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Data Analytics Course in San Francisco

4.8 565 Ratings 5,641 Learners

Intellipaat Data Analytics training course in San Francisco will help you be a master in data manipulation with R programming, data visualization and advanced analytics topics like regressions and data mining using RStudio. During this R Programming training in San Francisco, you will work on real-life projects and assignments to master Data Analytics. So, enroll for the best R programming certification course designed by experts.

Free SAS or MsExcel course

Key Features

40 Hrs Instructor-led Training
16 Hrs Self-paced Videos
32 Hrs Project Work & Exercises
Flexible Schedule
24 x 7 Lifetime Support & Access
Certification and Job Assistance

Course Benefits

4.8/5 Student Satisfaction Rating
Students Transitioned for Higher Positions
Started a New Career After Completing Our Courses
Got Better Salary Hike and Promotion
Average Salary Per Year $ 200
$ Starting
$ Median
$ Experienced
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And 1,000+ Global Companies

Data Analytics Course in San Francisco Overview

Intellipaat is recognized as the pinnacle online professional training provider across San Francisco, USA. This Data Analytics course for R programming in San Francisco will be delivered by some of the industry experts who will equip learners with the significant skills of R programming such as K-Means clustering, vectors, data frames, functions, R Calculator and so on. After completing this Data Analytics training in San Francisco, you will be having thorough knowledge and expertise in business analytics and programming.

What will you learn in this Data Analytics certification course in San Francisco?

Intellipaat R for Data Analytics course in San Francisco helps you master concepts like

  1. Fundamentals of R programming language
  2. Creating visualizations like charts, vectors and plots
  3. Assigning values to variables
  4. Performing activities like sorting, analyzing variance and cluster
  5. Database connectivity
  6. Integrating R programming with Hadoop
  7. ODBC tables reading and linear and logistic regression

Intellipaat R for Data Analytics course in San Francisco is exclusively designed by industry experts for

  • Software Engineers and Data Analysts
  • Business Intelligence Professionals
  • SAS Developers wanting to learn the open-source technology
  • Those aspiring for a career in Data Analytics

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

San Francisco is the nerve center for top-notch technology firms. Most of the budding technologies have emerged from this city. As research is an important part of innovation, companies look for powerful and flexible programming environment meant for performing complex statistical computations. Since R programming addresses all these, the demand for Data Analytics professionals is rising 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

Modern businesses constantly keep track of changing market dynamics in order to understand trends and patterns. This requires cutting-edge technologies like R programming which is widely adopted by firms across industries. Intellipaat’s R Programming for Data Analytics online course in San Francisco helps you master the most coveted skills through lab sessions and the real-time project. Moreover, this training helps you score better in the R Certification exam. Enroll in this course and kick-start your career in Data Analytics, Today!

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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
  • 40 Hrs of Instructor-led Training
  • 1:1 Doubt Resolution Sessions
  • Attend as many batches for Lifetime
  • Flexible Schedule
  • 05 Dec
  • SAT - SUN
  • 08:00 PM TO 11:00 PM IST (GMT +5:30)
  • 08 Dec
  • TUE - FRI
  • 07:00 AM TO 09:00 AM IST (GMT +5:30)
  • 13 Dec
  • SAT - SUN
  • 08:00 PM TO 11:00 PM IST (GMT +5:30)
  • 19 Dec
  • SAT - SUN
  • 08:00 PM TO 11:00 PM IST (GMT +5:30)
$300 10% OFF Expires in

Corporate Training

  • Customized Learning
  • Enterprise-grade Learning Management System (LMS)
  • 24x7 Support
  • Strong Reporting

R Programming Course Content

Introduction to R Preview

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 Packages

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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40
Hours of Instructor-led Training
16
Hours of Self-paced Videos
7
Guided Projects to Practice
24/7
Lifetime Technical Support

Free Career Counselling

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 for Data Analytics Certification in San Francisco

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.

R Programming for Data Analytics Reviews

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sundararaman radhakrishnan

Aspiring Data Scientist

Value for money, if you would like to hear in short. Before joining Intellipaat I surfed lot of online data science teaching academy. Intellipaat was one of them; one fine day I got a call from Intellipaat course advisor who guided me what I have to learn to make a successful career. Then my learning started. Intellipaat is definately good compared to others. Few unique features which they provide are. > Lifetime access to class and course materials. > 24/7 support that is really good I have personally witnessed it. When I ask a doubt I get an answer quickly. Overall I would say that this is a great platform to learn data science in a pretty good budget.

Mitali Badgujar

MSc Statistics

Doing 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. Intellipaat is providing 24/7 support for any queries. Intellipaat is giving interesting offers also according to your courses.You may also get clear knowledge about the course by contacting them.

Neha Manoharan

Affiliate Marketing Specialist

Intellipaat courses are really good, they are giving coaching in the right way which starts from basics to advance. Intellipaat is one such platform which makes career dreams come true.Intellipaat provides 24/7 support for any queries. Intellipaat also gives good offers, payment options, student offers etc which makes one very comfortable in everyway.

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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.

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 Analytics with R...!

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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 for this Data Analytics certification in San Francisco!

Ravi Joshi

Software Developer at Wipro

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 Analytics. Great job of covering all tasks and topics in an easy-to-follow rhythm.

Vaishnavi Vyas

Transportation Specialist at Amazon

Hello, The technology which I learnt from Intellipaat was Data Science with R. Tutors are remarkable, they are from industry so all the concepts were explained keeping industry need in mind. Excellent service from support. To sum it up, it was a good learning experience.

Sampson Basoah

Tableau Developer

This masters in data analytics content is thoroughly prepared, updated, and taught by the instructor in-depth. The course content is taught step-by-step by the trainer. I was a beginner in the field of Data Analytics but this course helped me to become proficient in Data Analytics.

Kevin K Wada

Oracle Developer at Free Agent

The course is thorough, well-structured, and provides a comprehensive knowledge of the Data Analytics field. The practice assignments and projects helped me a lot in nourishing my skills.

Ramyasri Mandepudi

Recruiter at Goodwill Technologies

The lectures were amazing and the trainer explained the concepts thoroughly. The trainer explained each and every topic using real-life examples that were extremely helpful. I really liked the way of teaching and supporting the students in every step.

R Programming for Data Analytics Training in San Francisco FAQ

Why should I learn R Programming from Intellipaat?

Intellipaat offers a comprehensive R Programming course in San Francisco 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 Data Analytics online course in San Francisco 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 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. The team thus helps you land a lucrative job in the Data Analytics 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 Analytics online training 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 course advisors who will explain to you all the details regarding it.

For a place like San Francisco which is considered to be the hottest technology market in the USA, the need for business analytics becomes the prime importance for all sorts of businesses to cope with increasing competition. Since R programming is a prominent name in this domain, candidates who have a good grasp of this language are increasingly hired by top MNCs with attractive salary packages.

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.

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