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Advanced Diploma Course In R Programming Mumbai

Advanced Diploma Course In R Programming Mumbai
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Advanced R Programming & Statistical Computing in Mumbai

Unlock the power of statistical data science with the R Programming Training Course in Mumbai at TGC India. Backed by over 24 years of excellence in technological education, this specialized program empowers analysts, statisticians, and researchers with advanced computational fluency.

Classes are held via TGC India Mumbai Center / Live Interactive Online, delivering hybrid corporate training with live mentor project reviews across Mumbai. You will learn to clean complex data, conduct rigorous hypothesis testing, construct predictive regression models, and craft publication-quality graphics using RStudio and the modern Tidyverse ecosystem.

Comprehensive R Programming Curriculum

Module 1: R Programming Core & RStudio Architecture

  • R syntax, atomic vectors, matrices, factors, lists, and data frames.
  • Vectorized operations, control flow structures, custom function development, and debugging in RStudio.
  • Reading and writing structured data: CSV, Excel, relational SQL databases, and JSON.

Module 2: Modern Data Manipulation with Tidyverse & dplyr

  • Tidy data principles and pipes (%>% and |>).
  • Data transformation with dplyr: select(), filter(), mutate(), arrange(), and summarize().
  • Pivoting and reshaping datasets using tidyr (pivot_longer, pivot_wider).

Module 3: Publication-Quality Visualizations with ggplot2

  • The Grammar of Graphics: aesthetics mappings, geoms, scales, coordinates, and facet layouts.
  • Designing custom business visualization themes, error bar plots, and multivariate charts.
  • Interactive dashboard visuals and statistical graph customization.

Module 4: Statistical Inference, Predictive Modeling & Quarto Reports

  • Descriptive statistics, probability distributions, hypothesis testing (t-tests, ANOVA, Chi-square).
  • Linear regression, multiple regression, logistic classification, and model diagnostic checks.
  • Automating reproducible research papers and business reports using R Markdown & Quarto.
  • Comprehensive real-world capstone project with TGC India's 100% placement support in Mumbai.
online Classes starting from 02 Nov, 2026
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