All Courses

Master Data Science with R Programming & Statistical Analysis at Insta InfoTech

Insta InfoTech® offers a specialized Data Science with R course for data enthusiasts, analysts, and professionals. Learn the fundamentals of R programming, statistical analysis, machine learning, and data visualization.

Gain expertise in handling large datasets, performing exploratory data analysis, and implementing predictive models. Work with tools like ggplot2, dplyr, tidyr, Shiny, and R Markdown. Develop real-world projects and business case studies to enhance your practical skills.

Data Science With R
Data Science with R — statistical computing and predictive modelling

Data Science

Learn to extract insight from data using R — the language built for statistics and data science — mastering R programming fundamentals, data manipulation with tidyverse and dplyr, statistical analysis, data visualisation with ggplot2, regression and hypothesis testing, and machine learning models including decision trees, random forests, and clustering, applied to real datasets from business, healthcare, and research.

Certificate
You will get Medhavi Skills Certificate
Partnership
Insta Infotech × Medhavi Skills University
Recognition
NCrF aligned learning pathway
R data science skill tiers
R Programming & Data Manipulation
Vectors, data frames, dplyr, tidyr, and ggplot2
Wrangle
 
Statistics & Predictive Modelling
Hypothesis testing, regression, and time series
Analyse
 
Machine Learning & Capstone Project
Decision trees, random forests, clustering, and deployment
Model

Wrangle, analyse, and model — the complete data scientist's workflow executed in R from RStudio to a deployed insight report.

 
Program overview

More than running mean() and plot().

This course treats R as the statistician-turned-data-scientist's native environment. Students build from R fundamentals and the RStudio workflow, through the tidyverse ecosystem for data wrangling, into inferential statistics, regression modelling, and data visualisation with ggplot2 — then advance to supervised and unsupervised machine learning, time series forecasting, and a full end-to-end data science capstone project on a real-world dataset.

01 / Real data from lesson one
Import, clean, explore, model.

Every session uses real datasets — economic, health, social — going through the full data science pipeline: import, clean with dplyr, visualise with ggplot2, model statistically, and communicate findings to a stakeholder audience.

02 / Think in the data pipeline
Raw data → actionable insight

Understand how every step of the data science pipeline connects — how tidyr reshapes messy data for dplyr to aggregate, how ggplot2 surfaces patterns, and how the caret package enables model comparison with cross-validation.

03 / Career signal
Portfolio and interview prep

Build and present a complete R-based data science portfolio — statistical analysis reports, ggplot2 visualisation dashboards, and ML model evaluations — for data analyst, data scientist, research analyst, and business intelligence roles.

 
Learning journey

A clearer learning flow.

The progression moves from R fundamentals and RStudio setup, through data structures and tidyverse wrangling, into statistical analysis and ggplot2 visualisation, then predictive modelling and machine learning, finishing with time series, model deployment, and a full-scale capstone data science project.

Step 01
R Fundamentals & RStudio
R syntax, RStudio IDE, data types, vectors, lists, matrices, data frames, factors, control flow, functions, and package management with CRAN.
Step 02
Data Wrangling with Tidyverse
Importing data (CSV, Excel, SQL), dplyr — filter, select, mutate, group_by, summarise, tidyr — pivot, reshape, and handling missing values and outliers.
Step 03
Statistics & ggplot2 Visualisation
Descriptive statistics, probability, distributions, hypothesis testing, correlation, ggplot2 — scatter, bar, box plot, histogram, heatmap, and data storytelling.
Step 04
Regression & Machine Learning
Linear and logistic regression, decision trees, random forests, naïve Bayes, k-means and hierarchical clustering, PCA, and model evaluation using caret and cross-validation.
Step 05
Time Series, R Markdown & Capstone
Time series forecasting with ARIMA, R Markdown for reproducible reports, Shiny dashboard introduction, and end-to-end data science capstone project on a real-world dataset.
 
Syllabus

Structured for job-relevant output.

Topics organized into clean thematic groups so the section feels premium and is easy to scan.

