Data Science Masterclass With R! 4 Projects+8 Case Studies/16. SUPERVISED LEARNING REGRESSION/5. Linear Regression 5.mp4247.48MB
Data Science Masterclass With R! 4 Projects+8 Case Studies/1. Meet Your Instructor/1. Meet Your Instructor.mp420.62MB
Data Science Masterclass With R! 4 Projects+8 Case Studies/2. INTRODUCTION TO DATA SCIENCE/1. Introduction to Business Analytics.mp4119.81MB
Data Science Masterclass With R! 4 Projects+8 Case Studies/2. INTRODUCTION TO DATA SCIENCE/3. Introduction to Machine Learning.mp4129.72MB
Data Science Masterclass With R! 4 Projects+8 Case Studies/2. INTRODUCTION TO DATA SCIENCE/5. Introduction To Data Scientist.mp485.31MB
Data Science Masterclass With R! 4 Projects+8 Case Studies/2. INTRODUCTION TO DATA SCIENCE/7. How to switch your career into ML.mp4130.02MB
Data Science Masterclass With R! 4 Projects+8 Case Studies/2. INTRODUCTION TO DATA SCIENCE/9. How to switch your career into ML.mp434.06MB
Data Science Masterclass With R! 4 Projects+8 Case Studies/3. Course Curriculum Overview/1. What We are Going to Discuss Over the Course.mp4218.63MB
Data Science Masterclass With R! 4 Projects+8 Case Studies/4. INTRODUCTION TO R/1. Introduction to R.mp4143.91MB
Data Science Masterclass With R! 4 Projects+8 Case Studies/4. INTRODUCTION TO R/3. Setting up R.mp4124.29MB
Data Science Masterclass With R! 4 Projects+8 Case Studies/5. R Programming/1. R Programming - R Operator.mp4132.47MB
Data Science Masterclass With R! 4 Projects+8 Case Studies/5. R Programming/2. R Conditional Statement & Loop.mp490.77MB
Data Science Masterclass With R! 4 Projects+8 Case Studies/5. R Programming/4. R Programming - R Function.mp4128.42MB
Data Science Masterclass With R! 4 Projects+8 Case Studies/5. R Programming/6. R Programming - R Function #2.mp4111.18MB
Data Science Masterclass With R! 4 Projects+8 Case Studies/5. R Programming/8. R Programming - R Function #3.mp449.27MB
Data Science Masterclass With R! 4 Projects+8 Case Studies/6. R Data Structure/1. R Data Structure - Vector.mp4105.48MB
Data Science Masterclass With R! 4 Projects+8 Case Studies/6. R Data Structure/4. Matrix, Array and Data Frame.mp4150.35MB
Data Science Masterclass With R! 4 Projects+8 Case Studies/6. R Data Structure/8. A Deep Drive to R Data Frame.mp4140.75MB
Data Science Masterclass With R! 4 Projects+8 Case Studies/6. R Data Structure/10. R Data Structure - Factor.mp454.28MB
Data Science Masterclass With R! 4 Projects+8 Case Studies/6. R Data Structure/13. R Data Structure - List.mp460.78MB
Data Science Masterclass With R! 4 Projects+8 Case Studies/7. Import and Export in R/1. Import CSV Data in R.mp487.44MB
Data Science Masterclass With R! 4 Projects+8 Case Studies/7. Import and Export in R/4. Import Text Data in R.mp432.71MB
Data Science Masterclass With R! 4 Projects+8 Case Studies/7. Import and Export in R/7. Import Excel, Web Data in R.mp4148.97MB
Data Science Masterclass With R! 4 Projects+8 Case Studies/7. Import and Export in R/9. Export Data in R - Text.mp421.7MB
Data Science Masterclass With R! 4 Projects+8 Case Studies/7. Import and Export in R/10. Export Data in R - CSV & Excel.mp441.25MB
Data Science Masterclass With R! 4 Projects+8 Case Studies/8. Data Manipulation/1. Data Manipulation - Apply Function.mp4115.13MB
Data Science Masterclass With R! 4 Projects+8 Case Studies/8. Data Manipulation/3. Data Manipulation - select.mp4127.83MB
