Data Science – Unlocking Insights from Data
Abi ACourse 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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