Certificate Course in Data Analytics Using R offered by SRM Institute of Science and Technology
- A++ NAAC accredited
- Deemed University
- UGCApproved
- Estd. 1985
Certificate Course in Data Analytics Using R at SRM Institute of Science and Technology Overview
Duration | 3 months |
Total fee | ₹7,000 |
Mode of learning | Online |
Official Website | Go to Website  |
Credential | Certificate |
- Overview
- Highlights
- Course Details
- Curriculum
- Entry Requirements
Certificate Course in Data Analytics Using R at SRM Institute of Science and Technology Highlights
- Earn a certificate after completion of the course
Certificate Course in Data Analytics Using R at SRM Institute of Science and Technology Course details
Students :
Undergraduate or graduate students in fields such as computer science, statistics, engineering, business, economics, or any related discipline.
Basic knowledge of mathematics and statistics is recommended but not mandatory.
Professionals:
Data analysts, statisticians, business analysts, or anyone looking to enhance their data analysis skills.
Professionals from non-technical backgrounds seeking to transition into data analytics roles.
Researchers and Academics:
Researchers who want to leverage R for statistical analysis in their projects.
Academics interested in incorporating R into their curriculum or research methodology.
A Data Analytics using R Certificate Course is designed to equip participants with essential skills in using R, a powerful statistical computing and graphics language, for data analysis
This course typically covers data manipulation, statistical analysis, data visualization, and machine learning techniques, making it ideal for individuals seeking to gain expertise in data analytics using R.
Domestic fee Structure: 7000
International fee Structure: 10,701
Certificate Course in Data Analytics Using R at SRM Institute of Science and Technology Curriculum
Introduction to R
Overview of R and RStudio
Installation and setup
Basic syntax and operations
Data types and structures (vectors, lists, data frames, matrices)
Data Import and Export
Reading data from various sources (CSV, Excel, databases)
Writing data to files
Handling missing data
Data Manipulation
Using dplyr and tidyr for data manipulation
Filtering, selecting, and transforming data
Summarizing and grouping data
Common Classification Algorithms
Decision Trees
Random Forest
Support Vector Machines (SVM)
K-Nearest Neighbors (KNN)
Naive Bayes
Data Visualization
Introduction to ggplot2
Creating basic plots (histograms, scatter plots, box plots)
Customizing plots (themes, labels, annotations)
Advanced visualization techniques
Regression analysis (linear and logistic regression)
Data Cleaning and Preprocessing
Data normalization and transformation
Encoding categorical variables
Advanced Topics
Clustering techniques
K – means Algorithm
Hierarchical Algorithm
Certificate Course in Data Analytics Using R at SRM Institute of Science and Technology Entry Requirements
- N/A
+12 from any recognized board including NIOS, or any degree with a pass with 50% in the qualifying exams.
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Certificate Course in Data Analytics Using R at SRM Institute of Science and Technology Contact Information
SRM Nagar, Kattankulathur
Chengalpattu District, Tamil Nadu.
Chennai ( Tamil Nadu)
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