forest 2 codes.zip.zip
24. Capstone Project - Titanic Survival
1. Capstone Project -Introduction.mp4
1. Capstone Project -Introduction.vtt
10. Capstone Project - Random Forest.mp4
10. Capstone Project - Random Forest.vtt
11. All Codes and Data Set - Titanic Survival Project.html
11.1 All Codes Capstone Project -Titanic Survival.zip.zip
2. Capstone Project - Data Understanding.mp4
2. Capstone Project - Data Understanding.vtt
3. Capstone Project - Lazy Predictor.mp4
3. Capstone Project - Lazy Predictor.vtt
4. Capstone Project - Data Preparation.mp4
4. Capstone Project - Data Preparation.vtt
5. Capstone Project - Data Exploration.mp4
5. Capstone Project - Data Exploration.vtt
6. Capstone Project - Feature Engineering.mp4
6. Capstone Project - Feature Engineering.vtt
7. Capstone Project - Logistics Regression.mp4
7. Capstone Project - Logistics Regression.vtt
8. Capstone Project - Logistics Regression 2.mp4
8. Capstone Project - Logistics Regression 2.vtt
9. Capstone Project - Decision Tree.mp4
9. Capstone Project - Decision Tree.vtt
25. K-Mean Clustering
1. Unsupervised Learning Introduction.mp4
1. Unsupervised Learning Introduction.vtt
2. K-Mean Clustering Intuition.mp4
2. K-Mean Clustering Intuition.vtt
3. K-Mean Clustering R Code Implementation.mp4
3. K-Mean Clustering R Code Implementation.vtt
4. K-Mean Clustering Case Study.mp4
4. K-Mean Clustering Case Study.vtt
5. All Codes K-Mean Clustering.html
5.1 All Codes K-Mean Clustering.zip.zip
26. Hierarchical Clustering
1. Hierarchical Clustering Intuition.mp4
1. Hierarchical Clustering Intuition.vtt
2. Hierarchical Clustering R Code Implementation.mp4
2. Hierarchical Clustering R Code Implementation.vtt
3. Hierarchical Clustering Case Study.mp4
3. Hierarchical Clustering Case Study.vtt
4. All Codes - Hierarchical Clustering.html
4.1 All Codes - Hierarchical CLustering.zip.zip
27. DBScan Clustering
1. DBScan Clustering -Intuition and R Code.mp4
1. DBScan Clustering -Intuition and R Code.vtt
2. DBScan Clustering - Case Study.mp4
2. DBScan Clustering - Case Study.vtt
3. All codes - DBScan Clustering.html
3.1 All Codes DBScan Clustering.zip.zip
28. Principal Component Analysis (PCA)
1. PCA - Intuition.mp4
1. PCA - Intuition.vtt
2. PCA - R Code Implementation.mp4
2. PCA - R Code Implementation.vtt
3. PCA - Case Study.mp4
3. PCA - Case Study.vtt
4. All Codes - PCA.html
4.1 All codes Principal Component Analysis.zip.zip
29. Association Rule Mining
1. Association Rule Mining -Introduction.mp4
1. Association Rule Mining -Introduction.vtt
2. Association Rule Mining -R Code Implementation.mp4
2. Association Rule Mining -R Code Implementation.vtt
3. Association Rule Mining - Pre-Processing.mp4
3. Association Rule Mining - Pre-Processing.vtt
4. Association Rule Mining - Case Study.mp4
4. Association Rule Mining - Case Study.vtt
5. All Codes - Association Rule Mining.html
5.1 All Codes Association Rule Mining - 5 codes.zip.zip
3. Course Curriculum Overview
1. What We are Going to Discuss Over the Course.mp4
1. What We are Going to Discuss Over the Course.vtt
30. Capstone Project - Big Mart Sell
1. Big Mart Sale - Data Structure.mp4
1. Big Mart Sale - Data Structure.vtt
2. Big Mart Sale - Univariate Analysis.mp4
2. Big Mart Sale - Univariate Analysis.vtt
3. Big Mart Sale - Bi-Variate Analysis.mp4
3. Big Mart Sale - Bi-Variate Analysis.vtt
4. Big Mart Sale - Fetature Engineering.mp4
