What You'll Learn
Machine Learning Using R Course in Coimbatore offers a complete understanding of data-driven insights, predictive analytics and intelligent automation across multiple sectors.
Through the Machine Learning Using R training in Coimbatore, learners gain expertise in supervised and unsupervised learning techniques to solve real-time analytical challenges effectively.
Build advanced data models and implement algorithm-based solutions to enhance forecasting accuracy and optimize performance in business applications.
Develop practical skills in data visualization, feature engineering and statistical modeling using R for measurable business outcomes.
Explore modern R packages and tools designed to simplify machine learning workflows, from preprocessing to model deployment.
Completing the course helps professionals earn recognized certification and open doors to careers in AI, analytics and data science domains.
Machine Learning Using R Course Objectives
- Expansion of AI-powered applications across multiple domains
- Integration of R with big data analytics tools
- Increased adoption in healthcare, finance and research sectors
- Demand for professionals skilled in R-based automation
- Continuous evolution of predictive analytics and visualization
- Data pre-processing and cleaning
- Supervised and unsupervised learning
- Regression and classification techniques
- Model evaluation and validation
- Feature selection and optimization
- Real-time project implementation
- Healthcare and medical research
- Finance and banking analytics
- E-commerce and retail intelligence
- Marketing and customer insights
- Improved data interpretation and visualization skills
- Strong foundation in predictive modeling
- Exposure to real-world analytical workflows
- Access to high-demand job opportunities
Request more informations
Phone (For Voice Call):
+91 89258 75257
WhatsApp (For Call & Chat):
+91 89258 75257
Machine Learning Using R Course Benefits
The Machine Learning Using R Certification Course in Coimbatoreprovides a comprehensive learning experience with expert-led seminars and real-time projects. Students gain hands-on practice through live assignments and a Machine Learning Using R internship in Coimbatore to strengthen industry readiness. The program covers model building, predictive analytics and data visualization with practical implementation. Learners can also benefit from the Machine Learning Using R course with placement support, ensuring excellent career opportunities in top companies.
- Designation
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Annual SalaryHiring Companies
About Machine Learning Using R Certification Training
The Machine Learning Using R Course in Coimbatore provides in-depth knowledge of predictive modeling, data visualization and advanced analytics. Learners work on real-time Machine Learning Using R projects that strengthen their analytical and programming abilities. The course focuses on practical implementation with guidance from experienced mentors. With 100% placement assistance and expert training, students are prepared for high-demand roles in top organizations.
Top Skills You Will Gain
- Data Analysis
- Statistical Modeling
- Predictive Analytics
- Data Visualization
- Feature Engineering
- Machine Learning
- Model Evaluation
- Data Wrangling
12+ Machine Learning Using R Tools
Online Classroom Batches Preferred
No Interest Financing start at ₹ 5000 / month
Corporate Training
- Customized Learning
- Enterprise Grade Learning Management System (LMS)
- 24x7 Support
- Enterprise Grade Reporting
Why Machine Learning Using R Course From Learnovita? 100% Money Back Guarantee
Machine Learning Using R Course Curriculam
Trainers Profile
Our Machine Learning Using R Training in Coimbatore is led by professionals in the field who have extensive knowledge in model construction and predictive analytics. The program emphasizes practical learning to help students apply concepts through real-world datasets. Comprehensive Machine Learning Using R training materials are provided for structured learning and skill enhancement. Learners gain the confidence to build, test and optimize models, preparing them for advanced roles in data-driven industries.
