Course Overview

This 12-hour hands-on course teaches you everything R / RStudio does — and more — using Python. By the end you will have built a fully functional AI web application that loads data, explores it visually, trains a machine learning model, and surfaces results through an interactive Streamlit interface powered by an LLM chatbot.

Who Is This Course For?

R / RStudio users who want to transition to Python
Data analysts and business intelligence professionals
Fresh graduates entering data science / AI roles
Working professionals upskilling in AI-driven analytics
Anyone who found R syntax confusing and wants a cleaner alternative

Prerequisites

Basic computer literacy (file management, installing software)
No prior Python experience required
No R knowledge required — we make direct comparisons throughout
A laptop with internet access and at least 8 GB RAM recommended

What You Will Build (Capstone Project)

🚀 PROJECT

An AI-Powered Sales Intelligence Dashboard — a Streamlit web app that ingests a sales CSV, cleans and visualises the data, trains a predictive model, and answers natural language questions about the data using an integrated LLM chatbot.

R / RStudio vs Python — Side-by-Side

Every concept in this course maps directly to an R / RStudio equivalent. Here is the full translation map:

Feature	R / RStudio	Python (Our Course)
IDE / Notebook	RStudio IDE	Jupyter / VS Code

Data Manipulation	dplyr / tidyr	pandas / polars
Visualisation	ggplot2	matplotlib / seaborn / plotly
Statistical Modelling	lm(), glm()	statsmodels / scipy
ML / AI	caret / mlr3	scikit-learn / PyTorch

Course Structure at a Glance

The course runs across 6 sessions of 2 hours each. Each session is a blend of concept explanation, live coding, and hands-on practice.

Session	Topic	Duration	Type
1	Python Setup, Jupyter & pandas Fundamentals	2 hrs	Theory + Lab
2	Data Wrangling & EDA — The pandas Equivalent of dplyr + ggplot2	2 hrs	Lab-heavy
3	Statistical Analysis & Visualisation with Python	2 hrs	Lab-heavy
4	Machine Learning with scikit-learn	2 hrs	Lab + Project
5	AI & NLP — HuggingFace, LangChain & LLM Integration	2 hrs	Lab + Project
6	Building & Deploying the AI App (Streamlit + FastAPI)	2 hrs	Capstone Build

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About the Trainer

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Dheeraj

IT Corpotate Trainer

6 Years of Experience

WORK EXPERIENCE:

Mobilous Inc. ,Gurgaon- (2011- present) as Software Engineer(Adobe Flash/Flex)

The Mobilous redefines the meaning of a "native" mobile app, widgets that automatically leverage native capabilities on different mobile devices.

? Develop Framework of mobile Applications with Adobe Flex
? Create strategy for online promotions with Adobe Photoshop , Illustrator
? Website Development and maintenance with Adobe Dreamweaver

Koenig Solutions pvt ltd,New Delhi- (2010- 2011) as Adobe/Autodesk Consultant

Koenig is an innovative IT training company. Apart from being the pioneer in offshore Training.

? Deliver trainings on Adobe Products(Photoshop, Flash, Dreamweaver , After Effects)
? Deliver trainings on Autodesk product(Maya , 3DS Max, AutoCAD(2D/3D),AutoCAD(Civil))
? Web Development with Adobe Dreamweaver

Bharat Software Technologies,New Delhi- (2009- 2010) as Animation/multimedia Consultant

Bharat Software Technologies" (BST) is based in New Delhi, offers training and placement program
in the areas of Software engineering and application , Network administration and management

? Deliver trainings on Adobe Products(Photoshop, Flash, Dreamweaver , After Effects)
? Creative works on with Adobe Photoshop
? 3D/2D Animation Projects Adobe After Effect