R and data wrangling
  • R syntax — vectors, data frames, factors, functions
  • dplyr and tidyr — filter, reshape, and summarise
  • Data import — CSV, Excel, SQL, and web scraping
Statistics and modelling
  • Hypothesis testing, ANOVA, and correlation
  • Regression — linear, logistic, and multiple
  • ggplot2 — publication-quality data visualisation
ML, reports, and launch
  • Machine learning — caret, random forest, clustering
  • Time series forecasting with ARIMA
  • R Markdown, Shiny, and capstone data science project
 
Certification and recognition

Make the credential visible, not buried.

You will receive a Medhavi Skills Certificate. The program is presented through Insta Infotech's partnership with Medhavi Skills University, and the learning pathway is aligned with the National Credit Framework (NCrF).

Why this matters
 
Certificate visibility
Now highlighted in the hero and repeated in the certification block.
 
University partnership
Medhavi Skills University is treated as a trust signal, not a small footer note.
 
Recognition cue
NCrF alignment is framed as a formal learner benefit.

  • Overview of Data Science
  • Introduction to R and RStudio
  • Installing and Setting up R
  • Basic R Syntax and Operations
  • Working with R Data Types (Vectors, Matrices, Lists, Data Frames)

  • Understanding Data Structures
  • Data Importing and Exporting
  • Data Cleaning Techniques
  • Using dplyr and tidyr for Data Manipulation
  • Handling Missing Values and Duplicates

  • Introduction to EDA
  • Descriptive Statistics
  • Data Visualization using ggplot2
  • Identifying Outliers and Anomalies
  • Feature Engineering

  • Introduction to Probability and Statistics
  • Hypothesis Testing (T-test, ANOVA, Chi-Square)
  • Correlation and Regression Analysis
  • Confidence Intervals

  • Introduction to Machine Learning
  • Supervised Learning (Linear Regression, Logistic Regression, Decision Trees, Random Forests)
  • Unsupervised Learning (K-Means Clustering, PCA)
  • Model Evaluation and Performance Metrics

  • Introduction to Time Series Data
  • Time Series Decomposition
  • ARIMA and Exponential Smoothing
  • Forecasting Techniques

  • Introduction to Text Mining
  • Text Preprocessing (Tokenization, Stop Words, Lemmatization)
  • Sentiment Analysis
  • Word Clouds and Topic Modeling

  • Introduction to Big Data
  • Working with SparkR
  • Handling Large Datasets
  • Distributed Computing with R

  • Real-world Data Science Projects
  • End-to-End Model Deployment
  • Case Studies from Various Domains
  • Final Capstone Project

Send Me Message

Certificate and Accreditation

Accreditation Certificate

Professional Diploma Certificate

Skills Certificate

Brand Registration

Trust & Validation

UGC-Recognized Skilled Qualifications for the Modern Global Workforce

University Certification
University Certification

Earn industry-relevant Certificates and Diplomas awarded by Medhavi Skills University, a UGC-recognized University. Insta Infotech is Approved Training Partner of Medhavi Skills University, ensuring quality education and credible certification.

Certificate Verification
Certificate Verification

All Certificates and Diplomas are digitally verifiable through Government of India platforms, including Skill India Digital Hub (MSDE), ABC.gov.in (Ministry of Education), and DigiLocker, ensuring authenticity and nationwide recognition.

Credit-Based Course (NCrF)
Credit-Based Course (NCrF)

Our courses are aligned with the National Credit Framework (NCrF) under the National Education Policy (NEP) 2020. Learners earn academic credits that strengthen their skill-based education profile and can be seamlessly transferred toward higher education pathways.

Global Recognition
Global Recognition

NCrF-aligned skill credits are recognized across the UK, EU, and Australian education systems. Through MSU’s global partnerships, learners benefit from dual certification opportunities and accelerated pathways to international degree programs.

Skill India Mission
Skill India Mission

Insta Infotech empowers learners with future-ready skills. Backed by the Skill India Mission and our academic partnership with Medhavi Skills University, we bridge the gap between education and employment through practical, hands-on learning and nationally recognized certifications.

