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CERTIFICATE COURSE IN DATA SCIENCE

Duration: 6 Months / 240 Hours Eligibility: Class 12 Pass or Equivalent Code: 060

Course Modules

Module 1: Foundations of Data Science & Python Programming

Introduction to Data Science
Python basics, data types, loops & functions
Libraries: NumPy, Pandas, Matplotlib

Module 2: Data Collection, Cleaning & Visualisation

Data wrangling & preprocessing
Handling missing values & outliers
Data visualisation using Matplotlib & Seaborn

Module 3: Databases, SQL & Exploratory Data Analysis (EDA)

SQL for data science
Relational databases & queries
Exploratory data analysis techniques

Module 4: Machine Learning & Predictive Modelling

Supervised & unsupervised learning
Regression, classification & clustering
Model evaluation & optimisation

Module 5: Practical & Project Work (Capstone Module)