Get updates on Eligibility, Admission, Placements Fees Structure
Quick Facts
| Medium Of Instructions | Mode Of Learning | Mode Of Delivery | Frequency Of Classes |
|---|---|---|---|
| English | Self Study, Virtual Classroom | Video and Text Based | Weekends |
Course Overview
The Data Analytics using R Programming online course is offered by the online education provider platform ‘Edu Plus Now’ in collaboration with the Indian Statistical Institute in Pune. The data analytics program will take twelve days to complete the course and is scheduled on the weekends for the interested candidates.
The course study is about data analytics in which the statistical and mathematical frameworks are used to sort the data collected and find the inherent patterns and probabilities. In this course, the students will be able to develop an expertise in R programming with the help of data preparation, fundamental analytics, prescriptive analytics, exploratory data analysis, classification, clustering, and time series analysis.
The experimental projects in this ‘Data Analytics using R Programming’ training enable the students to gain a deeper understanding and knowledge of the concepts of data analytics and an opportunity to know more about the domain of data science.
The Highlights
- Online mode
- 12 days programme
- Interactive virtual sessions
- Expert faculty
- Career guidance
- Certification
- Real-time projects
Programme Offerings
- videos
- Lectures
- Recordings
- Projects
- Professional faculty
- Industrial Experts
- Placement Support
- Course completion certificate
- 80 hours course
Courses and Certificate Fees
| Certificate Availability | Certificate Providing Authority |
|---|---|
| yes | Indian Statistical Institute, Pune |
Eligibility Criteria
The course can be taken by any fresher or professional from the industry irrespective of their age or degree.
Certificate qualifying details
The students of the ‘Data Analytics using R Programming’ certification by Edu Plus Now will be awarded a certificate from the course provider ‘Edu Plus Now’ after completion of the training.
What you will learn
The ‘Data Analytics using R Programming’ certification syllabus is structured for students to learn about the techniques and tools involved in data analytics. It enables the students to improve their data science knowledge and use their statistical and mathematical skills to analyze the data stored. With the help of the R software platform, the candidates will explore more strategies and techniques of data visualization, prediction, and classification.
Who it is for
The course on ‘Data Analytics using R Programming’ by ‘Edu Plus Now’ benefits the individuals who are interested in exploring more about data analytics and aspire to work as Data Analysts, Data Engineers, Data Scientists, and Statisticians. It is for freshers or professionals like engineers, sales and marketing executives, software engineers, and IT engineers.
Admission Details
The candidates who wish to apply for the ‘Data Analytics using R Programming’ classes should register through the online platform
Step 1: Go to the ‘Data Analytics using R Programming’ course page on the official website of ‘Edu Plus Now’ using the following link, https://www.eduplusnow.com/course-details/certificate-course-in-data-analytics-using-r-programing
Step 2: Click on the Enroll button on the course page.
Step 3: Fill in the relevant information on the enrolment form and complete the process.
Application Details
For the course registration, the applicants should enter their name, phone number, and email address on the enrolment form.
The Syllabus
Analytics steps
- Data Preparation
- Basic Analytics
- Data Visualization / Visual Analytics
- Prescriptive Analytics – Classification Modeling
- Descriptive Analytics – Clustering & MBA
- Predictive Analytics – Time Series Analytics
- Data Preparation & selection of case study
- Visual Analytics & Exploratory Data Analytics
- System of BI & EDA
- Exploratory Data Analysis
- Univariate / Multivariate/ Pairwise
- Binary / Ordinal / Categorical / discrete continuous
Probability and probability distribution
- Summary of statistics & graphs
- Estimation – maximum likelihood estimation
- Expectation
- Exercise – Probability-based predictive model, conditional, Mutual independent probability, Bayesian theory
Time series analytics
- Introduction to TSA
- Errors in TSA – MAPE, MAD, MSE
Family of time series module
- Trend Models
- Decomposition models
- Exponential smoothing models
- ARIMA
- Mix models
Prediction strategy
- Time series based prediction
- Cause based modeling
- Determine sting prediction
- Intuity forecasting
R studio
- Introduction to R and R studio
- R Installation - R GUI and Rstudio, R Studio tour
- R packages overview and understanding in-built functions
- Creating/saving R script, Installing packages with coding and with a drop-down menu, Loading packages, Understanding 4 consoles
- Vectors
- Visual Analytics
- Testing of hypothesis and Confidence Interval
- Linear Regression -
- Logistic Regression
- Decision Trees/CART -
- Confidence Interval and Sample size determination
- Supervised and Unsupervised learning
- Difference between classification and regression algorithms
- Naïve Bayes Classifier
- Principal Component Analysis
- Factor Analysis
- Discriminant Analysis
- Time Series Analysis
- k-means clustering
- Market Basket Analysis
Indian Statistical Institute, Pune Frequently Asked Questions (FAQ's)
The Edu Plus Now online education website has developed and provides the data analytics course.
The online course is scheduled on weekends and will take twelve days to complete the program.
There is no mandatory prerequisite for this program.
Yes, there are separate batches for the students who are working.
Yes, you will be issued a certification by ‘Edu Plus Now’ and Indian Statistical Institute after course completion.