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Machine Algorithms in R

Track :

Programming

Lessons no : 31

For Free Certificate After Complete The Course

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What will you learn in this course?
  • Master machine learning algorithms implementation in R for data analysis and predictive modeling
  • Apply R programming skills to develop and optimize machine learning models for real-world datasets
  • Utilize R libraries and packages for machine learning, including caret, randomForest, and xgboost
  • Analyze and visualize data effectively using R to enhance machine learning insights and decision-making
  • Implement supervised and unsupervised learning algorithms in R for classification, regression, and clustering tasks
  • Evaluate model performance in R using metrics like accuracy, precision, recall, and ROC-AUC
  • Preprocess and clean data in R to improve machine learning model accuracy and robustness
  • Automate machine learning workflows in R for scalable and efficient data analysis projects
  • Troubleshoot common issues in R machine learning models to ensure reliable and valid results
  • Integrate R machine learning models into larger data analysis pipelines for comprehensive insights

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 | 31
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
Top 5 Algorithms used in Data Science | Data Science Tutorial | Data Mining Tutorial | Edureka
01:13:27

Top 5 Algorithms used in Data Science | Data Science Tutorial | Data Mining Tutorial | Edureka
Machine Learning Crash Course 2 Hours | Learn Machine Learning | Machine Learning Tutorial | Edureka
01:58:13

Machine Learning Crash Course 2 Hours | Learn Machine Learning | Machine Learning Tutorial | 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
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
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 vs Logistic Regression | Data Science Training | Edureka
00:20:27

Linear Regression vs Logistic Regression | 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
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
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
Machine Learning Algorithms | Machine Learning Tutorial | Data Science Training | Edureka
00:45:16

Machine Learning Algorithms | Machine Learning Tutorial | Data Science Training | Edureka
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
Text Mining In R | Natural Language Processing | Data Science Certification Training | Edureka
00:36:29

Text Mining In R | Natural Language Processing | Data Science Certification 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
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
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
Probabilistic Graphical Models PGMs In Python | Graphical Models Tutorial | Edureka
00:32:57

Probabilistic Graphical Models PGMs In Python | Graphical Models Tutorial | 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
E ICT Academy NIT Warangal Partners with edureka | Post Graduate Program in AI Machine Learning
00:01:16

E ICT Academy NIT Warangal Partners with edureka | Post Graduate Program in AI Machine Learning
Artificial Intelligence Full Course | Artificial Intelligence Tutorial for Beginners | Edureka
04:52:51

Artificial Intelligence Full Course | Artificial Intelligence Tutorial for Beginners | Edureka
Apriori Algorithm Explained | Association Rule Mining | Finding Frequent Itemset | Edureka
00:18:27

Apriori Algorithm Explained | Association Rule Mining | Finding Frequent Itemset | Edureka
Boosting Machine Learning Tutorial | Adaptive Boosting Gradient Boosting XGBoost | Edureka
00:21:18

Boosting Machine Learning Tutorial | Adaptive Boosting Gradient Boosting XGBoost | 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
Best Python Libraries For Data Science Machine Learning | Data Science Python Libraries | Edureka
00:41:10

Best Python Libraries For Data Science Machine Learning | Data Science Python Libraries | Edureka
Machine Learning Full Course Learn Machine Learning 10 Hours | Machine Learning Tutorial | Edureka
09:38:32

Machine Learning Full Course Learn Machine Learning 10 Hours | Machine Learning Tutorial | Edureka
Top 10 Books for Machine Learning in 2021 | Best ML Books for Beginners And Advanced | Edureka
00:09:06

Top 10 Books for Machine Learning in 2021 | Best ML Books for Beginners And Advanced | 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 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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R is an an open source environment for statistical programming and visualization. R is a number of things, which might be confusing at first. R is a computer language. It is a variant of Lisp and you can write programs in it .