IMAX Infosoft
What you get

Included with this course

Lifetime access to recorded sessions
Real MNC project datasets & case studies
Industry-recognised IMAX certificate
Placement cell access & mock interviews
Resume + LinkedIn profile building
Doubt-clearing sessions & mentorship
What you'll learn

Skills you walk away with

Analyse data using R console and RStudio
Apply descriptive and inferential statistics
Build predictive models — regression, classification, clustering
Perform time series analysis and forecasting
Create publication-quality visualisations
Work with real business datasets
Validate and interpret models statistically
Write efficient R scripts and automate analyses
Curriculum

6 modules, start to finish

  • Introduction to R & RStudio setup
  • R console & working environment
  • Data types — vectors, matrices, lists, data frames
  • Importing data (CSV, Excel, SAS, SPSS)
  • Data exploration & basic visualisation
  • Programming structures — loops, functions
  • Measures of central tendency & dispersion
  • Exploratory Data Analysis (EDA)
  • Skewness, kurtosis & shape measures
  • Missing value analysis & imputation
  • Outlier identification & treatment
  • Sampling methods — random, stratified, cluster
  • Parametric tests — t-test, Z-test, ANOVA
  • Non-parametric tests — Chi-square, Mann-Whitney
  • Paired t-test & Wilcoxon test
  • One-way & two-way ANOVA
  • Confidence intervals & hypothesis testing
  • P-values & statistical significance
  • Simple & multiple linear regression
  • OLS assumptions & violation remedies
  • Ridge, Lasso & Principal Component Regression
  • Logistic regression — binary, nominal, ordinal
  • ROC curves, Lift charts & misclassification matrices
  • Model validation & interpretation
  • Time series decomposition — trend, seasonality
  • Moving averages & exponential smoothing
  • ARIMA modelling
  • Factor analysis & PCA
  • Cluster analysis — hierarchical & k-means
  • Decision trees — CHAID, CART, Random Forest
  • Graph & report generation in R
  • Neural networks & market basket analysis
  • Multidimensional scaling & discriminant analysis
  • End-to-end analytics project
  • Presenting insights to non-technical stakeholders
  • Interview prep & placement support
Get the full syllabus & fees
Training structure

Two levels, one job-ready profile

Level 13 Months

Core Training

Instructor-led training across the full curriculum — concepts, tools and hands-on exercises on live systems, building from fundamentals to job-ready skill.

Level 21 Month

Project Internship

  • Real-time project on a live client scenario
  • Business scenarios mapped end-to-end
  • Ticket handling on an actual support queue
  • Documentation — specs, test scripts, handover
  • Interview preparation with mock rounds

Included with this course — no extra fee.

Tools & technologies

What you'll work with

RRStudioggplot2dplyrcarettidyrforecastshiny
Who should attend

Is this course right for you?

Statistics Graduates

MSc Statistics, Mathematics, or Econometrics students building industry skills.

Pharma & Healthcare

Research professionals who need statistical analysis for clinical data.

Finance Professionals

Analysts in banking or insurance needing risk & predictive modelling.

Business Analysts

Analysts moving beyond Excel into statistical computing.

Student proof

Recent certificates from IMAX batches

Completion certificates from the June 2026 and October 2025 batches give students a real preview of the outcome they receive after training and project work.

20

certificates shown

150–200

hiring tie-ups

4.8/5

Google rating

Certificates are issued by IMAX Infosoft after course completion.

June 2026

Most recent student certification batch.

IMAX Infosoft completion certificate from the June 2026 batch, sample 1
IMAX Infosoft completion certificate from the June 2026 batch, sample 2
IMAX Infosoft completion certificate from the June 2026 batch, sample 3
IMAX Infosoft completion certificate from the June 2026 batch, sample 4
IMAX Infosoft completion certificate from the June 2026 batch, sample 5
IMAX Infosoft completion certificate from the June 2026 batch, sample 6
IMAX Infosoft completion certificate from the June 2026 batch, sample 7
IMAX Infosoft completion certificate from the June 2026 batch, sample 8
IMAX Infosoft completion certificate from the June 2026 batch, sample 9
IMAX Infosoft completion certificate from the June 2026 batch, sample 10

October 2025

Previous student certification batch.

IMAX Infosoft completion certificate from the October 2025 batch, sample 1
IMAX Infosoft completion certificate from the October 2025 batch, sample 2
IMAX Infosoft completion certificate from the October 2025 batch, sample 3
IMAX Infosoft completion certificate from the October 2025 batch, sample 4
IMAX Infosoft completion certificate from the October 2025 batch, sample 5
IMAX Infosoft completion certificate from the October 2025 batch, sample 6
IMAX Infosoft completion certificate from the October 2025 batch, sample 7
IMAX Infosoft completion certificate from the October 2025 batch, sample 8
IMAX Infosoft completion certificate from the October 2025 batch, sample 9
IMAX Infosoft completion certificate from the October 2025 batch, sample 10
FAQs

Frequently asked questions

Both have their strengths. R is preferred in academia, pharma, and statistics-heavy roles. Python is broader. We recommend Python as a first language, R for statistical specialisation.

Basic mathematics and an interest in data. No prior programming needed — we cover R from scratch.

Yes. R's caret and tidymodels packages support a full ML pipeline. The course covers classification, regression, and clustering algorithms.

Fees vary by batch type and mode. Call 93435 65658 or 80739 22743 for current pricing — EMI options also available.

Both. Attend in-person at our Vijayanagar or BTM Layout centres, or join live via Zoom. All sessions are recorded.

6 months of active placement support — referrals through our 150–200 hiring tie-ups, mock interviews, and dedicated HR round preparation.

Ready to start?

Talk to a counsellor about R Programming

Get the current fee, EMI options, the next batch date and an honest view of whether this module fits your background.

Vijayanagar

BTM Layout

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