Data Science With R Training In Chennai

Learn how to use DataScience with R from beginner level to advanced techniques which is taught by experienced working professionals. With our DataScience with R Training in Chennai you’ll learn concepts in expert level with practical manner.

Why Choose ALCE For Your Data Science With R Training in chennai?

  • Best institution for Data Science With R Training in Chennai with working professionals
  • Learn by working on real-time Data Science With R projects
  • Flexible Timings – Weekday, Weekend & Fast-track
  • Tips and discussion to build your technical interview skills
  • Excel your knowledge with Affordable price in ALCE

Data Science With R Training In Chennai Course Syllabus

    Module 1- Introduction to Data Analytics (Duration: 04:00:00 hrs)
    Objectives
  • This module introduces you to some of the important keywords in R like Business Intelligence, Business Analytics, Data and Information.
  • You can also learn how R can play an important role in solving complex analytical problems.
  • This module tells you what is R and how it is used by the giants like Google, Facebook, etc.
  • Also, you will learn use of ‘R’ in the industry, this module also helps you compare R with other software in analytics, install R and its packages.
  • Topics
  • Business Analytics, Data, Information
  • Understanding Business Analytics and R
  • Compare R with other software in analytics
  • Install R
  • Perform basic operations in R using command line
  • Learn the use of IDE R Studio
  • Use the ‘R help’ feature in R
  • Module 2- Introduction to R programming (Duration : 03:00:00 hrs)
    Objectives
  • This module starts from the basics of R programming like datatypes and functions.
  • In this module, we present a scenario and let you think about the options to resolve it, such as which datatype should one to store the variable or which R function that can help you in this scenario.
  • You will also learn how to apply the ‘join’ function in SQL.
  • Topics
  • Variables in R
  • Scalars
  • Vectors
  • Matrices
  • List
  • Data frames
  • Using c, Cbind, Rbind, attach and detach functions in R
  • Factors
  • Module 3- Data Manipulation in R (Duration : 04:00:00 hrs)
    Objectives
  • In this module, we start with a sample of a dirty data set and perform Data Cleaning on it, resulting in a data set, which is ready for any analysis.
  • Thus using and exploring the popular functions required to clean data in R.
  • Topics
  • Data sorting
  • Find and remove duplicates record
  • Cleaning data
  • Recoding data
  • Merging data
  • Slicing of Data
  • Merging Data
  • Apply functions
  • Module 4- Data Import techniques in R (Duration : 04:00:00 hrs)
    Objectives:
  • This module tells you about the versatility and robustness of R which can take-up data in a variety of formats, be it from a csv file to the data scraped from a website.
  • This module teaches you various data importing techniques in R.
  • Topics
  • Reading Data
  • Writing Data
  • Basic SQL queries in R
  • Web Scraping
  • Module 5- Exploratory Data Analysis (Duration : 04:00:00 hrs)
    Objectives
  • In this module, you will learn that exploratory data analysis is an important step in the analysis.
  • EDA is for seeing what the data can tell us beyond the formal modeling or hypothesis. You will also learn about the various tasks involved in a typical EDA process.
  • Topics
  • Box plot
  • Histogram
  • Pareto charts
  • Pie graph
  • Line chart
  • Scatterplot
  • Developing Graphs
  • Module 6- Basics of Statistics & Linear & Logistic Regression (Duration : 05:00:00 hrs)
    Objectives
  • This module touches the base of Descriptive and Inferential Statistics and Probabilities & ‘Regression Techniques’.
  • Linear and logistic regression is explained from the basics with the examples and it is implemented in R using two case studies dedicated to each type of Regression discussed.
  • Topics
  • Basics of Statistics
  • Inferencial statistics
  • Probability
  • Hypothesis
  • Standard deviation
  • Outliers
  • Correlation
  • Linear & Logistic Regression
  • Module 7- Data Mining: Clustering techniques, Regression & Classification (Duration : 04:00:00 hrs)
    Objectives
  • Linear and logistic regression is explained from the basics with the examples and it is implemented in R using two case studies dedicated to each type of Regression discussed.
  • The two Machine Learning types are Supervised Learning and Unsupervised Learning and the difference between the two types.
  • We will also discuss the process involved in ‘K-means Clustering’, the various statistical measures you need to know to implement it in this module.
  • Topics
  • Introduction to Data Mining
  • Understanding Machine Learning
  • Supervised and Unsupervised Machine Learning Algorithms
  • K- means clustering
  • Module 8- Project work (Duration : 08:00:00 hrs)
  • 2 Real-time projects

Why Data Science With R training in chennai?

The R Foundation describes R as “a language and environment for statistical computing and graphics.” ... R is data analysis software: Data scientists, statisticians, and analysts—anyone who needs to make sense of data, really—can use R for statistical analysis, data visualization, and predictive modeling.

Importances of Data science with R training in chennai?

  • R is free for everyone to use because it is an open source programming language. Programming codes of R can be used across all platforms like Linux, Windows, and Mac. There are no limits with respect to subscription costs or license management, which makes it easily available to data geeks. Also, you can have free access to the R programming libraries. Nevertheless, there are some commercial libraries meant for enterprises dealing with data in terabytes. Hadoop is a good example.
  • R is a programming language having all standard data analysis tools to access data in varied formats, for several data manipulation operations – merges, transformations and aggregations. It includes tools for conventional and modern statistical models including Regression, ANOVA, GLM and Tree, in its object oriented framework, which makes is easier to extract as well as merge the needed information rather than copying it.
  • FAQs

    Call now: +91 7867847855 and know the exciting offers available for you
    • Fully hands-on training
    • Learn by working on real-time projects
    • Flexible Timings – Weekday, Weekend & Fast-track
    • Certification guidance
    • Interview preparation
    • Tips and discussion to build your technical interview skills
    • Excel your knowledge with Affordable price in ALCE
    • More than 7+ Years of experience in Data Science with R Technologies.
    • Trainers are expert level and fully up-to-date in the subjects they teach because they continue to spend time working on real-world industry applications.
    • Trainers have Experienced on multiple real-time Data Science with R projects in their Industries.
    • Are working professionals working in multinational companies such as CTS, TCS, HCL Technologies, ZOHO, WIPRO.
    • Trained more than 2000+ Students in a year.
    • Strong Theoretical & Practical Knowledge.
    • Are certified Professionals with High Grade.
    • Are Well connected with Hiring HRs in multinational companies.
    We at ALCE believe in giving individual attention to students so that they will be in a position to clarify all the doubts that arise in complex and difficult topics. Therefore, we restrict the size of each Data Science with R Training batch to 5 or 6 members at max or else if you need individual Training that also we provide at your flexible timing.
    Our courseware is designed to give a hands-on approach to the students in Data Science with R Training. The course is made up of theoretical classes that teach the basics of each module followed by high-intensity practical sessions reflecting the current challenges and needs of the industry that will demand the students' time and commitment.
    No worries. ALCE assure that no one misses single lectures topics. We will reschedule the classes as per your convenience within the stipulated course duration with all such possibilities. If required you can even attend that topic with any other batches.
    ALCE provides many suitable modes of training to the students like
    • Classroom training
    • One to One training
    • Fast track training
    • Customized training
    Yes, ALCE provides group discounts for its training programs. To get more details, visit our website and contact our support team via Call, Email, Live Chat option or drop a Quick Enquiry. Depending on the group size, we offer discounts as per the terms and conditions.
    We accept all major kinds of payment options. Cash, GPay, Net Banking.
    Please Contact +91 7867847855. Or you can share your queries through alcesupport@makeiton.com / learncompileexecute@gmail.com

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