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Intellipaat’s R programming training course in Singapore helps you learn Data Science that includes various aspects of data manipulation, DataFrames, visualization, advanced analytics, and logistic and linear regression. During this R programming course, you will work on real-life projects and assignments to master Data Science with R. Enroll in the best R programming certification course designed by experts.
Intellipaat’s Data Science course for R programming in Singapore is an industry-designed course for mastering statistical analysis. The learners will be mastering this technology under the guidance of the best-in-industry instructors. This Data Science with R training in Singapore covers significant topics such as deploying R for Machine Learning applications, understanding various R functions, data structures, ...
Intellipaat’s R for Data Science course in Singapore helps you master the following concepts:
Intellipaat’s R for Data Science course in Singapore is exclusively designed by industry experts for:
We don’t expect any prior knowledge from your side for joining this Data Science training. However, a basic knowledge of programming language can be helpful.
Singapore is one of Asia’s business and technology capital. It is home to huge number of MNCs, which are growing aggressively, thanks to the highly business-friendly environment provided by the administration and the business governing bodies here. Taking up the right R training in Singapore can help you benefit from increasing Data Science job opportunities available in this city in South Asia.
Data Analytics is booming and R is the top tool of choice for deploying in Data Analytics applications. Intellipaat is offering a comprehensive R Programming for Data Analytics online course in Singapore that can be taken up by professionals for making a strong career in R statistical computing and Data Analytics and land in their dream jobs in the best MNCs.
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Data Scientist | Hyderabad
The expert trainers here helped me acquire all the skills that I required to transfer my career from an Aircraft Maintenance Engineer (AME) to a certified Data Scientist. They taught all the necessary concepts and technologies, in...Read More
Aircraft Maintenance Engineer
Big Data Developer | Dallas
This is a great training program. The mentors and course instructors were interactive throughout the program. This course has helped me upskill myself in the numerous tools and technologies that work with Big Data. The experts hel...Read More
Computer Technical Specialist
Big Data Developer
Data Scientist | Bengaluru
My experience in learning from Intellipaat was amazing. The mentors were helpful throughout the course and helped me understand the concepts better by clearing all my doubts. Besides, the comprehensive course material was useful w...Read More
Manager Analytics & Data Science
Data Engineer | Pune
This e-learning institute has been extremely helpful for my career. The training program and interactive live lectures made it easy to master the concepts as per the industry demands. The curriculum was comprehensive and the train...Read More
Program Manager | Pune
Intellipaat served as a great platform for me to learn the latest upgrades and skills in the technology as per industry requirements. I was working as a Microsoft Dynamics Consultant but after taking the training from Intellipaat,...Read More
Microsoft Dynamics Consultant
Data Science Intern | Gurugram
This training helped me master the skills that are required to begin a career in the field of Data Science. The course curriculum allowed me to learn both basic and advanced level concepts in the field which helped me make a smoot...Read More
Data Science Intern
Self Paced Training
Online Classroom Preferred
Introduction to RPreview
R language for statistical programming, various features of R, introduction to RStudio, statistical packages, familiarity with different data types and functions, learning to deploy them in various scenarios, use SQL to apply ‘join’ function, components of RStudio like code editor, visualization and debugging tools and learn about R-bind
Matrices and VectorsPreview
Reading Data from External FilesPreview
Analysis of Variance (ANOVA)Preview
K-Means clustering for cluster and affinity analysis, cluster algorithm, cohesive subset of items, solving clustering issues, working with large datasets, association rule mining affinity analysis for data mining and analysis and learning co-occurrence relationships
Association Rule MiningPreview
Regression in RPreview
Analyzing Relationship with RegressionPreview
Advanced Logistic RegressionPreview
Advanced logistic regression, understanding how to do prediction using logistic regression, ensuring if the model is accurate, understanding sensitivity and specificity, confusion matrix, what is ROC, a graphical plot illustrating binary classifier system and ROC curve in R for determining sensitivity/specificity trade-offs for a binary classifier
Receiver Operating Characteristic (ROC)Preview
Detailed understanding of ROC, area under ROC curve, converting the variable, data set partitioning, understanding how to check for multicollinearity, how two or more variables are highly correlated, building of model, advanced data set partitioning, interpreting of the output, predicting the output, detailed confusion matrix and deploying the Hosmer-Lemeshow test for checking whether the observed event rates match the expected event rates
Database Connectivity with RPreview
Integrating R with HadoopPreview
R Case StudiesPreview
Logistic Regression Case Study
In this case study, you will get a detailed understanding of the advertisement spends of a company that will help to drive more sales. You will deploy logistic regression to forecast the future trends, detect patterns and uncover insights and more, all through the power of R programming. Due to this, the future advertisement spends can be decided and optimized for higher revenues.
