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R for Data Science Certification Training in Los Angeles, USA

The Intellipaat Data Science course with R Programming is a complete training in the top statistical computing language. You will learn about visualizing data, deploying linear and non-linear regression models, data mining with RStudio and more through real-world industry-designed projects.

Free SAS or MsExcel course

Key Features

16 Hrs Instructor Led Training
16 Hrs Self-paced Videos
32 Hrs Project work & Exercises
Certification and Job Assistance
Flexible Schedule
Lifetime Free Upgrade
24 x 7 Lifetime Support & Access

R Programming for Data Science Online Certification Overview

The Intellipaat R training in Los Angeles, California, lets you learn the complete R language for graphics, statistical analysis, reporting and other aspects. This training includes mastering data analysis, data frames, importing data for statistical computing, manipulating data, deploying Business Analytics and Machine Learning algorithms through hands-on projects and case studies for a Data Science specialization.

What will you learn in this R Programming training?

  1. Introduction to R language basics
  2. Built-in and user-defined functions
  3. Working with plots, charts and pie charts
  4. Data structures in R and importing/exporting data
  5. Statistical concepts and hypothesis testing
  6. Classification technique for data analysis
  7. K-Means and hierarchical clustering
  • Software Engineers and Data Analysts
  • Business Intelligence Professionals
  • SAS Developers wanting to learn the open-source technology
  • Those aspiring for a career in Data Science

We don’t expect any prior knowledge from your side. However, a basic knowledge of programming language can be helpful.

The city of Los Angeles is central to the American economy as it houses top enterprises cutting across industry verticals. Due to the rapid digitization and the availability of Big Data, there is a need to derive valuable business insights. R is the top tool used for analytics and statistical computing for making data driven decisions. Due to this, there are huge number of R programming job opportunities available in Los Angeles, California.

The R programming market in Los is definitely rising, thanks to the need for a powerful open-source tool for statistical analysis like R programming. This rising trend in R tool will only get better in the future because of its excessive deployment in Los Angeles. Getting the right training in R that has been designed by the industry can help professionals make the best of this growing R programming market opportunity in this city.

  • 70% of companies say that Analytics is integral to making decisions – IBM Study
  • 19% is the annual growth rate of the Analytics market – Pringle & Company
  • R Programmers can earn excess of $110,000 per year – O’Reilly Survey

R is one of the most suited programming languages when it comes to Data Science. It is being extensively used for converting raw data into valuable nuggets of information. If you want to get ahead in your career, then you need to consider learning the R programming language that can help you make a career in Data Science with R programming specialization.

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Course Fees

Self Paced Training

  • 16 Hrs e-learning videos
  • Lifetime Free Upgrade
  • 24 x 7 Lifetime Support & Access
$211

Online Classroom preferred

  • Everything in self-paced, plus
  • 16 Hrs of instructor-led training
  • 1:1 doubt resolution sessions
  • Attend as many batches for Lifetime
  • Flexible Schedule
  • 11 Jul
  • SAT - SUN
  • 08:00 PM TO 11:00 PM IST (GMT +5:30)
  • 14 Jul
  • TUE - FRI
  • 07:00 AM TO 09:00 AM IST (GMT +5:30)
  • 19 Jul
  • SAT - SUN
  • 08:00 PM TO 11:00 PM IST (GMT +5:30)
  • 25 Jul
  • SAT - SUN
  • 08:00 PM TO 11:00 PM IST (GMT +5:30)
$300 10% OFF Expires in
$0

Corporate Training

  • Customized Learning
  • Enterprise grade learning management system (LMS)
  • 24x7 support
  • Strong Reporting

R Programming Course Content

Introduction to R preview videos

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.

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R Programming Projects

What projects I will be working on this R Programming training?

Project 1

Domain: Restaurant Revenue Prediction

Data set: Sales

Project Description: 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 gives insights about feature engineering and selection.

Project 2

Domain: Data Analytics

Objective: The project is meant to predict the class of a flower using its petal’s dimensions.

Project 3

Domain: Finance

Objective: 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.

Project 4

Domain: Stock Market

Objective: This project focuses on Machine Learning by creating predictive data model to predict future stock prices.

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R Programming Certification

This course is designed for clearing the Intellipaat R Certification exam.

As part of this 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 certification exam and helps you score better marks.

The 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.

Our Alumni works at top 3000+ companies

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R Programming for Data Science Reviews

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Mr Yoga

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John Chioles

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Ritesh

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Dileep & Ajay

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Sagar

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Ashok

Ravi Joshi

Software Developer at Wipro

Thank you Intellipaat for providing such a great R programming training course content. It must be recommended for all people who are looking for a future in Data Science. Great job of covering all tasks and topics in an easy-to-follow rhythm.

Anam K

Freelancer & Big Data Technologies Blogger

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 user and learn to think like a Data Scientist. It's a perfect way for a quick start. Thanks, Intellipaat!

Aalok Nath

Senior Sas Programmer at IBM

Really a well-prepared R online training course, clear presentations and good speakers. Everything is professionally done. Great lessons for beginning with Data Science with R...!

Deepa Joshi

Software Engineer at Infosys

I completed SAS training from Intellipaat that was completely in line with the Base SAS certification. Excellent materials and presentations, Totally satisfied with the decision of purchasing a course from intellipaat. I learnt completely about SAS and I can directly apply to my work. The whole lectures, topics, section wise content arrangement and overall content are quite good. The Base SAS certification training session was designed to make professionals understand overall SAS concepts thoroughly.

Frequently Asked Questions about R Programming

Why should I learn R Programming from Intellipaat?

Intellipaat offers a comprehensive training in R Programming language. With this industry-designed training, you will master various aspects of graphical representation, statistical analysis and reporting. This training 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.

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 offers self-paced training to those who want to learn at their own pace. This training also gives you the benefits of query resolution through email, live sessions with trainers, round-the-clock support, and access to the learning modules on LMS for a lifetime. Also, you get the latest version of the course material at no added cost.

Intellipaat’s self-paced training is 75 percent lesser priced compared to the online instructor-led training. If you face any problems while learning, we can always arrange a virtual live class with the trainers as well.

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.

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