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Data Science With R Training

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.

Program Syllabus

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

Ready to get started?

Get in touch, or to apply for Demo Class

Duratech Solutions

 Duratech Solutions is incorporated in 2012 and has successfully operated in the global software development industry for 7 Years.

We are the leaders in Coimbatore offering Trainings in Bigdata and Data Science, we are the only training provider in Coimbatore offering Deep Learning, the highest level of Machine Learning & Artificial Intelligence Technology. Our students have got placed in various companies like IBM, Sonata Software, Deloitte, etc

Reach Us

enquiry@duratechsolutions.in 

 +0422-4200383 
 +91-89400 03640 

  320N,Arpee Complex, NSR Road, SaiBaba Colony, Coimbatore-641 011. Tamil Nadu, India 

 256, 2nd Floor Sathy Rd,DPK Complex,Sathy Main Road,Opp. to Perumal Kovil,Saravanampatti, Coimbatore, Tamil Nadu - 641035