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Data Science – Unlocking Insights from Data

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Course Overview:

The Data Science course is designed to equip learners with the essential skills and knowledge to collect, process, analyze, and interpret complex data to drive strategic decision-making. This interdisciplinary program blends statistics, computer science, and domain expertise to prepare students for the rapidly growing field of data science and analytics.

Key Topics Covered:

  • Introduction to Data Science and Analytics

  • Python / R Programming for Data Analysis

  • Statistics and Probability

  • Data Wrangling and Cleaning

  • Exploratory Data Analysis (EDA)

  • Machine Learning Algorithms

  • Data Visualization Tools (Matplotlib, Seaborn, Tableau)

  • Big Data Technologies (Hadoop, Spark)

  • SQL and NoSQL Databases

  • Capstone Project & Real-World Case Studies

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