Multiple Regression Case Study
You will understand how to compare the miles per gallon (MPG) of a car based on various parameters. You will deploy multiple regression and note down the MPG for the car make, model, speed, load conditions, etc. It includes the model building, model diagnostic and checking the ROC curve, among other things.
Receiver Operating Characteristic (ROC) Case Study
You will work with various data sets in R, deploy data exploration methodologies, build scalable models, predict the outcome with highest precision, diagnose the model that you have created with various real-world data, check the ROC curve and more.
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Practice Essential Tools
Designed By Industry Experts
Get Real-world Experience
Restaurant Revenue Prediction
This project involves predicting the sales of a restaurant on the basis of certain objective measurements. This project will give real-time industry experience on handling multiple use cases and deriving the solutions. This project gi...Read More
The project is meant to predict the class of a flower using its petal’s dimensions.
The project aims to find the most impacting factors in the preferences of pre-paid model and to identify which all are the variables highly correlated with impacting factors.
This project focuses on Machine Learning by creating predictive data model to predict future stock prices.
Via Intellipaat PeerChat, you can interact with your peers across all classes and batches and even our alumni. Collaborate on projects, share job referrals & interview experiences, compete with the best, make new friends – the possibilities are endless and our community has something for everyone!
This course is designed for clearing Intellipaat’s R certification exam.
As part of this R programming in Singapore classes, you will be working on real-time projects and assignments that have immense implications in real-world industry scenarios, thus helping you fast-track your career effortlessly.
At the end of this R classroom training in Singapore, there will be a quiz that perfectly reflects the type of questions asked in the certification exam and helps you score better.
The certification will be awarded upon the completion of the project work (after expert review) and scoring at least 60 percent marks in the quiz. This certification is well-recognized by top 80+ MNCs such as Ericsson, Cisco, Cognizant, Sony, Mu Sigma, Saint-Gobain, Standard Chartered, TCS, Genpact, Hexaware, etc.
Value for money, if you would like to hear in short. Before joining, I surfed lot of online Data Science with R certification training. Intellipaat was one of them; one fine day I got a call from Inte...Read More
Doing Data Science with R certification course in Intellipaat is really good, they are giving correct coaching from basics. If you are really dreaming for your future they will make it as reality. Int...Read More
Intellipaat’s R courses in Singapore were really good, and they were giving coaching in the right way, which started from the basics and moved to the advanced concepts. Intellipaat is one such platf...Read More
I completed Data Science with R certification course from Intellipaat that was completely in line with the Base SAS certification. Excellent materials and presentations, Totally satisfied with the dec...Read More
Really a well-prepared R online training course, clear presentations and good speakers. Everything is professionally done. Great lessons for beginning with R training course!
This is a wonderful start-up tutorial, informative and descriptive to the point. I like the video approach, as it helps to completely cover topics without lengthy sittings. It helps me become an R use...Read More
Thank you Intellipaat for providing such a great R programming certification course content. It must be recommended for all people who are looking for a future in Data Science. Great job of covering a...Read More
Hello, the technology that I learned from Intellipaat was Data Science with R. The tutors were remarkable, and they were from the industry, so all concepts were explained keeping industry needs in min...Read More
The course content of this R Analytics training in Singapore was thoroughly prepared, updated, and taught by the instructor in-depth. It is taught step by step by the trainer. I was a beginner in the ...Read More
The course is thorough, well-structured, and provides a comprehensive knowledge of the Data Science field. The practice assignments and projects helped me a lot in nourishing my skills.
