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Machine with R

Track :

Programming

Lessons no : 30

For Free Certificate After Complete The Course

To Register in Course you have to watch at least 30 Second of any lesson

Join The Course Go To Community Download Course Content

What will you learn in this course?
  • Develop and implement machine learning algorithms using R for real-world data analysis and prediction tasks
  • Apply R programming skills to preprocess, clean, and visualize data for machine learning projects
  • Evaluate model performance and select appropriate algorithms for classification, regression, and clustering tasks in R
  • Utilize R packages like caret, randomForest, and e1071 to build and tune machine learning models effectively
  • Interpret machine learning results to derive actionable insights and support data-driven decision making
  • Design and execute end-to-end machine learning workflows in R for various industry applications
  • Identify and address common challenges in machine learning such as overfitting, bias, and data imbalance using R tools
  • Leverage R for feature engineering and selection to improve model accuracy and efficiency
  • Implement cross-validation and hyperparameter tuning techniques in R to optimize machine learning models
  • Communicate complex machine learning concepts and results clearly to technical and non-technical audiences

How to Get The Certificate

  • You must have an account Register
  • Watch All Lessons
  • Watch at least 50% of Lesson Duration
  • you can follow your course progress From Your Profile
  • You can Register With Any Course For Free
  • The Certificate is free !
Lessons | 30
Machine Learning with R | Machine Learning Algorithms | Data Science Training | Edureka
00:40:36

Machine Learning with R | Machine Learning Algorithms | Data Science Training | Edureka
Machine Learning Algorithms | Machine Learning Tutorial | Data Science Training | Edureka
00:45:16

Machine Learning Algorithms | Machine Learning Tutorial | Data Science Training | Edureka
Logistic Regression in R | Machine Learning Algorithms | Data Science Training | Edureka
01:09:12

Logistic Regression in R | Machine Learning Algorithms | Data Science Training | Edureka
Linear Regression Algorithm | Linear Regression in R | Data Science Training | Edureka
00:57:06

Linear Regression Algorithm | Linear Regression in R | Data Science Training | Edureka
Linear Regression vs Logistic Regression | Data Science Training | Edureka
00:20:27

Linear Regression vs Logistic Regression | Data Science Training | Edureka
K Means Clustering Algorithm Cluster Analysis | Machine Learning Algorithm | Data Science |Edureka
00:50:24

K Means Clustering Algorithm Cluster Analysis | Machine Learning Algorithm | Data Science |Edureka
Random Forest Tutorial | Random Forest in R | Machine Learning | Data Science Training | Edureka
01:07:13

Random Forest Tutorial | Random Forest in R | Machine Learning | Data Science Training | Edureka
Decision Tree Algorithm Analysis | Machine Learning Algorithm | Data Science Training | Edureka
01:21:31

Decision Tree Algorithm Analysis | Machine Learning Algorithm | Data Science Training | Edureka
Naive Bayes Classifier Tutorial | Naive Bayes Classifier Example | Naive Bayes in R | Edureka
01:04:06

Naive Bayes Classifier Tutorial | Naive Bayes Classifier Example | Naive Bayes in R | Edureka
Support Vector Machine Tutorial Using R | SVM Algorithm Explained | Data Science Training | Edureka
00:30:15

Support Vector Machine Tutorial Using R | SVM Algorithm Explained | Data Science Training | Edureka
KNN Algorithm Using R | KNN Algorithm Example | Data Science Training | Edureka
00:24:59

KNN Algorithm Using R | KNN Algorithm Example | Data Science Training | Edureka
Sentiment Analysis in R | Sentiment Analysis of Twitter Data | Data Science Training | Edureka
00:46:16

Sentiment Analysis in R | Sentiment Analysis of Twitter Data | Data Science Training | Edureka
Time Series In R | Time Series Forecasting | Time Series Analysis | Data Science Training | Edureka
00:34:00

Time Series In R | Time Series Forecasting | Time Series Analysis | Data Science Training | Edureka
Data Mining using R | Data Mining Tutorial for Beginners | R Tutorial for Beginners | Edureka
00:36:36

Data Mining using R | Data Mining Tutorial for Beginners | R Tutorial for Beginners | Edureka
R vs Python | Best Programming Language for Data Science and Analysis | Edureka
00:07:19

R vs Python | Best Programming Language for Data Science and Analysis | Edureka
Statistics For Data Science | Statistics Using R Programming Language | Hypothesis Testing | Edureka
00:25:26

Statistics For Data Science | Statistics Using R Programming Language | Hypothesis Testing | Edureka
Data Science with R | Data Science for Beginners | Introduction to Data Science | Edureka
00:42:47

Data Science with R | Data Science for Beginners | Introduction to Data Science | Edureka
Data Science Interview Questions | Data Science Tutorial | Data Science Interviews | Edureka
01:22:50

Data Science Interview Questions | Data Science Tutorial | Data Science Interviews | Edureka
Data Science vs Machine Learning – What s The Difference | Data Science Course | Edureka
00:16:09

Data Science vs Machine Learning – What s The Difference | Data Science Course | Edureka
Machine Learning Basics | What Is Machine Learning | Introduction To Machine Learning | Edureka
00:14:14

Machine Learning Basics | What Is Machine Learning | Introduction To Machine Learning | Edureka
Machine Learning Projects | Machine Learning Project Ideas For Beginners | Edureka
00:28:58

Machine Learning Projects | Machine Learning Project Ideas For Beginners | Edureka
What Is Artificial Intelligence | Artificial Intelligence AI In 10 Minutes | Edureka
00:11:16

What Is Artificial Intelligence | Artificial Intelligence AI In 10 Minutes | Edureka
Data Science and Machine Learning for Non Programmers | Data Science for Beginners | Edureka
00:38:21

Data Science and Machine Learning for Non Programmers | Data Science for Beginners | Edureka
Top Machine Learning Tools and Frameworks for Beginners | Machine Learning Tutorial | Edureka
00:12:03

Top Machine Learning Tools and Frameworks for Beginners | Machine Learning Tutorial | Edureka
How to Become a Machine Learning Engineer | Machine Learning Roadmap 2021 | Edureka
00:11:31

How to Become a Machine Learning Engineer | Machine Learning Roadmap 2021 | Edureka
AIML Facemask Detector | Mask Detection Using OpenCV Python | Data Science Training | Edureka
00:25:59

AIML Facemask Detector | Mask Detection Using OpenCV Python | Data Science Training | Edureka
Machine Learning With R Full Course | Machine Learning Tutorial For Beginners | Edureka
10:10:51

Machine Learning With R Full Course | Machine Learning Tutorial For Beginners | Edureka
Machine Learning Road Map | Machine Learning Careers | Machine Learning Training | Edureka
00:15:10

Machine Learning Road Map | Machine Learning Careers | Machine Learning Training | Edureka
Machine Learning Steps | What Is Machine Learning | Machine Learning Training | Edureka
00:27:40

Machine Learning Steps | What Is Machine Learning | Machine Learning Training | Edureka
Machine Learning Roadmap | How to become a Machine Learning Engineer | ML Engineer | Edureka
00:25:02

Machine Learning Roadmap | How to become a Machine Learning Engineer | ML Engineer | Edureka


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Machine learning is a branch in computer science that studies the design of algorithms that can learn. Typical machine learning tasks are concept learning .