Call Us @ +91-89400 03640 | On Demand Course

R Programming

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

Testimonials

  • Sashi K | Cloud

    The depth of content is very clear from the scratch to the industry needs and I have the confidence to build my own applications.

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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

Contact Us

  enquiry@duratechsolutions.in
  +0422-4200383
  +91-89400 03640
 Sai Baba Colony Branch & Peelamedu Branch,   Coimbatore

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