The lectures were amazing and the trainer explained the concepts thoroughly. The trainer explained each and every Data Science topic using real-life examples that were extremely helpful. I really like...Read More
Intellipaat offers a comprehensive R programming course in Singapore for professionals who want to expand their knowledge base and start a career in this field. With this industry-designed training, you will master various aspects of graphical representation, statistical analysis, and reporting. This R language training in Singapore will also make you proficient in the concepts of functions, data structures, variables, and flow of control. Upon the successful completion of the training, you will be awarded Intellipaat’s R certification.
Our job assistance program is aimed at helping you land in your dream job. It offers a potential opportunity for you to explore various competitive openings in the corporate world and find a well-paid job, matching your profile. The final decision on hiring will always be based on your performance in the interview and the requirements of the recruiter.
Intellipaat does not directly forward resumes to any companies or recruiters. However, we do have a placement team that will conduct a number of mock interviews and will assist you in updating your resume to prepare you for job interviews. So, after completing this R with Data Science program, the team will help you land a lucrative job in the Data Science domain.
In the career mentoring session at Intellipaat, our Data Science experts offer solutions to all your queries that are based on career opportunities and the growth available in this domain.
Intellipaat selects subject matter experts from top MNCs, who have at least 8 to 12 years of experience in the domain, as instructors. They are qualified Data Scientist and R programming instructors who are selected after going through our rigorous selection process and proving their capabilities.
Intellipaat’s teaching assistants are SMEs whose main aim is to make you a certified professional in the respective domain. The trainers conduct interactive video lectures to teach the latest technologies and enrich your experience with various industry-based projects. The teaching assistance provided by Intellipaat is only available during regular hours.
Intellipaat provides various group offers and discounts for its R for Data Science training course as per the size and type of the particular group. If you wish to avail of the discount, you need to get in touch with our course advisors who will explain to you all the details regarding it.
Singapore is rising rapidly, and due to this, the Data Science market is also going through a huge boom. The scope of the Data Science with R market in Singapore will only intensify in the future, thanks to the powerful nature of this tool and the need for such a tool for the Singapore economy. Getting the right R programming training can help you make the best of this growing market for Data Scientists in Singapore.
At Intellipaat, you can enroll in either the instructor-led online training or self-paced training. Apart from this, Intellipaat also offers corporate training for organizations to upskill their workforce. All trainers at Intellipaat have 12+ years of relevant industry experience, and they have been actively working as consultants in the same domain, which has made them subject matter experts. Go through the sample videos to check the quality of our trainers.
Intellipaat is offering the 24/7 query resolution, and you can raise a ticket with the dedicated support team at anytime. You can avail of the email support for all your queries. If your query does not get resolved through email, we can also arrange one-on-one sessions with our trainers.
You would be glad to know that you can contact Intellipaat support even after the completion of the training. We also do not put a limit on the number of tickets you can raise for query resolution and doubt clearance.
Intellipaat is offering you the most updated, relevant, and high-value real-world projects as part of the training program. This way, you can implement the learning that you have acquired in real-world industry setup. All training comes with multiple projects that thoroughly test your skills, learning, and practical knowledge, making you completely industry-ready.
You will work on highly exciting projects in the domains of high technology, ecommerce, marketing, sales, networking, banking, insurance, etc. After completing the projects successfully, your skills will be equal to 6 months of rigorous industry experience.
Intellipaat actively provides placement assistance to all learners who have successfully completed the training. For this, we are exclusively tied-up with over 80 top MNCs from around the world. This way, you can be placed in outstanding organizations such as Sony, Ericsson, TCS, Mu Sigma, Standard Chartered, Cognizant, and Cisco, among other equally great enterprises. We also help you with the job interview and résumé preparation as well.
You can definitely make the switch from self-paced training to online instructor-led training by simply paying the extra amount. You can join the very next batch, which will be duly notified to you.
Once you complete Intellipaat’s training program, working on real-world projects, quizzes, and assignments and scoring at least 60 percent marks in the qualifying exam, you will be awarded Intellipaat’s course completion certificate. This certificate is very well recognized in Intellipaat-affiliated organizations, including over 80 top MNCs from around the world and some of the Fortune 500companies.
Apparently, no. Our job assistance program is aimed at helping you land in your dream job. It offers a potential opportunity for you to explore various competitive openings in the corporate world and find a well-paid job, matching your profile. The final decision on hiring will always be based on your performance in the interview and the requirements of the recruiter.