Data Science
Course Overview:
This course is designed to introduce students to the fundamentals of data science using the Python programming language. Through hands-on exercises and real-world examples, students will learn how to analyze and interpret data, build predictive models, and gain actionable insights.
Prerequisites:
Basic knowledge of programming concepts and statistic
Familiarity with Python syntax
Course Duration: 8 - 10 weeks
Week 1: Introduction to Data Science and Python
Week 2: Data Manipulation with Pandas
Week 3: Data Visualization with Matplotlib and Seaborn
Week 4: Statistical Analysis with NumPy and SciPy
Week 5: Machine Learning Fundamentals
Week 6: Regression Analysis
Week 7: Classification Algorithms
Week 8: Unsupervised Learning
Last Week : Final Project
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