Placement Support
Placement Support

Quality Skill Education — this is not merely a certificate of attendance, but a verified academic credential that enhances credibility and opens opportunities across MNCs, embassies, and government sectors.

Specializations

Skilled, Qualification, Certification

Course Credibility

Course Credibility

Our programs are certified by a recognized university, ensuring legal authenticity, academic validity, and strong professional acceptance. This means your qualification carries real value for employment, career advancement, and higher education.

Employability

Employability

Our programs combine practical training, real-world projects, and industry-relevant skills to prepare students for immediate employment. we ensure learners confidently transition from education to professional careers.

Global Standards

Global Standards

Our programs follow internationally aligned curricula and current industry requirements, ensuring learners gain globally relevant knowledge, practical competencies, and professional practices. This prepares students to adapt, compete, and work confidently.

National Alignment (Skill India)

National Alignment (Skill India)

Aligned with the Skill India Mission, we transform vocational training into a nationally recognized qualification, enabling our students to become part of India’s formal skilled workforce.

Academic Mobility (Credit-Based)

Academic Mobility (Credit-Based)

Through the National Credit Framework (NCrF), our courses are not merely extra-curricular; they are credit-earning modules that contribute directly toward your formal higher education pathway.

NEP 2020 Integration

NEP 2020 Integration

Aligned with the National Education Policy 2020, we transform traditional IT education into a multidisciplinary, skilled-based vocational pathway that enables students to earn formal academic credits.

Our Blogs

Latest Blog Updates

SEO Training Having Great Future Insta Infotech

Internet marketing is now flourishing throughout the world. The widespread use of internet has increased the market of products and services online. This has again increased the demand of online marketers.

Read More

Skillful Website with Developing Standards

If you are planning to choose a career in IT, here you find the career scope in joining Web designing course in Delhi.

Read More

Connect IT Training Peaks

Insta infotech “Software And IT Training Institute” makes an instrument to meet the twin challenges of continuous improvement in IT demand for change

Read More

Pick up High-Level Programming Language Python

Python is a High-level programming language. Python programming can be used for Data Science, Network Programming Web Development, etc. Our training covers python as object Oriented, Python as Data structure, GUI, Database connection with Python. Python is famous language as machine learning, course focus on  learning from beginning to advanced level.

Read More

Specialize in RHCSA certified Professional

Insta Infotech certified candidates with RHCSA practice course with 200+ RHEL7 real-world problem scenarios covering all the exam. An RHCSA® certification is earned when an IT professional try the core system administration skills required in Red Hat Enterprise Linux environments. To become an RHCSA certified, you need to pass the EX200 exam. Only this course has the up to date simulated tests questions, where all questions are carefully scrutinized by real Linux certified professionals.

Read More

Start Your Career As SEO Expert

Search Engine Optimization is one of the essential method you can make use of, attaining more higher rankings but also for running effective Search Engine Optimization campaigns.Today building a career in website development standards is the prime focus on all SEO methods, and also if it's not appropriately implemented. Professional and practical SEO courses in Delhi works on Live Projects that can provide you long-term gains in a shorter period.

Read More

Transform Your Career with Insta InfoTech - Premier IT Training Institute

Join Insta InfoTech for cutting-edge IT training programs designed to boost your skills and career prospects. Offering expert-led Courses in Software Development, Data Science, Cybersecurity, and more.

00+

Trained Students

00+

Years of Experience

00+

Countries Represented

00x7

Support

Insta Infotech

What We Offer

At Insta Infotech, we specialize in a wide array of courses across domains like:

Programming Languages: Java, Python, C++, .NET, and more. Data Science & Analytics: Machine Learning, AI, Big Data. Cloud Computing & DevOps: AWS, Azure, Docker, Kubernetes. Cybersecurity: Ethical Hacking, Network Security. Digital Marketing: SEO, Social Media, Content Marketing. Database Management: SQL, PL/SQL, MongoDB, Oracle.
Enquire Now
Our learners work at