R Programming

Duratech located in Saibaba Colony and Saravanampatti provides Data Science with R training in Coimbatore. Become a certified Data Scientist by Learning R, SQL, and Excel. Learn analytics from data manipulation to predictive modeling – using R. Get certified. In this R Certification Training, you’ll become an expert in analytics techniques using the R data science tool. R Training institute in Coimbatore for Data Science offers a comprehensive learning foundation that you can build your analytics career on. Become an expert in data analytics using the R programming language in this data science certification training course.

To get an insight of opportunities in the domain of Analytics through R Programming and the skill sets required to make the transition into this field. Register with us and join the program.

1. R Programming, R Studio IDE setup and overview, capabilities of R

2. R Basics

    a.Variables, Loops & Functions, Data Structures

    b.Data Import & Export (CSV, Excel), Database connectivity(SQL: MySQL, NoSQL: MongoDB)

    c.JSON, HTML, XML file handling

3. Statistical Processing

4. Extract, Transformations, Loading(ETL), Data Preparation & Cleaning, Data Distribution & Analysis, Data Preparation for Machine Learning

5. Web Scrapping using R

6. Web Log processing using R

7. Machine Learning:

   a. Regression

       Linear, Multi Linear, Polynomial, Decision Trees, Random Forrest, SVR

   b. Classification

        Logistic Regression, SVM, Kernel SVM, Decision Trees, Random Forrest, Naïve Bayes, K Nearest Neighbor,

   c. Clustering

       1. KMeans Clustering

       2. Dimensionality Reduction: PCA, LDA

       3. Association Rule Mining: Apriori, ECLAT

    d. Neural Networks: Using H2O Deep Learning

8. Data Visualization

    a.Shiny

    b.ggplot

    c.Bar Plot, Histograms, Pie Charts, Contour Plot, Scatter plot, Line charts

9. Sentiment Analysis

10. Exploratory Data Analysis