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Intellipaat Data Science with R certification course will help you be a master in data manipulation with R, data visualization and advanced analytics topics like regressions and data mining using RStudio. During this R Programming course, you will work on real-life projects and assignments to master Data Science skills.
Intellipaat R online course helps you master concepts like
Intellipaat R language training is exclusively designed by industry experts for
We don’t expect any prior knowledge from your side for this Data Science certification. However, a basic knowledge of programming language can be helpful.
You should sign up for our R training because:
R programming is a statistical language for Data Science specialization that is finding higher adoption rates today, thanks to its extensible nature. It can be widely deployed for various applications and can be easily scaled. Taking up this Data Science with R certification training to learn R tool will hence help you grab high-paying jobs offered by large companies.
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Data Scientist | Delhi
Intellipaat has given me the confidence that anyone can become a Data Scientist with its rich training and expert guidance. With the help of Intellipaat, I switched from a non-tech role to a Data Scientist.
Data Scientist | India
Becoming a Data Scientist from a Customer Service Agent was possible only due to expert guidance by Intellipaat trainers. Even after working for 10 years in customer care, I am a Data scientist today.
Customer Service Agent
Research Analyst | India
Post the training, I was able to shift from a Data Analyst to a Research Analyst with a 35% salary hike. I gained a deep understanding of technical skills, especially in analytics. I can’t thank you enough, Intellipaat.
Senior Technical Associate | India
I got promoted to Sr. Technical Associate with a 16% hike after completing this course from Intellipaat. The training taught me new skills and how to implement the same in my current role.
Senior Technical Associate
Machine Learning Engineer | India
Intellipaat made my transition from civil engineering graduate to IT industry professional smoothly with its round-the-clock support, excellent curriculum, industry-standard projects, and efficient trainers.
B. Tech — Civil Engineering
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Data Analyst | India
I successfully transitioned from an Electrical Engineer to a Data Scientist in a few months after enrolling in this training from Intellipaat. I received great learning support and rich study material. Thank you Intellipaat.
B. Tech — Electrical, EC Engineering
Data Scientist | Hyderabad
Today I am a certified Data Scientist and this has happened post I enrolled in this program. It covers all the necessary concepts and techniques in lucid language. I am thankful to Intellipaat for giving me this career growth.
Aircraft Maintenance Engineer
Big Data Developer | Dallas
The training helped me make a career transition from Computer Technical Specialist to Big Data developer with a 60% hike. The online interactive sessions by trainers are the best thing about Intellipaat.
Computer Technical Specialist
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Data Scientist | Bengaluru
Intellipaat offered me the best learning experience, and today I have successfully transitioned from a Manager in Edutech to a Data Scientist. The comprehensive curriculum and the career guidance sessions helped me a lot.
Manager Analytics & Data Science
Data Engineer | Pune
Intellipaat’s knowledgeable instructors aided me in transitioning from a fresher to a Data Engineer. They helped me understand topics and resolve doubts, allowing me to make a smooth transition.
Program Manager | Pune
Thanks to Intellipaat, I was able to switch to the role of a Program Manager from a Microsoft Dynamics Consultant. Gaining knowledge in the latest technologies as per industry standards helped me the most.
Microsoft Dynamics Consultant
Data Science Intern | Gurugram
I was able to achieve my goal of becoming a Data Science professional from being a lecturer due to Intellipaat. It offered a platform to learn data science from the best trainers. The real-life projects were the best part.