Data Science Masterclass With R! 4 Projects+8 Case Studies/8. Data Manipulation/4. Data Manipulation - mutate.mp4186.26MB
Data Science Masterclass With R! 4 Projects+8 Case Studies/8. Data Manipulation/5. Data Manipulation - filter.mp4186.13MB
Data Science Masterclass With R! 4 Projects+8 Case Studies/8. Data Manipulation/6. Data Manipulation - arrange.mp4108.22MB
Data Science Masterclass With R! 4 Projects+8 Case Studies/8. Data Manipulation/8. Data Manipulation - Pipe Operator.mp4132.8MB
Data Science Masterclass With R! 4 Projects+8 Case Studies/8. Data Manipulation/10. Data Manipulation - group by.mp498.04MB
Data Science Masterclass With R! 4 Projects+8 Case Studies/8. Data Manipulation/12. Data Manipulation - Date.mp4108.57MB
Data Science Masterclass With R! 4 Projects+8 Case Studies/9. Data Visualization/1. Introduction to Data Visualization & Scatter Plot.mp4120.74MB
Data Science Masterclass With R! 4 Projects+8 Case Studies/9. Data Visualization/3. Data Visualization - mfrow.mp484.38MB
Data Science Masterclass With R! 4 Projects+8 Case Studies/9. Data Visualization/5. Data Visualization - pch.mp4140.16MB
Data Science Masterclass With R! 4 Projects+8 Case Studies/9. Data Visualization/7. Data Visualization - Color.mp412.13MB
Data Science Masterclass With R! 4 Projects+8 Case Studies/9. Data Visualization/9. Data Visualization - Line Chart.mp434.96MB
Data Science Masterclass With R! 4 Projects+8 Case Studies/9. Data Visualization/11. Data Visualization - Bar Plot.mp470.42MB
Data Science Masterclass With R! 4 Projects+8 Case Studies/9. Data Visualization/13. Data Visualization - Pie Chart.mp466MB
Data Science Masterclass With R! 4 Projects+8 Case Studies/9. Data Visualization/15. Data Visualization - Histogram.mp477.97MB
Data Science Masterclass With R! 4 Projects+8 Case Studies/9. Data Visualization/17. Data Visualization - Density Plot.mp424.71MB
Data Science Masterclass With R! 4 Projects+8 Case Studies/9. Data Visualization/19. Data Visualization - Box Plot.mp450.6MB
Data Science Masterclass With R! 4 Projects+8 Case Studies/9. Data Visualization/21. Data Visualization - Mosaic Plot and Heat Map.mp478.27MB
Data Science Masterclass With R! 4 Projects+8 Case Studies/9. Data Visualization/23. Data Visualization - 3D Plot.mp4118.5MB
Data Science Masterclass With R! 4 Projects+8 Case Studies/9. Data Visualization/25. Correlation Plot and Word Cloud.mp4105.76MB
Data Science Masterclass With R! 4 Projects+8 Case Studies/9. Data Visualization/27. Data Visualization - ggplot2 Part 1.mp4127MB
Data Science Masterclass With R! 4 Projects+8 Case Studies/9. Data Visualization/28. Data Visualization - ggplot2 Part 2.mp488.08MB
Data Science Masterclass With R! 4 Projects+8 Case Studies/9. Data Visualization/30. Data Visualization - ggplot2 Part 3.mp4156.46MB
Data Science Masterclass With R! 4 Projects+8 Case Studies/10. Introduction To Statistics/1. Intro To Stat - Part 1.mp4113.9MB
Data Science Masterclass With R! 4 Projects+8 Case Studies/10. Introduction To Statistics/3. Intro To Stat - Part 2.mp475.96MB
Data Science Masterclass With R! 4 Projects+8 Case Studies/10. Introduction To Statistics/5. Intro To Stat - Part 3.mp4132.17MB
Data Science Masterclass With R! 4 Projects+8 Case Studies/10. Introduction To Statistics/7. Intro To Stat - Part 4.mp431.95MB
Data Science Masterclass With R! 4 Projects+8 Case Studies/10. Introduction To Statistics/9. Intro To Stat - Part 5.mp4130.93MB
