Intellipaat’s R programming training course in Bangalore will help you be a master in data manipulation with R programming, data visualization, and advanced analytics topics such as regressions and data mining using RStudio. During this R programming course, you will work on real-life projects and assignments to master Data Analytics. Enroll in the best R programming certification course designed by experts.
Intellipaat is a leading e-learning institute, providing the top-notch Data Science course with R programming in Bangalore. The learners will be mastering this technology under the guidance of the best-in-industry instructors. This R training course covers significant topics of R programming such as external files, plots, ANOVA, Regression, integration with Hadoop, and a lot more.
Intellipaat’s R courses in Bangalore help you master the following concepts:
Intellipaat’s R courses in Bangalore are exclusively designed by industry experts for:
We don’t expect any prior knowledge from your side for this R programming course. However, a basic knowledge of programming language can be helpful.
Bengaluru is one of the most booming cities in India, which is considered to be the IT hub in this country. Since research and analytics are vital parts of organizational processes, which cannot be completed without statistical calculations, R programming has gained immense prominence in this market. Therefore, candidates who have sound knowledge in R programming have a bright future in this city.
R is a widely-used programming language by top MNCs across the globe. Hence, learning it will open up new career avenues for both beginners and professionals. Thus, Intellipaat’s Data Science with R programming courses in Bangalore help you grab top programming jobs, through lab sessions, assignments, and project work. Also, this training program helps you prepare for the R certification exam. Enroll in this program if you wish to fast-track your career.
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
Logistic regression mean and logistic regression in R
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.
This training program is designed for clearing Intellipaat’s R certification exam.
As part of this course on R programming in Bangalore, 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 Bangalore, 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.
Intellipaat offers a comprehensive R programming course in Bangalore for professionals who want to expand their knowledge base and start a career in the field. With this industry-designed training, you will master various aspects of graphical representation, statistical analysis, and reporting. This R language training will also make you proficient in the concepts of functions, data structures, variables, and flow of control. Upon the successful completion of the R language course, you will be awarded Intellipaat’s R certification.
Our job assistance program is aimed at helping you land 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 Data Science with R course, the team helps you land a lucrative job in the Data Science domain.
In the career mentoring session at Intellipaat, our Data Analytics 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 Analytics instructors 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 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 Analyst 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.
For Intellipaat’s courses, geographical boundaries do not apply. It does not matter in which area of Bangalore you are in, be it Koramangala, BTM Layout, HSR Layout, Indira Nagar, Jayanagar, Sarjapur, Vijayanagar, Whitefield, Electronic City, Richmond Town, Hebbal, Bellandur, Rajajinagar, Marathahalli, or anywhere. You can access our online course sitting at your home or office.
Bangalore is known as the nerve center of tech firms in India. The growth of technology in this city has made marketers compare it with the Silicon Valley of the USA. The focus of multinational firms on this city has created a huge competition which can be managed by analyzing the market conditions. Data Analytics solves this purpose, and hence aspirants wanting to become successful Data Analysts should learn Data Analytics with R Programming.
For Intellipaat courses geographical boundaries does not apply. It does not matter in whichever area of Bangalore you are in, be it Marathahalli, Btm Layout, Electronic City, Vijaynagar, HSR Layout, Indira Nagar, Jayanagar anywhere. You can access our online course sitting at home or office.
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.