Syllabus for Machine Learning Using R Course Download syllabus
- Overview of Machine Learning concepts
- Introduction to R programming environment
- Installing and setting up R and RStudio
- Understanding R syntax and data types
- Importing and exporting data in R
- Handling missing data and outliers
- Data transformation and normalization
- Combining and merging datasets
- Encoding categorical variables
- Feature selection and extraction
- Data partitioning for training and testing
- Understanding data distributions
- Visualizing data using ggplot2
- Correlation and covariance analysis
- Identifying patterns and trends
- Detecting anomalies in data
- Linear regression and multiple regression
- Logistic regression for classification
- Decision trees and pruning methods
- Random forest algorithms
- Support Vector Machines (SVM)
- Model evaluation metrics
- K-Means clustering implementation
- Hierarchical clustering in R
- Dimensionality reduction using PCA
- Association rule mining
- Cluster validation techniques
- Interpreting cluster results
- Understanding ensemble models
- Bagging and boosting algorithms
- Gradient boosting and AdaBoost
- Stacking models in R
- Model comparison and selection
- Importance of feature engineering
- Handling categorical and numerical data
- Creating new features from existing data
- Feature scaling and transformation
- Selecting optimal features using R packages
- Introduction to time series forecasting
- Stationarity and trend analysis
- ARIMA model implementation
- Seasonal decomposition of data
- Forecasting accuracy evaluation
- Text preprocessing and tokenization
- Word frequency and term weighting
- Sentiment analysis using R
- Building text classification models
- Visualizing word clouds
- Train-test split and cross-validation
- Confusion matrix and ROC curves
- Precision, recall and F1-score
- Hyperparameter tuning with grid search
- Avoiding underfitting and overfitting
- Model interpretation and reporting
Request more informations
Phone (For Voice Call):
+91 89258 75257
WhatsApp (For Call & Chat):
+91 89258 75257
Industry Projects
Career Support
Our Hiring Partner
Request more informations
Phone (For Voice Call):
+91 89258 75257
WhatsApp (For Call & Chat):
+91 89258 75257
Exam & Machine Learning Using R Certification
- Basic understanding of statistics and mathematics
- Familiarity with programming concepts
- Knowledge of data visualization tools
- Interest in data analytics and machine learning
- Willingness to work on practical datasets
- Data Scientist
- Machine Learning Engineer
- Data Analyst
- Research Analyst
- Predictive Modeling Expert
Our Student Successful Story
How are the Machine Learning Using R Course with LearnoVita Different?
Feature
LearnoVita
Other Institutes
Affordable Fees
Competitive Pricing With Flexible Payment Options.
Higher Machine Learning Using R Fees With Limited Payment Options.
Live Class From ( Industry Expert)
Well Experienced Trainer From a Relevant Field With Practical Machine Learning Using R Training
Theoretical Class With Limited Practical
Updated Syllabus
Updated and Industry-relevant Machine Learning Using R Course Curriculum With Hands-on Learning.
Outdated Curriculum With Limited Practical Training.
Hands-on projects
Real-world Machine Learning Using R Project With Live Case Studies and Collaboration With Companies.
Basic Projects With Limited Real-world Application.
Certification
Industry-recognized Machine Learning Using R Certifications With Global Validity.
Basic Machine Learning Using R Certifications With Limited Recognition.
Placement Support
Strong Placement Support With Tie-ups With Top Companies and Mock Interviews.
Basic Placement Support
Industry Partnerships
Strong Ties With Top Tech Companies for Internships and Placements
No Partnerships, Limited Opportunities
Batch Size
Small Batch Sizes for Personalized Attention.
Large Batch Sizes With Limited Individual Focus.
Additional Features
Lifetime Access to Machine Learning Using R Course Materials, Alumni Network, and Hackathons.
No Additional Features or Perks.
Training Support
Dedicated Mentors, 24/7 Doubt Resolution, and Personalized Guidance.
Limited Mentor Support and No After-hours Assistance.
Machine Learning Using R Course FAQ's
- LearnoVita is dedicated to assisting job seekers in seeking, connecting, and achieving success, while also ensuring employers are delighted with the ideal candidates.
- Upon successful completion of a career course with LearnoVita, you may qualify for job placement assistance. We offer 100% placement assistance and maintain strong relationships with over 650 top MNCs.
- Our Placement Cell aids students in securing interviews with major companies such as Oracle, HP, Wipro, Accenture, Google, IBM, Tech Mahindra, Amazon, CTS, TCS, Sports One , Infosys, MindTree, and MPhasis, among others.
- LearnoVita has a legendary reputation for placing students, as evidenced by our Placed Students' List on our website. Last year alone, over 5400 students were placed in India and globally.
- We conduct development sessions, including mock interviews and presentation skills training, to prepare students for challenging interview situations with confidence. With an 85% placement record, our Placement Cell continues to support you until you secure a position with a better MNC.
- Please visit your student's portal for free access to job openings, study materials, videos, recorded sections, and top MNC interview questions.
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- Get Trainer Tips to Clear Interviews
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Regular 1:1 Mentorship From Industry Experts