Data Science Masterclass With R! 4 Projects+8 Case Studies/10. Introduction To Statistics/11. Intro To Stat - Part 6.mp473.2MB
Data Science Masterclass With R! 4 Projects+8 Case Studies/10. Introduction To Statistics/12. Intro To Stat - Part 7.mp4168.77MB
Data Science Masterclass With R! 4 Projects+8 Case Studies/10. Introduction To Statistics/14. Intro To Stat - Part 8.mp4121.22MB
Data Science Masterclass With R! 4 Projects+8 Case Studies/10. Introduction To Statistics/16. Intro To Stat - Part 9.mp4113.53MB
Data Science Masterclass With R! 4 Projects+8 Case Studies/10. Introduction To Statistics/18. Intro To Stat - Part 10.mp4149.33MB
Data Science Masterclass With R! 4 Projects+8 Case Studies/10. Introduction To Statistics/20. Intro To Stat - Part 11.mp471.95MB
Data Science Masterclass With R! 4 Projects+8 Case Studies/11. HYPOTHESIS Testing -1/1. Hypothesys Testing - Part 1.mp473.39MB
Data Science Masterclass With R! 4 Projects+8 Case Studies/11. HYPOTHESIS Testing -1/3. Hypothesys Testing - Part 2.mp4112.46MB
Data Science Masterclass With R! 4 Projects+8 Case Studies/11. HYPOTHESIS Testing -1/5. Hypothesys Testing - Part 3.mp4115.43MB
Data Science Masterclass With R! 4 Projects+8 Case Studies/11. HYPOTHESIS Testing -1/6. Hypothesys Testing - Part 4.mp454.4MB
Data Science Masterclass With R! 4 Projects+8 Case Studies/12. Hypothesis Testing in Practice/1. Hypothesys Testing in Practice - Part 1.mp4156.98MB
Data Science Masterclass With R! 4 Projects+8 Case Studies/12. Hypothesis Testing in Practice/3. Hypothesys Testing in Practice - Part 2.mp4116.51MB
Data Science Masterclass With R! 4 Projects+8 Case Studies/12. Hypothesis Testing in Practice/4. Hypothesys Testing in Practice - Part 3.mp4161.21MB
Data Science Masterclass With R! 4 Projects+8 Case Studies/12. Hypothesis Testing in Practice/6. Hypothesys Testing in Practice - Part 4.mp4125.39MB
Data Science Masterclass With R! 4 Projects+8 Case Studies/12. Hypothesis Testing in Practice/7. Hypothesys Testing in Practice - Part 5.mp4100.98MB
Data Science Masterclass With R! 4 Projects+8 Case Studies/12. Hypothesis Testing in Practice/9. Hypothesys Testing in Practice - Part 6.mp4147.55MB
Data Science Masterclass With R! 4 Projects+8 Case Studies/12. Hypothesis Testing in Practice/10. Chi Square -Part 1.mp4102.66MB
Data Science Masterclass With R! 4 Projects+8 Case Studies/12. Hypothesis Testing in Practice/12. Chi Square -Part 2.mp4133.55MB
Data Science Masterclass With R! 4 Projects+8 Case Studies/12. Hypothesis Testing in Practice/14. ANOVA - Part 1.mp4113.62MB
Data Science Masterclass With R! 4 Projects+8 Case Studies/12. Hypothesis Testing in Practice/16. ANOVA - Part 2.mp4163.05MB
Data Science Masterclass With R! 4 Projects+8 Case Studies/12. Hypothesis Testing in Practice/17. What we discussed in the chapter so far - Summary of the Chapter.mp452.24MB
Data Science Masterclass With R! 4 Projects+8 Case Studies/13. Machine Learning Toolbox/1. Machine Learning Toolbox - Part 1.mp493.95MB
Data Science Masterclass With R! 4 Projects+8 Case Studies/13. Machine Learning Toolbox/2. Machine Learning Toolbox - Part 2.mp473.44MB
Data Science Masterclass With R! 4 Projects+8 Case Studies/14. Business Use Case Understaing/1. Business Case Understanding.mp492.74MB
Data Science Masterclass With R! 4 Projects+8 Case Studies/15. Data Pre-Processing/1. Data Pre-Processing 1.mp4136.52MB