Data Science Intern
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$1,20,000 Highest Salary
12000+ Career Transitions
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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
R functions, code compilation and data in well-defined format called R Packages, R Package structure, package metadata and testing, CRAN (Comprehensive R Archive Network), vector creation and variables values assignment
R functionality, Rep function, generating repeats, sorting and generating factor levels, transpose and stack function
Introduction to matrix and vector in R, understanding various functions like Merge, Strsplit, Matrix manipulation, rowSums, rowMeans, colMeans, colSums, sequencing, repetition, indexing and other functions
Understanding subscripts in plots in R, how to obtain parts of vectors, using subscripts with arrays, as logical variables, with lists and understanding how to read data from external files
Generate plots in R, graphs, bar plots, line plots, histograms and components of a pie chart
Understanding analysis of variance (ANOVA) statistical technique, working with pie charts and histograms and deploying ANOVA with R, one-way ANOVA and two-way ANOVA
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
Introduction to Association Rule Mining, various concepts of Association Rule Mining, various methods to predict relations between variables in large datasets, algorithm and rules of Association Rule Mining and understanding single cardinality
Understanding what is simple linear regression, various equations of line, slope, Y-intercept regression line, deploying analysis using regression, the least square criterion, interpreting the results and standard error to estimate and measure of variation
Scatter plots, two-variable relationship, simple regression analysis and line of best fit
Deep understanding of the measure of variation, the concept of co-efficient of determination, F-test, the test statistic with an F-distribution, advanced regression in R and prediction linear regression
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
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
Data analysis with R, understanding the Wald test, MC Fadden’s pseudo R-squared, the significance of the area under ROC curve, Kolmogorov–Smirnov chart which is a non-parametric test of one-dimensional probability distribution
Connecting to various databases from the R environment, deploying the ODBC tables for reading the data and visualization of the performance of the algorithm using confusion matrix
Creating an integrated environment for deploying R on Hadoop platform, working with R Hadoop, RMR package and R Hadoop integrated programming environment and R programming for MapReduce jobs and Hadoop execution
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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This project, which is based on restaurant revenue prediction, has been included to let the learners predict the sales of restaurants, on the basis of certain objective measurements, by using feature engineering and selection.
This project is included to provide hands-on learning. As a part of the project, work on data regarding flowers and their petals’ dimensions. Use this data to successfully predict the class that the particular flower belongs to.
The project aims to provide a practical experience to the learners in finding the most impacting factors in the preferences of prepaid models along with identifying which variables are highly correlated with impacting factors.
Get practical exposure of working with stock data to predict future prices. This scenario-based real-life project focuses on machine learning by creating predictive data models to successfully 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 the Intellipaat R Certification exam.
As part of this Data Science with R certification training, you will be working on real-time projects and assignments that have immense implications in the real-world industry scenarios, thus helping you fast-track your career effortlessly.
At the end of this training program, there will be a quiz that perfectly reflects the type of questions asked in the R certification exam and helps you score better marks.
The R certification will be awarded upon the completion of the project work (after the expert review) and upon scoring at least 60% marks in the quiz. Intellipaat certification is well recognized in top 80+ MNCs like Ericsson, Cisco, Cognizant, Sony, Mu Sigma, Saint-Gobain, Standard Chartered, TCS, Genpact, Hexaware, etc.
Tutors are remarkable and are from industry, so all the concepts were explained through real-life examples. Excellent service from support. To sum up, it was a good learning experience.
The course content is updated, industry-relevant and taught in-depth by the instructors. The instructors at Intellipaat are well-experienced. The course has helped me put the skills into practice
Value for money, precisely. I surfed a lot in search of a good training program like this and eventually enrolled with Intellipaat. I must say this institute is definitely good compared to others.
Intellipaat is providing 24*7 support for any queries. They are giving interesting offers also according to your courses. You may also get clear knowledge about the course by contacting them.
Intellipaat courses are really good. They are giving coaching in the right way which starts from basics to advance. They also give good offers, payment options, student offers etc., and 24*7 support.
Great learning experience from Intellipaat. In COVID, the course proved to be helpful as it provided flexibility in learning. The trainers provided guidance in completing projects and assignments.
Thank you Intellipaat for this wonderful training. I am completely satisfied with it and also was able to grab my dream job post this training program. I appreciate the efforts of the support team.
The course is thorough, well-structured and provides a comprehensive knowledge of the field. The practice assignments, and projects helped me a lot in nourishing my skills altogether
Thank you Intellipaat for providing such great certification course content. It must be recommended for all people who are looking for a future in Data Science. Great job in covering all concepts.
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's perfect for a start.
Really a well-prepared online training course, clear presentations and good speakers. Everything is professionally done. Great lessons for beginning with this subject and related technology
Intellipaat offers a comprehensive Data Science with R certification training 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 programming online course 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 the Intellipaat R Certification.
Our job assistance program is aimed at helping you land in your dream Data Science 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 Data Science job interviews. The team thus helps you land a lucrative job in the Data Science domain.
In the career mentoring session at Intellipaat, our R course experts offer solutions to all your queries that are based on Data Science 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 Data Science domain, as instructors. They are qualified instructors for Data Science with R certification training and 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 Data Science 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 language course as per the size and type of the particular group. If you wish to avail the discount, you need to get in touch with our Data Science course advisors who will explain to you all the details regarding it.
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 24/7 query resolution, and you can raise a ticket with the dedicated support team at any time. You can avail of 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 support team. However, 1:1 session support is provided for a period of 6 months from the start date of your course.
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.