Data Science Unlocking Insights from Data

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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