Data Science Masterclass With R! 4 Projects+8 Case Studies/15. Data Pre-Processing/3. Data Pre-Processing 2.mp4125.61MB
Data Science Masterclass With R! 4 Projects+8 Case Studies/15. Data Pre-Processing/5. Data Pre-Processing 3.mp4109.19MB
Data Science Masterclass With R! 4 Projects+8 Case Studies/15. Data Pre-Processing/7. Data Pre-Processing 4.mp497.85MB
Data Science Masterclass With R! 4 Projects+8 Case Studies/15. Data Pre-Processing/8. Data Pre-Processing 5.mp4156.05MB
Data Science Masterclass With R! 4 Projects+8 Case Studies/15. Data Pre-Processing/10. Data Pre-Processing 6.mp443.63MB
Data Science Masterclass With R! 4 Projects+8 Case Studies/15. Data Pre-Processing/11. Data Pre-Processing 7.mp4145.95MB
Data Science Masterclass With R! 4 Projects+8 Case Studies/16. SUPERVISED LEARNING REGRESSION/1. Linear Regression 1.mp474.28MB
Data Science Masterclass With R! 4 Projects+8 Case Studies/16. SUPERVISED LEARNING REGRESSION/2. Linear Regression 2.mp4112.07MB
Data Science Masterclass With R! 4 Projects+8 Case Studies/16. SUPERVISED LEARNING REGRESSION/3. Linear Regression 3.mp4233.07MB
Data Science Masterclass With R! 4 Projects+8 Case Studies/16. SUPERVISED LEARNING REGRESSION/4. Linear Regression 4.mp4179.39MB
Data Science Masterclass With R! 4 Projects+8 Case Studies/16. SUPERVISED LEARNING REGRESSION/6. Linear Regression 6.mp4135.12MB
Data Science Masterclass With R! 4 Projects+8 Case Studies/16. SUPERVISED LEARNING REGRESSION/7. Linear Regression 7 - Correlation Part 1.mp4125.08MB
Data Science Masterclass With R! 4 Projects+8 Case Studies/16. SUPERVISED LEARNING REGRESSION/8. Linear Regression 7 - Correlation Part 2.mp4144.57MB
Data Science Masterclass With R! 4 Projects+8 Case Studies/16. SUPERVISED LEARNING REGRESSION/9. Linear Regression 8 - Stepwise Regression.mp4102.47MB
Data Science Masterclass With R! 4 Projects+8 Case Studies/16. SUPERVISED LEARNING REGRESSION/10. Linear Regression 9 - Stepwise Regression.mp4164.04MB
Data Science Masterclass With R! 4 Projects+8 Case Studies/16. SUPERVISED LEARNING REGRESSION/11. Linear Regression 10 - Dummy Variable.mp4112.62MB
Data Science Masterclass With R! 4 Projects+8 Case Studies/16. SUPERVISED LEARNING REGRESSION/12. Linear Regression 11 - Non Linear.mp489.48MB
Data Science Masterclass With R! 4 Projects+8 Case Studies/17. Classification Overview/1. Classification Overview.mp4100.4MB
Data Science Masterclass With R! 4 Projects+8 Case Studies/18. Logistic Regression/1. Logistics Regression Intuition.mp4103.34MB
Data Science Masterclass With R! 4 Projects+8 Case Studies/18. Logistic Regression/2. R Code Implementation -Part1.mp453.82MB
Data Science Masterclass With R! 4 Projects+8 Case Studies/18. Logistic Regression/3. R Code Implementation -Part2.mp4120.33MB
Data Science Masterclass With R! 4 Projects+8 Case Studies/18. Logistic Regression/5. Model Evaluation.mp4115.28MB
Data Science Masterclass With R! 4 Projects+8 Case Studies/18. Logistic Regression/7. Telecom Churn Case Study.mp4247.38MB
Data Science Masterclass With R! 4 Projects+8 Case Studies/18. Logistic Regression/9. Summary.mp456.44MB
Data Science Masterclass With R! 4 Projects+8 Case Studies/19. K-NN/1. K-NN Intuition.mp495.09MB
Data Science Masterclass With R! 4 Projects+8 Case Studies/19. K-NN/2. K-NN R Code Implementation.mp4143.62MB
Data Science Masterclass With R! 4 Projects+8 Case Studies/19. K-NN/4. K-NN Case Study.mp4177.59MB
Data Science Masterclass With R! 4 Projects+8 Case Studies/20. SVM/1. SVM - Intuition.mp460.19MB
