- 8 Sections
- 47 Lessons
- Lifetime
Expand all sectionsCollapse all sections
- 1. An Introduction to R & RStudio6
- 2. Data Visualization Basics4
- 3. Correlation & Association6
- 4. Comparing Between Two Groups4
- 5. Analysis of Variances3
- 6. Data Preprocessing for Machine Learning3
- 7. Regression11
- 7.1Simple Linear Regression in R (Part-I)84 Minutes
- 7.2Simple Linear Regression in R (Part-II)88 Minutes
- 7.3Simple Linear Regression in R (Part-III)108 Minutes
- 7.4Multiple Linear Regression in R (Part-I)77 Minutes
- 7.5Multiple Linear Regression in R (Part-II)96 Minutes
- 7.6Multiple Linear Regression in R (Part-III)100 Minutes
- 7.7Multiple Linear Regression in R (Part-IV)75 Minutes
- 7.8Polynomial Regression in R (Part-I)60 Minutes
- 7.9Polynomial Regression in R (Part-II)77 Minutes
- 7.10Support Vector Regression in R (Part-I)88 Minutes
- 7.11Support Vector Regression in R (Part-II)54 Minutes
- 8. Classification10
- 8.1Logistic Regression in R (Part-I)60 Minutes
- 8.2Logistic Regression in R (Part-II)90 Minutes
- 8.3Logistic Regression in R (Part-III)53 Minutes
- 8.4Logistic Regression in R (Part-IV)80 Minutes
- 8.5Logistic Regression in R (Part-V)55 Minutes
- 8.6K-Nearest Neighbour in R (Part-1)81 Minutes
- 8.7K-Nearest Neighbour in R (Part-2)65 Minutes
- 8.8Support Vector Machine in R (Part-1)72 Minutes
- 8.9Support Vector Machine in R (Part-2)60 Minutes
- 8.10Support Vector Machine in R (Part-3)108 Minutes