Data Science using R and Python

Course Objectives

• Master modern data analysis tools using R and Python.
• Develop skills in statistics, data manipulation, machine learning, and time series forecasting.
• Understand how to build and evaluate predictive models.

Course Content

• Data manipulation and cleaning in R / Python.
• Descriptive and inferential statistics.
• Linear models, GLMs, PCA, clustering, classification.
• Time series forecasting (classical & machine learning approaches).
• SQL, Markdown, Anaconda, and AI chatbot integration.

Schedule & Details

• Duration: 6 months
• Schedule: Every Saturday from 9:00 AM to 4:00 PM
• Start date: November 01, 2025
• Level: Intermediate to Advanced

Hands-on Learning Focus

Over 70% of this training is based on practical exercises, real-world case studies, and hands-on experimentation to ensure deep understanding and skill acquisition.