4. Big Mart Sale - Fetature Engineering.vtt
5. Big Mart Sale - Pre-Processing.mp4
5. Big Mart Sale - Pre-Processing.vtt
6. Big Mart Sale - Model Building & Evaluation.mp4
6. Big Mart Sale - Model Building & Evaluation.vtt
7. Capstone Project - Big Mart Sell All Codes.html
7.1 Big Mart Sale 4 files.zip.zip
31. Model Deployment
1. Model Deployment - Workflow.mp4
1. Model Deployment - Workflow.vtt
2. Model Deployment - Pre Requisite.mp4
2. Model Deployment - Pre Requisite.vtt
3. Model Deployment - Steps To Follow.mp4
3. Model Deployment - Steps To Follow.vtt
4. Model Deployment - Azure ML DEMO.mp4
4. Model Deployment - Azure ML DEMO.vtt
32. Bonus Section - $997 Value Inside
1. All Bonus - Interview Preparation + PDF + Private Group.html
4. INTRODUCTION TO R
1. Introduction to R.mp4
1. Introduction to R.vtt
2. Introduction to R.html
3. Setting up R.mp4
3. Setting up R.vtt
5. R Programming
1. R Programming - R Operator.mp4
1. R Programming - R Operator.vtt
10. All Codes R Programming Study Note.html
10.1 R-Programming-Codes.pdf.pdf
2. R Conditional Statement & Loop.mp4
2. R Conditional Statement & Loop.vtt
2.1 R-Programming-conditional statement and loop.pdf.pdf
3. R Conditional Statement & Loop Study Note.html
3.1 R-Programming-conditional statement and loop.pdf.pdf
4. R Programming - R Function.mp4
4. R Programming - R Function.vtt
5. R Programming - Function in R Study Note #1.html
5.1 R-Programming-Function-in-R-Study-Note.pdf.pdf
6. R Programming - R Function #2.mp4
6. R Programming - R Function #2.vtt
7. R Programming - R Function #2.html
7.1 11-R-Programming-R-Function-Study-Note 2.pdf.pdf
8. R Programming - R Function #3.mp4
8. R Programming - R Function #3.vtt
9. R Programming - R Function #3.html
6. R Data Structure
1. R Data Structure - Vector.mp4
1. R Data Structure - Vector.vtt
10. R Data Structure - Factor.mp4
10. R Data Structure - Factor.vtt
11. R Data Structure - Factor Study Notes.html
11.1 16.R-Data-Structure-Factor.pdf.pdf
12. Codes - Factor.html
13. R Data Structure - List.mp4
13. R Data Structure - List.vtt
14. List - Study Note.html
14.1 17-R-Data-Structure-List.pdf.pdf
15. Code - List.html
16. All Code R Data Structure.html
16.1 R-Data-Structure-CODES.pdf.pdf
2. Vector Study Note.html
2.1 Data-Structure-Vector-Study-Note.pdf.pdf
3. All Code - Vector.html
4. Matrix, Array and Data Frame.mp4
4. Matrix, Array and Data Frame.vtt
5. Matrix, Array and Data Frame - Study Note.html
6. CODES - Matrix, Array and Data Frame.html
7. Code - Data Frame Part #2.html
8. A Deep Drive to R Data Frame.mp4
8. A Deep Drive to R Data Frame.vtt
9. A Deep Drive to R Data Frame - Study Note.html
9.1 A-deep-drive-into-data-frames-Study-Notes 3.pdf.pdf
7. Import and Export in R
1. Import CSV Data in R.mp4
1. Import CSV Data in R.vtt
10. Export Data in R - CSV & Excel.mp4
10. Export Data in R - CSV & Excel.vtt
10.1 Newmtcars.xlsx.xlsx
11. Export Data in R - Text,CSV & Excel Study Note.html
12. All Code Import and Export in R.html
12.1 Import-Export-Code.docx.docx
12.2 hotdog.txt.txt
12.3 NewHotdog.txt.txt
12.4 my_df.csv.csv
12.5 titanic_train.csv.csv
12.6 Newmtcars.xlsx.xlsx
12.7 urbanpop.xlsx.xlsx
2. Import CSV Data in R study note.html
2.1 titanic-train.csv.csv
3. Code - Import CSV Data in R.html
4. Import Text Data in R.mp4
4. Import Text Data in R.vtt
5. Import Text Data in R STUDY NOTE.html
5.1 NewHotdog.txt.txt
6. CODE - Import Text Data in R.html
