Software Training Institute in Chennai with 100% Placements – SLA Institute

R Programming Course Syllabus

(1987)
Live Online & Classroom Training
duration
2-3 Months
EMI
0% Interest
Mode
Live Online / Offline
Join our R Programming Online Course to learn the basics of data analysis and statistical computing using R. You’ll begin with fundamental concepts and then progress to more advanced topics like data visualization and statistical modeling. Work on hands-on projects to improve your skills and boost your confidence. Our helpful instructors at SLA Institute will support you as you learn to use R with popular data analysis tools. With strong job placement assistance, we’ll help you start your career in data science. Enroll today to explore exciting opportunities in R programming and begin your path to success!

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Course Syllabus

Download Syllabus
  • Overview of R and Its Applications
  • Setting Up R and RStudio
  • Understanding R Environment and Workspace
  • Basic Syntax, Variables, and Data Types
  • Writing and Executing R Scripts
  • Vectors, Lists, Matrices, and Data Frames
  • Factors and Their Importance in Data Analysis
  • Indexing, Subsetting, and Manipulating Data Structures
  • Working with Dates and Times
  • Reading and Writing CSV, Excel, and Text Files
  • Connecting R to Databases (MySQL, PostgreSQL)
  • Web Scraping and API Integration
  • Handling Large Datasets Efficiently
  • Data Cleaning Techniques (Handling Missing Values, Duplicates)
  • String Manipulation and Regular Expressions
  • Data Wrangling with dplyr and tidyr
  • Reshaping and Aggregating Data
  • Introduction to Base R Graphics and ggplot2
  • Creating Bar Charts, Histograms, Box Plots, and Scatter Plots
  • Customizing Graphs for Better Insights
  • Interactive Visualizations with plotly and Shiny
  • Descriptive and Inferential Statistics
  • Probability Distributions and Hypothesis Testing
  • ANOVA, Regression Analysis, and Correlation
  • Statistical Modeling and Interpretation
  • Introduction to Machine Learning and Its Applications
  • Supervised Learning: Linear & Logistic Regression, Decision Trees
  • Unsupervised Learning: K-Means Clustering, PCA
  • Model Evaluation and Performance Metrics
  • Understanding Time Series Data
  • Forecasting Techniques (ARIMA, Exponential Smoothing)
  • Seasonal Decomposition and Trend Analysis
  • Text Preprocessing Techniques
  • Sentiment Analysis and Word Cloud Generation
  • Topic Modeling with LDA
  • Introduction to Big Data Handling in R
  • Integrating R with Hadoop and Spark
  • Parallel Computing and Performance Optimization
  • Building Web Applications with Shiny
  • Developing and Consuming REST APIs in R
  • Deploying R Applications on Cloud Platforms
  • Implementing Real-World Data Science Projects
  • Best Practices in R Programming
  • Resume Preparation and Interview Guidance

In conclusion, mastering R programming opens doors to diverse opportunities in data science, analytics, and research. This R Programming Course Syllabus is carefully designed to ensure learners gain practical knowledge in data manipulation, visualization, statistical modeling, and machine learning. With hands-on experience and industry-relevant projects, students will be well-prepared to apply R programming in real-world scenarios. If you’re looking to build a career in data science, enroll in our R Programming Course in Chennai and gain the skills needed to excel in this dynamic field. Take the next step toward a rewarding career with R programming!

Student Testimonials

Hi, I am Vivekanandan, a student from a commerce background. I joined this institute to transition my career from non-IT to IT. During my time here, I have gained a significant amount of technical knowledge, aptitude skills, and communication skills. I have completed a Python Full Stack Developer course, and the coaching provided was excellent and easy to understand. Thanks to all my tutors for their guidance and support throughout my learning journey.

Vivekanandan
Python Full Stack

I’ve completed Angular in SLA , gud infrastructure and facilities for students and Muthu sir did his best to train non IT students as well. I’ve placed through the placement drive in SLA. Placement cell counsellor was well focused and attention on every student as well. I really appreciate that.

Priya Anandhan
Angular

The best place to learn and gain your dreamed IT job. Teaching was very good and easy to understand. They also provide lifetime placement for the students. Totally, nice experience and knowledge I gained through this institution.

Swetha Ganesan
AWS

I had a fantastic experience at SLA Institute. I have completed a dotnet course at SLA institute. My trainer name was Muthu Karthikeyan sir he trained me in basic and advanced topics.Daily Task, weekend tasks and presentations, Tasks improve my technical skills .The aptitude , soft skill and communication classes are also helps me to improve my skills. Placement team did an exceptional job by providing lots of opportunities and now I got placed in a reputed company for good package .Thanks to placement officers Janani mam ,janoline mam and My counselor Kavipriya akka thanks for SLA

Ramkumar V.g
DOT NET

SLA Institute is an excellent place to kickstart your career and enhance your skill set. Under the mentorship of Vijay Venkat Sir, I learned web development, and the experience was invaluable. The institute provides a conducive learning environment, and the trainers are highly knowledgeable and supportive. I highly recommend SLA Institute to anyone looking to embark on a rewarding journey in the tech industry.

Silambarasan B
Web development

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