Data Science Masterclass With R! 4 Projects+8 Case Studies/20. SVM/2. SVM - R Code Implementation.mp4100.63MB
Data Science Masterclass With R! 4 Projects+8 Case Studies/20. SVM/4. SVM - Model Tuning.mp489.53MB
Data Science Masterclass With R! 4 Projects+8 Case Studies/20. SVM/6. SVM - Telecom Case Study.mp489.44MB
Data Science Masterclass With R! 4 Projects+8 Case Studies/20. SVM/8. SVM - Non Separable Case and Pros and Cons.mp457.07MB
Data Science Masterclass With R! 4 Projects+8 Case Studies/21. Naive Bayes/1. Naive Bayes - Intuition.mp4143.84MB
Data Science Masterclass With R! 4 Projects+8 Case Studies/21. Naive Bayes/2. Naive Bayes - R Code Implementation.mp498.93MB
Data Science Masterclass With R! 4 Projects+8 Case Studies/21. Naive Bayes/3. Naive Bayes - Case Study.mp480.19MB
Data Science Masterclass With R! 4 Projects+8 Case Studies/22. Decision Tree/1. Decision Tree Intuition.mp4110.91MB
Data Science Masterclass With R! 4 Projects+8 Case Studies/22. Decision Tree/2. Decision Tree -How it works.mp468.66MB
Data Science Masterclass With R! 4 Projects+8 Case Studies/22. Decision Tree/3. Decision Tree - R Code Implementation.mp4135.19MB
Data Science Masterclass With R! 4 Projects+8 Case Studies/22. Decision Tree/4. Decision Tree Pruning.mp4166.38MB
Data Science Masterclass With R! 4 Projects+8 Case Studies/22. Decision Tree/5. Decision Tree Case Study.mp4129.86MB
Data Science Masterclass With R! 4 Projects+8 Case Studies/23. Random Forest/1. Random Forest - Intuition.mp481.88MB
Data Science Masterclass With R! 4 Projects+8 Case Studies/23. Random Forest/2. Random Forest -R Code Implementation.mp454.29MB
Data Science Masterclass With R! 4 Projects+8 Case Studies/23. Random Forest/3. Random Forest - Case Study.mp496.54MB
Data Science Masterclass With R! 4 Projects+8 Case Studies/24. Capstone Project - Titanic Survival/1. Capstone Project -Introduction.mp4101.4MB
Data Science Masterclass With R! 4 Projects+8 Case Studies/24. Capstone Project - Titanic Survival/2. Capstone Project - Data Understanding.mp459MB
Data Science Masterclass With R! 4 Projects+8 Case Studies/24. Capstone Project - Titanic Survival/3. Capstone Project - Lazy Predictor.mp467.41MB
Data Science Masterclass With R! 4 Projects+8 Case Studies/24. Capstone Project - Titanic Survival/4. Capstone Project - Data Preparation.mp472.5MB
Data Science Masterclass With R! 4 Projects+8 Case Studies/24. Capstone Project - Titanic Survival/5. Capstone Project - Data Exploration.mp452.26MB
Data Science Masterclass With R! 4 Projects+8 Case Studies/24. Capstone Project - Titanic Survival/6. Capstone Project - Feature Engineering.mp479.38MB
Data Science Masterclass With R! 4 Projects+8 Case Studies/24. Capstone Project - Titanic Survival/7. Capstone Project - Logistics Regression.mp4193.52MB
Data Science Masterclass With R! 4 Projects+8 Case Studies/24. Capstone Project - Titanic Survival/8. Capstone Project - Logistics Regression 2.mp447.4MB
Data Science Masterclass With R! 4 Projects+8 Case Studies/24. Capstone Project - Titanic Survival/9. Capstone Project - Decision Tree.mp4206.18MB
Data Science Masterclass With R! 4 Projects+8 Case Studies/24. Capstone Project - Titanic Survival/10. Capstone Project - Random Forest.mp427.49MB
Data Science Masterclass With R! 4 Projects+8 Case Studies/25. K-Mean Clustering/1. Unsupervised Learning Introduction.mp440.55MB