7. Import Excel, Web Data in R.mp4
7. Import Excel, Web Data in R.vtt
7.1 urbanpop.xlsx.xlsx
8. Import Excel, Web Data in R STUDY NOTE.html
9. Export Data in R - Text.mp4
9. Export Data in R - Text.vtt
8. Data Manipulation
1. Data Manipulation - Apply Function.mp4
1. Data Manipulation - Apply Function.vtt
10. Data Manipulation - group by.mp4
10. Data Manipulation - group by.vtt
11. Group By Function Study Note.html
12. Data Manipulation - Date.mp4
12. Data Manipulation - Date.vtt
13. Data Manipulation - Date with R STUDY NOTE.html
14. All Code Data Manipulation.html
14.1 Data-Manipulation.docx.docx
2. Data Manipulation - Apply Function STUDY NOTE.html
3. Data Manipulation - select.mp4
3. Data Manipulation - select.vtt
4. Data Manipulation - mutate.mp4
4. Data Manipulation - mutate.vtt
5. Data Manipulation - filter.mp4
5. Data Manipulation - filter.vtt
6. Data Manipulation - arrange.mp4
6. Data Manipulation - arrange.vtt
7. mutate(),filter(),arrange() Function Study Note.html
8. Data Manipulation - Pipe Operator.mp4
8. Data Manipulation - Pipe Operator.vtt
9. Pipe operator Study Note.html
9. Data Visualization
1. Introduction to Data Visualization & Scatter Plot.mp4
1. Introduction to Data Visualization & Scatter Plot.vtt
10. Data Visualization - Line Chart Study Note.html
11. Data Visualization - Bar Plot.mp4
11. Data Visualization - Bar Plot.vtt
12. Data Visualization - Bar Plot STUDY NOTE.html
13. Data Visualization - Pie Chart.mp4
13. Data Visualization - Pie Chart.vtt
14. Data Visualization - Pie Chart STUDY NOTE.html
15. Data Visualization - Histogram.mp4
15. Data Visualization - Histogram.vtt
16. Data Visualization - Histogram STUDY NOTE.html
17. Data Visualization - Density Plot.mp4
17. Data Visualization - Density Plot.vtt
18. Data Visualization - Density Plot STUDY NOTE.html
19. Data Visualization - Box Plot.mp4
19. Data Visualization - Box Plot.vtt
2. Data Visualization - Scatter Plot Study Note.html
20. Data Visualization - Box Plot STUDY NOTE.html
21. Data Visualization - Mosaic Plot and Heat Map.mp4
21. Data Visualization - Mosaic Plot and Heat Map.vtt
22. Data Visualization - Mosaic Plot and Heat Map SYUDY NOTE.html
23. Data Visualization - 3D Plot.mp4
23. Data Visualization - 3D Plot.vtt
24. Data Visualization - 3D Plot STUDY NOTE.html
25. Correlation Plot and Word Cloud.mp4
25. Correlation Plot and Word Cloud.vtt
26. Data Visualization - Word Cloud STUDY NOTE.html
27. Data Visualization - ggplot2 Part 1.mp4
27. Data Visualization - ggplot2 Part 1.vtt
28. Data Visualization - ggplot2 Part 2.mp4
28. Data Visualization - ggplot2 Part 2.vtt
29. PART 2 Data Visualization - ggplot2.html
3. Data Visualization - mfrow.mp4
3. Data Visualization - mfrow.vtt
30. Data Visualization - ggplot2 Part 3.mp4
30. Data Visualization - ggplot2 Part 3.vtt
31. PART 3 Data Visualization - ggplot2.html
32. All Code Data Visualization.html
32.1 data-visualization-codes-pdf.pdf.pdf
33. Par Function Code.html
33.1 par function.docx.docx
4. Data Visualization - mfrow Study Note.html
5. Data Visualization - pch.mp4
5. Data Visualization - pch.vtt
6. Data Visualization - pch Study Note.html
7. Data Visualization - Color.mp4
7. Data Visualization - Color.vtt
8. Data Visualization - Color Study Note.html
9. Data Visualization - Line Chart.mp4
9. Data Visualization - Line Chart.vtt
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