Introduction to Machine Learning with R
5.0 /5- Offered bySimplilearn
- Private Institute
- Estd. 2010
Introduction to Machine Learning with R at Simplilearn Overview
Duration | 10 hours |
Total fee | Free |
Mode of learning | Online |
Difficulty level | Beginner |
Official Website | Explore Free Course  |
Credential | Certificate |
Introduction to Machine Learning with R at Simplilearn Highlights
- Earn a certificate and avail a 90 Days of access to this free course by Simplilearn
Introduction to Machine Learning with R at Simplilearn Course details
- For Aspiring Data Scientists, Software Engineers, Web developers and AIML enthusiasts
- Machine Learning Basics
- Hierarchical Clustering in R
- Time Series Analysis in R
- R programming basics
- Linear regression
- Logistic regression
- Decision tree
- Random forest
- Support Vector Machine in R
- The Introduction to Machine Learning with R free course will develop your understanding of the basics of machine learning, its algorithms and its various applications. You will also learn R programming in detail along with time series analysis in R.
Introduction to Machine Learning with R at Simplilearn Curriculum
Lesson 01: Introduction to Machine Learning
Introduction to Machine Learning
Lesson 02: Machine Learning Applications
Machine Learning Applications
Lesson 03: R programming Introduction and Installation
R programming Introduction and Installation
Lesson 04: Variables Data Types and Logical Operators in R
Variables Data Types and Logical Operators in R
Lesson 05: Vectors and Lists in R
Vectors and Lists in R
Lesson 06: Matrix and Data Frames in R
Matrix and Data Frames in R
Lesson 07: Flow Control
Flow Control
Lesson 08: Functions in R
Functions in R
Lesson 09: Data Manipulation in R-dplyr and R-tidyr
Data Manipulation in R-dplyr and R-tidyr
Lesson 10: Data Visualization in R
Data Visualization in R
Lesson 11: Linear Regression in R
Linear Regression in R
Lesson 12: Logistic Regression in R
Logistic Regression in R
Lesson 13: Decision Tree in R
Decision Tree in R
Lesson 14: Random Forest in R
Random Forest in R
Lesson 15: Support Vector Machine in R
Support Vector Machine in R
Lesson 16: Hierarchical Clustering in R
Hierarchical Clustering in R
Lesson 17: Time Series Analysis in R
Time Series Analysis in R
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