Data Science Masterclass With R! 4 Projects+8 Case Studies/25. K-Mean Clustering/2. K-Mean Clustering Intuition.mp4148.43MB
Data Science Masterclass With R! 4 Projects+8 Case Studies/25. K-Mean Clustering/3. K-Mean Clustering R Code Implementation.mp4174.01MB
Data Science Masterclass With R! 4 Projects+8 Case Studies/25. K-Mean Clustering/4. K-Mean Clustering Case Study.mp4112.72MB
Data Science Masterclass With R! 4 Projects+8 Case Studies/26. Hierarchical Clustering/1. Hierarchical Clustering Intuition.mp479.45MB
Data Science Masterclass With R! 4 Projects+8 Case Studies/26. Hierarchical Clustering/2. Hierarchical Clustering R Code Implementation.mp4168.4MB
Data Science Masterclass With R! 4 Projects+8 Case Studies/26. Hierarchical Clustering/3. Hierarchical Clustering Case Study.mp473.23MB
Data Science Masterclass With R! 4 Projects+8 Case Studies/27. DBScan Clustering/1. DBScan Clustering -Intuition and R Code.mp4100.43MB
Data Science Masterclass With R! 4 Projects+8 Case Studies/27. DBScan Clustering/2. DBScan Clustering - Case Study.mp485.76MB
Data Science Masterclass With R! 4 Projects+8 Case Studies/28. Principal Component Analysis (PCA)/1. PCA - Intuition.mp480.14MB
Data Science Masterclass With R! 4 Projects+8 Case Studies/28. Principal Component Analysis (PCA)/2. PCA - R Code Implementation.mp4181.91MB
Data Science Masterclass With R! 4 Projects+8 Case Studies/28. Principal Component Analysis (PCA)/3. PCA - Case Study.mp4171.79MB
Data Science Masterclass With R! 4 Projects+8 Case Studies/29. Association Rule Mining/1. Association Rule Mining -Introduction.mp4159.46MB
Data Science Masterclass With R! 4 Projects+8 Case Studies/29. Association Rule Mining/2. Association Rule Mining -R Code Implementation.mp4111.87MB
Data Science Masterclass With R! 4 Projects+8 Case Studies/29. Association Rule Mining/3. Association Rule Mining - Pre-Processing.mp471.76MB
Data Science Masterclass With R! 4 Projects+8 Case Studies/29. Association Rule Mining/4. Association Rule Mining - Case Study.mp4204.12MB
Data Science Masterclass With R! 4 Projects+8 Case Studies/30. Capstone Project - Big Mart Sell/1. Big Mart Sale - Data Structure.mp4112.04MB
Data Science Masterclass With R! 4 Projects+8 Case Studies/30. Capstone Project - Big Mart Sell/2. Big Mart Sale - Univariate Analysis.mp4105.01MB
Data Science Masterclass With R! 4 Projects+8 Case Studies/30. Capstone Project - Big Mart Sell/3. Big Mart Sale - Bi-Variate Analysis.mp483.42MB
Data Science Masterclass With R! 4 Projects+8 Case Studies/30. Capstone Project - Big Mart Sell/4. Big Mart Sale - Fetature Engineering.mp4144.57MB
Data Science Masterclass With R! 4 Projects+8 Case Studies/30. Capstone Project - Big Mart Sell/5. Big Mart Sale - Pre-Processing.mp4235.08MB
Data Science Masterclass With R! 4 Projects+8 Case Studies/30. Capstone Project - Big Mart Sell/6. Big Mart Sale - Model Building & Evaluation.mp4201.03MB
Data Science Masterclass With R! 4 Projects+8 Case Studies/31. Model Deployment/1. Model Deployment - Workflow.mp471.35MB
Data Science Masterclass With R! 4 Projects+8 Case Studies/31. Model Deployment/2. Model Deployment - Pre Requisite.mp499.06MB
Data Science Masterclass With R! 4 Projects+8 Case Studies/31. Model Deployment/3. Model Deployment - Steps To Follow.mp4199.41MB
Data Science Masterclass With R! 4 Projects+8 Case Studies/31. Model Deployment/4. Model Deployment - Azure ML DEMO.mp4127.53MB